diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..305476f --- /dev/null +++ b/.gitattributes @@ -0,0 +1,59 @@ +############################################################################### +# Set default behavior to automatically normalize line endings. +############################################################################### +* text=auto +############################################################################### +# Set default behavior for command prompt diff. +# +# This is need for earlier builds of msysgit that does not have it on by +# default for csharp files. +# Note: This is only used by command line +############################################################################### +#*.cs diff=csharp +############################################################################### +# Set the merge driver for project and solution files +# +# Merging from the command prompt will add diff markers to the files if there +# are conflicts (Merging from VS is not affected by the settings below, in VS +# the diff markers are never inserted). Diff markers may cause the following +# file extensions to fail to load in VS. An alternative would be to treat +# these files as binary and thus will always conflict and require user +# intervention with every merge. To do so, just uncomment the entries below +############################################################################### +#*.sln merge=binary +#*.csproj merge=binary +#*.vbproj merge=binary +#*.vcxproj merge=binary +#*.vcproj merge=binary +#*.dbproj merge=binary +#*.fsproj merge=binary +#*.lsproj merge=binary +#*.wixproj merge=binary +#*.modelproj merge=binary +#*.sqlproj merge=binary +#*.wwaproj merge=binary +############################################################################### +# behavior for image files +# +# image files are treated as binary by default. +############################################################################### +#*.jpg binary +#*.png binary +#*.gif binary +############################################################################### +# diff behavior for common document formats +# +# Convert binary document formats to text before diffing them. This feature +# is only available from the command line. Turn it on by uncommenting the +# entries below. +############################################################################### +#*.doc diff=astextplain +#*.DOC diff=astextplain +#*.docx diff=astextplain +#*.DOCX diff=astextplain +#*.dot diff=astextplain +#*.DOT diff=astextplain +#*.pdf diff=astextplain +#*.PDF diff=astextplain +#*.rtf diff=astextplain +#*.RTF diff=astextplain diff --git a/.gitignore b/.gitignore index 6e78514..d55fbc8 100644 --- a/.gitignore +++ b/.gitignore @@ -26,7 +26,7 @@ bld/ # Visual Studio 2015 cache/options directory .vs/ # Uncomment if you have tasks that create the project's static files in wwwroot -#wwwroot/ +#wwwroot/* # MSTest test Results [Tt]est[Rr]esult*/ @@ -51,7 +51,6 @@ artifacts/ *.ilk *.meta *.obj -*.pch *.pdb *.pgc *.pgd @@ -236,3 +235,41 @@ _Pvt_Extensions .idea/ local.properties + +########################### +# iOS +########################### + +# OS X +.DS_Store + +# Xcode +build/ +*.pbxuser +!default.pbxuser +*.mode1v3 +!default.mode1v3 +*.mode2v3 +!default.mode2v3 +*.perspectivev3 +!default.perspectivev3 +xcuserdata +*.xccheckout +profile +*.moved-aside +DerivedData +*.hmap +*.ipa + +# Bundler +.bundle + +Carthage +# We recommend against adding the Pods directory to your .gitignore. However +# you should judge for yourself, the pros and cons are mentioned at: +# http://guides.cocoapods.org/using/using-cocoapods.html#should-i-ignore-the-pods-directory-in-source-control +# +# Note: if you ignore the Pods directory, make sure to uncomment +# `pod install` in .travis.yml +# +# Pods/ diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 239aa00..4ad838b 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -1,7 +1,7 @@ -Contributing to Project Oxford Client Libraries +Contributing to Microsoft Cognitive Services Client Libraries =============================================== -So, you want to contribute on a client SDK for one of the Project Oxford APIs. +So, you want to contribute on a client SDK for one of the Microsoft Cognitive Services. Here's what you need to know. 1. Each SDK must include both a client library and a sample showing the API in diff --git a/Common/Windows/ClientLibrary/ClientError.cs b/Common/Windows/ClientLibrary/ClientError.cs new file mode 100644 index 0000000..a7a2374 --- /dev/null +++ b/Common/Windows/ClientLibrary/ClientError.cs @@ -0,0 +1,79 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +using System; + +namespace Microsoft.ProjectOxford.Common +{ + /// + /// Container of ClientError and Error Entity. + /// + public class ClientError + { + /// + /// Gets or sets error code in error entity. + /// + /// + /// The code of client error. + /// + public string Code + { + get; + set; + } + + /// + /// Gets or sets the message. + /// + /// + /// The message. + /// + public string Message + { + get; + set; + } + + /// + /// Gets or sets the request identifier. + /// + /// + /// The request identifier. + /// + public Guid RequestId + { + get; + set; + } + } +} diff --git a/Common/Windows/ClientLibrary/ClientException.cs b/Common/Windows/ClientLibrary/ClientException.cs new file mode 100644 index 0000000..6a6f9ab --- /dev/null +++ b/Common/Windows/ClientLibrary/ClientException.cs @@ -0,0 +1,160 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +using System; +using System.Net; + +namespace Microsoft.ProjectOxford.Common +{ + /// + /// The Exception will be shown to client. + /// + public class ClientException : Exception + { + /// + /// Initializes a new instance of the class. + /// + public ClientException() + : base() + { + } + + /// + /// Initializes a new instance of the class. + /// + /// The corresponding error message. + public ClientException(string message) + : base(message) + { + this.Error = new ClientError() + { + Code = HttpStatusCode.InternalServerError.ToString(), + Message = message + }; + } + + /// + /// Initializes a new instance of the class. + /// + /// The corresponding error message. + /// The Http Status code. + public ClientException(string message, HttpStatusCode httpStatus) + : base(message) + { + this.HttpStatus = httpStatus; + + this.Error = new ClientError() + { + Code = this.HttpStatus.ToString(), + Message = message + }; + } + + /// + /// Initializes a new instance of the class. + /// + /// The corresponding error message. + /// The inner exception. + public ClientException(string message, Exception innerException) + : base(message, innerException) + { + this.Error = new ClientError() + { + Code = HttpStatusCode.InternalServerError.ToString(), + Message = message + }; + } + + /// + /// Initializes a new instance of the class. + /// + /// The corresponding error message. + /// The error code. + /// The http status. + /// The inner exception. + public ClientException(string message, string errorCode, HttpStatusCode httpStatus, Exception innerException) + : base(message, innerException) + { + this.HttpStatus = httpStatus; + + this.Error = new ClientError() + { + Code = errorCode, + Message = message + }; + } + + /// + /// Initializes a new instance of the class. + /// + /// The error entity. + /// The http status. + public ClientException(ClientError error, HttpStatusCode httpStatus) + { + this.Error = error; + this.HttpStatus = httpStatus; + } + + /// + /// Gets http status of http response. + /// + /// + /// The HTTP status. + /// + public HttpStatusCode HttpStatus { get; private set; } + + /// + /// Gets or sets the httpError message. + /// + /// + /// The error. + /// + public ClientError Error { get; set; } + + /// + /// Create Client Exception of Bad Request. + /// + /// The corresponding error message. + /// Client Exception Instance. + public static ClientException BadRequest(string message) + { + return new ClientException( + new ClientError() + { + Code = ((int)HttpStatusCode.BadRequest).ToString(), + Message = message + }, + HttpStatusCode.BadRequest); + } + } +} \ No newline at end of file diff --git a/Common/Windows/ClientLibrary/Contract/VideoFace.cs b/Common/Windows/ClientLibrary/Contract/VideoFace.cs new file mode 100644 index 0000000..9b4810b --- /dev/null +++ b/Common/Windows/ClientLibrary/Contract/VideoFace.cs @@ -0,0 +1,19 @@ +using System; +using System.Collections.Generic; +using System.Linq; +using System.Text; +using System.Threading.Tasks; + +namespace Microsoft.ProjectOxford.Common.Contract +{ + /// + /// Face object returned as part of the FaceDetection/EmotionRecognition operations. + /// + public class VideoFace + { + /// + /// Gets or sets Id of face. + /// + public int FaceId { get; set; } + } +} diff --git a/Common/Windows/ClientLibrary/Contract/VideoFragment.cs b/Common/Windows/ClientLibrary/Contract/VideoFragment.cs new file mode 100644 index 0000000..6e2cc9d --- /dev/null +++ b/Common/Windows/ClientLibrary/Contract/VideoFragment.cs @@ -0,0 +1,67 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. See LICENSE file in the project root for full license information. + +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +using System; + +namespace Microsoft.ProjectOxford.Common.Contract +{ + /// + /// Generic class for representing fragments. + /// A fragment represents a span of time in the video. Fragments will not overlap in time. + /// + /// Type representing the event type specific to the action. + public class VideoFragment + { + /// + /// Gets or sets timestamp of the first event, in ticks. + /// + public Int64 Start { get; set; } + + /// + /// Gets or sets overall duration of the fragment, in ticks. + /// + public Int64 Duration { get; set; } + + /// + /// Gets or sets the duration of each event, in ticks. Optional if no events are present. + /// Note: Duration = Interval * Events.length. + /// + public Int64? Interval { get; set; } + + /// + /// Gets or sets array of list of events. Each array entry is Interval units long in ticks. + /// + public T[][] Events { get; set; } + } +} diff --git a/Common/Windows/ClientLibrary/Contract/VideoOperation.cs b/Common/Windows/ClientLibrary/Contract/VideoOperation.cs new file mode 100644 index 0000000..3b753ff --- /dev/null +++ b/Common/Windows/ClientLibrary/Contract/VideoOperation.cs @@ -0,0 +1,46 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +namespace Microsoft.ProjectOxford.Common.Contract +{ + /// + /// Opaque object representing a video operation. + /// + public class VideoOperation + { + /// + /// Operation URL representing one video operation + /// + public string Url { get; set; } + } +} diff --git a/Common/Windows/ClientLibrary/Contract/VideoOperationInfoResult.cs b/Common/Windows/ClientLibrary/Contract/VideoOperationInfoResult.cs new file mode 100644 index 0000000..9672c1d --- /dev/null +++ b/Common/Windows/ClientLibrary/Contract/VideoOperationInfoResult.cs @@ -0,0 +1,69 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. See LICENSE file in the project root for full license information. + +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +using System; + +namespace Microsoft.ProjectOxford.Common.Contract +{ + /// + /// The operation result class. This object represents over-the-wire data format. + /// + public class VideoOperationInfoResult : VideoOperationResult + { + /// + /// Default constructor + /// + public VideoOperationInfoResult() + { + } + + /// + /// CConstructor; invokes the copy constructor for the base + /// + /// + /// + public VideoOperationInfoResult(VideoOperationResult other, T processingResult) : base(other) + { + ProcessingResult = processingResult; + } + + /// + /// Gets or sets the processing result. + /// + /// + /// The processing result. + /// + public T ProcessingResult { get; set; } + } +} diff --git a/Common/Windows/ClientLibrary/Contract/VideoOperationResult.cs b/Common/Windows/ClientLibrary/Contract/VideoOperationResult.cs new file mode 100644 index 0000000..c2964cc --- /dev/null +++ b/Common/Windows/ClientLibrary/Contract/VideoOperationResult.cs @@ -0,0 +1,69 @@ +using System; +using System.Collections.Generic; +using System.Linq; +using System.Text; +using System.Threading.Tasks; + +namespace Microsoft.ProjectOxford.Common.Contract +{ + public abstract class VideoOperationResult + { + public VideoOperationResult() + { + + } + + /// + /// Protected copy constructor + /// + /// Result from which to copy. + protected VideoOperationResult(VideoOperationResult other) + { + Status = other.Status; + CreatedDateTime = other.CreatedDateTime; + LastActionDateTime = other.LastActionDateTime; + Message = other.Message; + ResourceLocation = other.ResourceLocation; + } + + /// + /// Gets or sets the status. + /// + /// + /// The status. + /// + public VideoOperationStatus Status { get; set; } + + /// + /// Gets or sets the created date time. + /// + /// + /// The created date time. + /// + public DateTime CreatedDateTime { get; set; } + + /// + /// Gets or sets the last action date time. + /// + /// + /// The last action date time. + /// + public DateTime LastActionDateTime { get; set; } + + /// + /// Gets or sets the message. + /// + /// + /// The message. + /// + public string Message { get; set; } + + /// + /// Gets or sets the resource location. + /// + /// + /// The resource location. + /// + public string ResourceLocation { get; set; } + } +} diff --git a/Common/Windows/ClientLibrary/Contract/VideoOperationStatus.cs b/Common/Windows/ClientLibrary/Contract/VideoOperationStatus.cs new file mode 100644 index 0000000..1d3bb30 --- /dev/null +++ b/Common/Windows/ClientLibrary/Contract/VideoOperationStatus.cs @@ -0,0 +1,67 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. See LICENSE file in the project root for full license information. + +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +namespace Microsoft.ProjectOxford.Common.Contract +{ + /// + /// The operation status. + /// + public enum VideoOperationStatus + { + /// + /// The not started + /// + NotStarted, + + /// + /// The uploading + /// + Uploading, + + /// + /// The running + /// + Running, + + /// + /// The failed + /// + Failed, + + /// + /// The succeeded + /// + Succeeded + } +} diff --git a/Common/Windows/ClientLibrary/Contract/VideoResultBase.cs b/Common/Windows/ClientLibrary/Contract/VideoResultBase.cs new file mode 100644 index 0000000..494d482 --- /dev/null +++ b/Common/Windows/ClientLibrary/Contract/VideoResultBase.cs @@ -0,0 +1,79 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. See LICENSE file in the project root for full license information. + +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +using System; + +namespace Microsoft.ProjectOxford.Common.Contract +{ + /// + /// Common base class for top-level video result objects. + /// + public class VideoResultBase + { + /// + /// Gets or sets version of the JSON format. + /// + public int Version { get; set; } + + /// + /// Gets or sets tick unit, in Hertz. + /// + public double Timescale { get; set; } + + /// + /// Gets or sets video offset, in ticks. + /// + public Int64 Offset { get; set; } + + /// + /// Gets or sets rate of frames (frames/second). + /// + public double Framerate { get; set; } + + /// + /// Gets or sets width of the frame, in pixels. + /// + public int Width { get; set; } + + /// + /// Gets or sets height of frames, in pixels. + /// + public int Height { get; set; } + + /// + /// Gets or sets rotation of the video, in degrees clockwise. + /// + public int? Rotation { get; set; } + } +} diff --git a/Common/Windows/ClientLibrary/Microsoft.ProjectOxford.Common.csproj b/Common/Windows/ClientLibrary/Microsoft.ProjectOxford.Common.csproj new file mode 100644 index 0000000..0b7604a --- /dev/null +++ b/Common/Windows/ClientLibrary/Microsoft.ProjectOxford.Common.csproj @@ -0,0 +1,79 @@ + + + + + 11.0 + Debug + AnyCPU + {E858EBF6-CDD6-4F41-9E9D-0644DFA229E5} + Library + Properties + Microsoft.ProjectOxford.Common + Microsoft.ProjectOxford.Common + en-US + 512 + {786C830F-07A1-408B-BD7F-6EE04809D6DB};{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC} + Profile259 + v4.5 + + + true + full + false + bin\Debug\ + DEBUG;TRACE + prompt + 4 + + + pdbonly + true + bin\Release\ + TRACE + prompt + 4 + + + + + + + + + + + + + + + + + + packages\Newtonsoft.Json.8.0.2\lib\portable-net40+sl5+wp80+win8+wpa81\Newtonsoft.Json.dll + True + + + packages\Microsoft.Net.Http.2.2.29\lib\portable-net40+sl4+win8+wp71+wpa81\System.Net.Http.dll + True + + + packages\Microsoft.Net.Http.2.2.29\lib\portable-net40+sl4+win8+wp71+wpa81\System.Net.Http.Extensions.dll + True + + + packages\Microsoft.Net.Http.2.2.29\lib\portable-net40+sl4+win8+wp71+wpa81\System.Net.Http.Primitives.dll + True + + + + + + + + \ No newline at end of file diff --git a/Common/Windows/ClientLibrary/Microsoft.ProjectOxford.Common.nuspec b/Common/Windows/ClientLibrary/Microsoft.ProjectOxford.Common.nuspec new file mode 100644 index 0000000..85b1423 --- /dev/null +++ b/Common/Windows/ClientLibrary/Microsoft.ProjectOxford.Common.nuspec @@ -0,0 +1,19 @@ + + + + $id$ + $version$ + $title$ + Microsoft + Microsoft + https://github.com/Microsoft/ProjectOxford-ClientSDK/blob/master/LICENSE.md + https://github.com/Microsoft/ProjectOxford-ClientSDK/tree/master/Common + https://www.projectoxford.ai/images/bright/emotion/EmotionAPI-Main.png + true + $description$ + Common types necessary for Microsoft Project Oxford client libraries. + Initial release. + Copyright (c) 2015 + Microsoft Project Oxford Common + + diff --git a/Common/Windows/ClientLibrary/Microsoft.ProjectOxford.Common.sln b/Common/Windows/ClientLibrary/Microsoft.ProjectOxford.Common.sln new file mode 100644 index 0000000..4d8fd7d --- /dev/null +++ b/Common/Windows/ClientLibrary/Microsoft.ProjectOxford.Common.sln @@ -0,0 +1,22 @@ + +Microsoft Visual Studio Solution File, Format Version 12.00 +# Visual Studio 14 +VisualStudioVersion = 14.0.24720.0 +MinimumVisualStudioVersion = 10.0.40219.1 +Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "Microsoft.ProjectOxford.Common", "Microsoft.ProjectOxford.Common.csproj", "{E858EBF6-CDD6-4F41-9E9D-0644DFA229E5}" +EndProject +Global + GlobalSection(SolutionConfigurationPlatforms) = preSolution + Debug|Any CPU = Debug|Any CPU + Release|Any CPU = Release|Any CPU + EndGlobalSection + GlobalSection(ProjectConfigurationPlatforms) = postSolution + {E858EBF6-CDD6-4F41-9E9D-0644DFA229E5}.Debug|Any CPU.ActiveCfg = Debug|Any CPU + {E858EBF6-CDD6-4F41-9E9D-0644DFA229E5}.Debug|Any CPU.Build.0 = Debug|Any CPU + {E858EBF6-CDD6-4F41-9E9D-0644DFA229E5}.Release|Any CPU.ActiveCfg = Release|Any CPU + {E858EBF6-CDD6-4F41-9E9D-0644DFA229E5}.Release|Any CPU.Build.0 = Release|Any CPU + EndGlobalSection + GlobalSection(SolutionProperties) = preSolution + HideSolutionNode = FALSE + EndGlobalSection +EndGlobal diff --git a/Common/Windows/ClientLibrary/Properties/AssemblyInfo.cs b/Common/Windows/ClientLibrary/Properties/AssemblyInfo.cs new file mode 100644 index 0000000..9453795 --- /dev/null +++ b/Common/Windows/ClientLibrary/Properties/AssemblyInfo.cs @@ -0,0 +1,28 @@ +using System.Resources; +using System.Reflection; + +// General Information about an assembly is controlled through the following +// set of attributes. Change these attribute values to modify the information +// associated with an assembly. +[assembly: AssemblyTitle("Microsoft.ProjectOxford.Common")] +[assembly: AssemblyDescription("Microsoft Project Oxford Common Types Client Library")] +[assembly: AssemblyConfiguration("")] +[assembly: AssemblyCompany("Microsoft Corporation")] +[assembly: AssemblyProduct("Microsoft ProjectOxford")] +[assembly: AssemblyCopyright("Copyright © 2016")] +[assembly: AssemblyTrademark("")] +[assembly: AssemblyCulture("")] +[assembly: NeutralResourcesLanguage("neutral")] + +// Version information for an assembly consists of the following four values: +// +// Major Version +// Minor Version +// Build Number +// Revision +// +// You can specify all the values or you can default the Build and Revision Numbers +// by using the '*' as shown below: +// [assembly: AssemblyVersion("1.0.*")] +[assembly: AssemblyVersion("1.0.2.0")] +[assembly: AssemblyFileVersion("1.0.2.0")] diff --git a/Emotion/Windows/ClientLibrary/Common/Rectangle.cs b/Common/Windows/ClientLibrary/Rectangle.cs similarity index 92% rename from Emotion/Windows/ClientLibrary/Common/Rectangle.cs rename to Common/Windows/ClientLibrary/Rectangle.cs index 63d678d..ebf3bbb 100644 --- a/Emotion/Windows/ClientLibrary/Common/Rectangle.cs +++ b/Common/Windows/ClientLibrary/Rectangle.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation @@ -31,12 +31,6 @@ // WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. // -using System; -using System.Collections.Generic; -using System.Linq; -using System.Text; -using System.Threading.Tasks; - namespace Microsoft.ProjectOxford.Common { /// diff --git a/Common/Windows/ClientLibrary/ServiceClient.cs b/Common/Windows/ClientLibrary/ServiceClient.cs new file mode 100644 index 0000000..93cd827 --- /dev/null +++ b/Common/Windows/ClientLibrary/ServiceClient.cs @@ -0,0 +1,216 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +using System.IO; +using System.Net.Http; +using System.Net.Http.Headers; +using System.Text; +using System.Threading.Tasks; +using System.Linq; + +using Newtonsoft.Json; +using Newtonsoft.Json.Serialization; + +namespace Microsoft.ProjectOxford.Common +{ + public abstract class ServiceClient + { + protected class UrlReqeust + { + public string url { get; set; } + } + + public class WrappedClientError + { + public ClientError Error { get; set; } + } + + #region private/protected members + + /// + /// The header's key name of asset url. + /// + private static string OperationLocation = "Operation-Location"; + + /// + /// The default resolver. + /// + protected static CamelCasePropertyNamesContractResolver s_defaultResolver = new CamelCasePropertyNamesContractResolver(); + + protected static JsonSerializerSettings s_settings = new JsonSerializerSettings() + { + DateFormatHandling = DateFormatHandling.IsoDateFormat, + NullValueHandling = NullValueHandling.Ignore, + ContractResolver = s_defaultResolver + }; + + private readonly HttpClient _httpClient; + + /// + /// Default constructor + /// + protected ServiceClient() : this(new HttpClient()) + { + } + + /// + /// Test constructor; use to inject mock clients. + /// + /// Custom HttpClient, for testing. + protected ServiceClient(HttpClient httpClient) + { + _httpClient = httpClient; + } + + /// + /// Root of the API URL. Must not end in slash. + /// + protected string ApiRoot { get; set; } + + /// + /// Header name for authorization. + /// + protected string AuthKey { get; set; } + + /// + /// Header value for authorization. + /// + protected string AuthValue { get; set; } + #endregion + + #region the JSON client + /// + /// Helper method executing a GET REST request. + /// + /// Type of request. + /// Type of response. + /// API URL relative to the apiRoot + /// Content of the HTTP request. + /// TResponse + /// Service exception + protected async Task PostAsync(string apiUrl, TRequest requestBody) + { + return await SendAsync(HttpMethod.Post, apiUrl, requestBody); + } + + /// + /// Helper method executing a POST REST request. + /// + /// Type of request. + /// Type of response. + /// API URL relative to the apiRoot + /// Content of the HTTP request. + /// TResponse + /// Service exception + protected async Task GetAsync(string apiUrl, TRequest requestBody) + { + return await SendAsync(HttpMethod.Get, apiUrl, requestBody); + } + + /// + /// Helper method executing a REST request. + /// + /// Type of request. + /// Type of response. + /// HTTP method + /// API URL relative to the apiRoot + /// Content of the HTTP request + /// TResponse + /// Service exception + protected async Task SendAsync(HttpMethod method, string apiUrl, TRequest requestBody) + { + bool urlIsAbsolute = System.Uri.IsWellFormedUriString(apiUrl, System.UriKind.Absolute); + + string requestUri = urlIsAbsolute ? apiUrl : ApiRoot + apiUrl; + var request = new HttpRequestMessage(method, requestUri); + request.Headers.Add(AuthKey, AuthValue); + + if (requestBody != null) + { + if (requestBody is Stream) + { + request.Content = new StreamContent(requestBody as Stream); + request.Content.Headers.ContentType = new MediaTypeHeaderValue("application/octet-stream"); + } + else + { + request.Content = new StringContent(JsonConvert.SerializeObject(requestBody, s_settings), Encoding.UTF8, "application/json"); + } + } + + HttpResponseMessage response = await _httpClient.SendAsync(request); + if (response.IsSuccessStatusCode) + { + string responseContent = null; + if (response.Content != null) + { + responseContent = await response.Content.ReadAsStringAsync(); + } + + if (!string.IsNullOrWhiteSpace(responseContent)) + { + return JsonConvert.DeserializeObject(responseContent, s_settings); + } + + // For video submission, the response content is empty. The information is in the + // response headers. + var output = System.Activator.CreateInstance(); + if (output is Contract.VideoOperation) + { + var operation = output as Contract.VideoOperation; + operation.Url = response.Headers.GetValues(OperationLocation).First(); + return output; + } + + return default(TResponse); + } + else + { + if (response.Content != null && response.Content.Headers.ContentType.MediaType.Contains("application/json")) + { + var errorObjectString = await response.Content.ReadAsStringAsync(); + var wrappedClientError = JsonConvert.DeserializeObject(errorObjectString); + if (wrappedClientError?.Error != null) + { + throw new ClientException(wrappedClientError.Error, response.StatusCode); + } + } + + response.EnsureSuccessStatusCode(); + } + + return default(TResponse); + } + #endregion + } +} diff --git a/Common/Windows/ClientLibrary/build_nuget_package.cmd b/Common/Windows/ClientLibrary/build_nuget_package.cmd new file mode 100644 index 0000000..1934f46 --- /dev/null +++ b/Common/Windows/ClientLibrary/build_nuget_package.cmd @@ -0,0 +1,2 @@ +rem NOTE NOTE Copy the signed DLL into obj\release folder before running this command +nuget pack Microsoft.ProjectOxford.Common.csproj -Build -OutputDirectory bin\release -Properties Configuration=Release;Platform=AnyCPU \ No newline at end of file diff --git a/Common/Windows/ClientLibrary/packages.config b/Common/Windows/ClientLibrary/packages.config new file mode 100644 index 0000000..63ab628 --- /dev/null +++ b/Common/Windows/ClientLibrary/packages.config @@ -0,0 +1,7 @@ + + + + + + + \ No newline at end of file diff --git a/Emotion/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/emotion/EmotionServiceClient.java b/Emotion/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/emotion/EmotionServiceClient.java index b75f545..dfa7755 100644 --- a/Emotion/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/emotion/EmotionServiceClient.java +++ b/Emotion/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/emotion/EmotionServiceClient.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Emotion/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/emotion/EmotionServiceRestClient.java b/Emotion/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/emotion/EmotionServiceRestClient.java index 6bf4804..1d36b72 100644 --- a/Emotion/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/emotion/EmotionServiceRestClient.java +++ b/Emotion/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/emotion/EmotionServiceRestClient.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Emotion/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/emotion/contract/FaceRectangle.java b/Emotion/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/emotion/contract/FaceRectangle.java index 3bf3be5..3d146ee 100644 --- a/Emotion/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/emotion/contract/FaceRectangle.java +++ b/Emotion/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/emotion/contract/FaceRectangle.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Emotion/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/emotion/contract/RecognizeResult.java b/Emotion/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/emotion/contract/RecognizeResult.java index 4ba71fa..54ce108 100644 --- a/Emotion/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/emotion/contract/RecognizeResult.java +++ b/Emotion/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/emotion/contract/RecognizeResult.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Emotion/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/emotion/contract/Scores.java b/Emotion/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/emotion/contract/Scores.java index 6d487a1..3190d9c 100644 --- a/Emotion/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/emotion/contract/Scores.java +++ b/Emotion/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/emotion/contract/Scores.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Emotion/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/emotion/rest/EmotionServiceException.java b/Emotion/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/emotion/rest/EmotionServiceException.java index da387d8..5e09ec6 100644 --- a/Emotion/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/emotion/rest/EmotionServiceException.java +++ b/Emotion/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/emotion/rest/EmotionServiceException.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Emotion/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/emotion/rest/WebServiceRequest.java b/Emotion/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/emotion/rest/WebServiceRequest.java index fdb95b6..79f2ff7 100644 --- a/Emotion/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/emotion/rest/WebServiceRequest.java +++ b/Emotion/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/emotion/rest/WebServiceRequest.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Emotion/Android/README.md b/Emotion/Android/README.md index 8cb79b0..566d81d 100644 --- a/Emotion/Android/README.md +++ b/Emotion/Android/README.md @@ -1,7 +1,7 @@ The client library ================== -The Emotion API client library is a thin Java client wrapper for Project Oxford +The Emotion API client library is a thin Java client wrapper for Microsoft Cognitive Services (formerly Project Oxford) Emotion REST APIs. The easiest way to consume the client library is to add com.microsoft.projectoxford.emotion package from Maven Central Repository. @@ -37,8 +37,7 @@ To do add the client library dependency from Android Studio: The sample ========== -This sample is an Android application to demonstrate the use of Project Oxford -Emotion API. +This sample is an Android application to demonstrate the use of Emotion API. It demonstrates emotion detection from an image. It can identify people's faces and interpret their emotions. @@ -50,11 +49,7 @@ Android OS must be Android 4.1 or higher (API Level 16 or higher) Build the sample ---------------- -You will -need a [Microsoft Azure Account]() if you don't have one already. - -1. You must obtain a subscription key for Emotion API and Face API by following instructions in [Subscription -key management](). Please note that Emotion API and Face API +1. You must obtain a subscription key for Emotion API and Face API by following instructions in https://www.microsoft.com/cognitive-services. Please note that Emotion API and Face API requires two different subscriptions. 2. Start Android Studio and open project from Emotion \> Android \> Sample folder. @@ -97,18 +92,14 @@ We welcome contributions and are always looking for new SDKs, input, and suggestions. Feel free to file issues on the repo and we'll address them as we can. You can also learn more about how you can help on the [Contribution Rules & Guidelines](). -For questions, feedback, or suggestions about Project Oxford services, feel free to reach out to us directly. - -- [Project Oxford support]() - -- [Forums]() +For questions, feedback, or suggestions about Microsoft Cognitive Services, feel free to reach out to us directly. -- [Blog]() +- [Cognitive Services UserVoice Forum]() License ======= -All Project Oxford SDKs and samples are licensed with the MIT License. For more details, see +All Microsoft Cognitive Services SDKs and samples are licensed with the MIT License. For more details, see [LICENSE](). Sample images are licensed separately, please refer to [LICENSE-IMAGE](). diff --git a/Emotion/Android/Sample/app/src/androidTest/java/com/microsoft/projectoxford/emotionsample/ApplicationTest.java b/Emotion/Android/Sample/app/src/androidTest/java/com/microsoft/projectoxford/emotionsample/ApplicationTest.java index e7cc992..bd2a917 100644 --- a/Emotion/Android/Sample/app/src/androidTest/java/com/microsoft/projectoxford/emotionsample/ApplicationTest.java +++ b/Emotion/Android/Sample/app/src/androidTest/java/com/microsoft/projectoxford/emotionsample/ApplicationTest.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Emotion/Android/Sample/app/src/main/java/com/microsoft/projectoxford/emotionsample/MainActivity.java b/Emotion/Android/Sample/app/src/main/java/com/microsoft/projectoxford/emotionsample/MainActivity.java index 84fa620..657a173 100644 --- a/Emotion/Android/Sample/app/src/main/java/com/microsoft/projectoxford/emotionsample/MainActivity.java +++ b/Emotion/Android/Sample/app/src/main/java/com/microsoft/projectoxford/emotionsample/MainActivity.java @@ -2,10 +2,10 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: -// https://github.com/Microsoft/ProjectOxfordSDK +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation // All rights reserved. diff --git a/Emotion/Android/Sample/app/src/main/java/com/microsoft/projectoxford/emotionsample/RecognizeActivity.java b/Emotion/Android/Sample/app/src/main/java/com/microsoft/projectoxford/emotionsample/RecognizeActivity.java index 86241da..b4982a7 100644 --- a/Emotion/Android/Sample/app/src/main/java/com/microsoft/projectoxford/emotionsample/RecognizeActivity.java +++ b/Emotion/Android/Sample/app/src/main/java/com/microsoft/projectoxford/emotionsample/RecognizeActivity.java @@ -2,10 +2,10 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: -// https://github.com/Microsoft/ProjectOxfordSDK +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation // All rights reserved. diff --git a/Emotion/Android/Sample/app/src/main/java/com/microsoft/projectoxford/emotionsample/helper/ImageHelper.java b/Emotion/Android/Sample/app/src/main/java/com/microsoft/projectoxford/emotionsample/helper/ImageHelper.java index da443ec..d830850 100644 --- a/Emotion/Android/Sample/app/src/main/java/com/microsoft/projectoxford/emotionsample/helper/ImageHelper.java +++ b/Emotion/Android/Sample/app/src/main/java/com/microsoft/projectoxford/emotionsample/helper/ImageHelper.java @@ -2,10 +2,10 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: -// https://github.com/Microsoft/ProjectOxfordSDK +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation // All rights reserved. diff --git a/Emotion/Android/Sample/app/src/main/java/com/microsoft/projectoxford/emotionsample/helper/SelectImageActivity.java b/Emotion/Android/Sample/app/src/main/java/com/microsoft/projectoxford/emotionsample/helper/SelectImageActivity.java index 01427fc..22eff97 100644 --- a/Emotion/Android/Sample/app/src/main/java/com/microsoft/projectoxford/emotionsample/helper/SelectImageActivity.java +++ b/Emotion/Android/Sample/app/src/main/java/com/microsoft/projectoxford/emotionsample/helper/SelectImageActivity.java @@ -2,10 +2,10 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: -// https://github.com/Microsoft/ProjectOxfordSDK +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK // Copyright (c) Microsoft Corporation // All rights reserved. diff --git a/Emotion/Python/Jupyter Notebook/Emotion Analysis Example.ipynb b/Emotion/Python/Jupyter Notebook/Emotion Analysis Example.ipynb new file mode 100644 index 0000000..d92337e --- /dev/null +++ b/Emotion/Python/Jupyter Notebook/Emotion Analysis Example.ipynb @@ -0,0 +1,240 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Project Oxford: Emotion analysis example" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### This Jupyter notebook shows you how to get started with the Project Oxford Emotion API in Python, and how to visualize your results." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To use this notebook, you will need to get keys to Emotion API. Visit www.projectoxford.ai/emotion, and then the “Try for free” button. On the “Sign in” page, use your Microsoft account to sign in and you will be able to subscribe to Emotion API and get free keys (Code of Conduct and TOS). After completing the sign-up process, paste your key into the variables section below. (Either the primary or the secondary key works.)" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "import time \n", + "import requests\n", + "import cv2\n", + "import operator\n", + "import numpy as np\n", + "\n", + "# Import library to display results\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline \n", + "# Display images within Jupyter" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "# Variables\n", + "\n", + "_url = 'https://api.projectoxford.ai/emotion/v1.0/recognize'\n", + "_key = None #Here you have to paste your primary key\n", + "_maxNumRetries = 10" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Detect faces from an image retrieved via URL" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "# URL direction to image\n", + "urlImage = 'https://raw.githubusercontent.com/Microsoft/ProjectOxford-ClientSDK/master/Face/Windows/Data/detection3.jpg'\n", + "\n", + "# Emotion parameters\n", + "params = { } \n", + "\n", + "headers = dict()\n", + "headers['Ocp-Apim-Subscription-Key'] = _key\n", + "headers['Content-Type'] = 'application/json' \n", + "\n", + "json = { 'url': urlImage } \n", + "\n", + "retries = 0\n", + "result = None\n", + "\n", + "while True:\n", + " \n", + " response = requests.request( 'post', _url, json = json, data = None, headers = headers, params = params )\n", + "\n", + " if response.status_code == 429: \n", + " \n", + " print \"Message: %s\" % ( response.json()['error']['message'] )\n", + " \n", + " if retries <= _maxNumRetries: \n", + " time.sleep(1) \n", + " retries += 1\n", + " continue\n", + " else: \n", + " print 'Error: failed after retrying!'\n", + " break\n", + "\n", + " elif response.status_code == 200 or response.status_code == 201:\n", + "\n", + " if 'content-length' in response.headers and int(response.headers['content-length']) == 0: \n", + " result = None \n", + " elif 'content-type' in response.headers and isinstance(response.headers['content-type'], str): \n", + " if 'application/json' in response.headers['content-type'].lower(): \n", + " result = response.json() if response.content else None \n", + " elif 'image' in response.headers['content-type'].lower(): \n", + " result = response.content\n", + " else:\n", + " print \"Error code: %d\" % ( response.status_code )\n", + " print \"Message: %s\" % ( response.json()['error']['message'] )\n", + " \n", + " break" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's show first the original image" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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aw7QC8S5zPComHYdh4PnzLU+f3RKCcnGlYIVIIkpg3V+wWV3Rdx2p69ntDvT9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LHIjhiELpUea3KKJquc+JOM84oRRAW5awrm9LNEGV06Gj63pElBQzyzzhXMOhazn2B5x4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7TCbKoKiKwxYoNWuno0q8bXdnv/WgrilR47jnt2ux2n04Xz+UyMBfDYqj50zhiVo6dutAznLD5Y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PufEshQF7QWFs0QI8fzCQmZ6elbKpXz+TNOpyPzozXNLrlQ1hmojF4XARBCsl5/IVDFYu+1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EwoVAcY5cigahRawRd2VmrFgA1+7wxbcZ2DjPFyfx6qLmQArtsS0AWyxIYINtsRUrt0Fq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f3EjiEaYwFnQi31FPoUofFZgRYMiWt0U8E836wXqvfuSVN2c5pwNSHVvjtn96anjOIdVTyo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\nd+6ie4dUQcrCqaut+Sfr5xWs0ClzIvQd/TCQJyt6Fv5aLct1bUiON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jnte1XP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\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BPtwz3z9S9kfSdCLNB+r4hOwfqOEjMVeuJCKxw8kGFwZCf8NmuKJGoWqrOFcL/l1n/A66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\nsz7Fmh9RxPDq2Zdsxx3l9pp1mugXJ+qlJFocKVkoxiAHQ1qtGqs6pH4JrfQ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mqEAeTO3W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6dkOaKVs7P1ITG3fw94imoF7ayNRXNtQSrZGs5Ru2beE12s3oIcEkUTf701hirCinOVjRPN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ymwfP23\nSLwlmZDNu9KAxmw0YieSQnKeZcO32M0vEXdO5IxeDZ1LdFXPC/M1v97+ghcXlldfXvLzv/o1v/h/\nPuX61TVWBFsJIgNJFxhT521OzVwBmeNGATbzepWprG/uBZr92tV799W8iR5Woc2Dvynk/Zz0mfmP\nmWcJlopfAUYzClGFFDFjNo8LKqjxZJfTSAyaiUPASJXzFgGtMgliUsoz7MrQahUBlTL6JwJFmVFk\nkWZ6TdWcO2smCSd8mnTKAwRSzCMsJtJbTGkVcHM8NGiWEBYjp6lH2EgeQ5Of2JCMQ50nWE/yeTag\nEbA6EVA5V05Gcl968UaQUq3TAiZn40Odrl/u/8v9wPsjiC0m5joXLubnw5R41CCNgeoWTJXPVRpQ\n2zCIxyWTCxoxIqHPLtbJk2JPSD0qFdWypTpacr294me//GveefKIp+9+xOPmMeGp47TMppuNmyR7\ntcYUSbHndui4vnrJ7sXXxOsbJEVUhChCkiLhd2a+hrn3OfMw8S3lpsPjH7miVpKHOVqXRCFN/WVp\nvux79iTNj32IzR4eD6UsezJ2YlX2IHB+HPuNWUpyIwq2AEdTGhFxGahZX1Gpo8XSJHBapHsFFKUQ\nMghy2SVOio52ymuyNjlltxjNszem9CeWniqDzMML08SwapZYVc7hjcvnTKeBstkW1iqztHIux6cy\nA8qWCVCaEx/rDEllXgCQpZCnixVWDEMMNFcBmoHoDbfek1xiYQyNOupoOLYOa5RdFMIAPZEgIQ/e\nFRhqz9g4tDGYuiL2Y3FGSujQ4Z2jUqi8ywO9k1KbPDw4jCM6AM5ia49zjpgS/TBgnMVX2fBiGAaU\nlMGr5s/d993cuDkMA70ZWBwdIeLou4gZYYHD+ooxZEMAJDtj+sUCu2wZorLtd9y+ueblxUuuOOf4\nkzuu3t1wnjq8H/nVbzbc3TY8l2NOQ8NRv0D7HWo/4+j0G07rBY140I4udKTFBdVpxJ3GwhyNmEbw\nKfcbuaqwXXnIVAkOsnfDcpnVTqLZ7clMMrgMxHEGCNkAgRrVJYLFxR6NY5YnmEhMBvQIcU9QOSfG\nE9Q8xtfniHkX9Z8gzRGuPcZWx2AXSKeYsSVFxWxBbgJu1+M2EXYGvQz0L7cM1x2iIcvYa0HXAV10\ncNJTP47IWYIjxZwJOIe2DSxOsjOkVgStQPKw98xmChpyVdElg4254jWEkVEnUCY4zVVHk0pVI2mW\n7ygIFgLYQbDBIJ0Sr3vkukd6Q+qFuFV0tECeDyO+pj9yXJwq6azBPbb4o4T+7NdUQ0SOFmzocEFI\nkt1RcRbrXd6AUkTGbKRQi6MOETY78AbrMqOWwsCw6blwjo2N/P7uiD997fm9L0bsJrDz5P7UUYkh\nkkQwjccdL3CnK1gtoPa5qVqZByW/Le4eGmwcyhPnBPqgJPawwpQflzfcWeao08zHfLxNejj9/dCh\ncQ7JBWBNUsfJROQQNJnSlL+P1xNU/G68t9aSyM6u3TjiTCaXsjwrIHBgDX7/OR5KQ3nwGe6du4PX\nPPx898w97BJNgTSORBkyIZkygSeiJJ3OVwGj+SLs80edDKLynywvUnJje475sxyfbEYwaY+0kASU\nitHhOZpnxTmH957V+gTz5oYhFhm6zcle0iwlB81eOcUQJJa9o2pqqrZGTSIMd7QqmGHE9B1u6Gf5\nfiwS0Hnu0cH/pneWVIijYIeErQVb55Eh773/Pv/sj/+cf/Ef/Tl/8aN3OKpb6lEYLkdY1tB7+g7G\nu57jVzsqFcajRNdUjGKoXIs7bVBZEK926NUbbsctTd3QnluG2KO1pTk+x0hgMzwjXGyoro+pjtfo\n+TPGxZpkBWe2rHxCqiVDahnTkj40hHCcnWytJxjPt/0Va5/w7zratmK58OgvLXxl6V8KGgzjrid8\n1WHXFU2zxD6tSYuRwfQkInUojtAu5ZFr4vGPKlQXxGUkfnqBBkElu7rax7fYtMWYY1J9TjitMa7C\n3AxILfC+wXQNza9H9M0WNgGM5+pHyqsPHcPxD6nDljaBufg5VdiCvYMYMkEoUshAX/ajjHOSbuji\nKzp5ylYsGyIX4YbP7l7y1199wZd/d82LL17xzaev2V4PWFvn7U0TaipEbOmlLUQSLvd7xVhIie+X\nh31fH+p3/l3uf/3vexiTSX0rQu5xLiSzJlSK+Ud5rybmYddmqg5mdisDoCRl/RaggmTQO1Xo9EBS\nfRBzv/N5DuLe/PlyQsk+hpT4yRQxpg9dChQyxfj7WfC9Z86BvjxiD1rFWIx1JFN64qW4JbylMGTv\n1SR1X9ss1X8rZv9rE5l4ANYOgZsp+8RceCkxzPsKxBCaltE51Do0BWKcjGmmgkYmQEgx388ht7gw\nRtqmYb0+41XX8ZtPP+X/SMLHP/59lk+fsjquORpi2ZtMAcSJMSqb7Y7tdsP24hWXv/kVm6+/JN3d\n4pJmtVYWS8LUzXhQ/Ll3/X7L8Y8K1JLJqHt/U8C8eubEYbqxKH9PF/mA0fyeY7rhpnlqc6Ixl7zn\nEkXeJiaWWWQvFyon1YrgsPNUc7V59pI4z1IrjqXmGE8bDTJG4jiSxlCAV0Kcx1UevCOYDBnnG7L0\n3sWYGFOislMysU8aNKQ8PLEMAjTlXE03f4xprjRKLNawpaoGeX4OACbPBnPOYYrltbVlhlXKFswa\nAw6ojGfla2yCFCPVbuCuV65SYstIp5EOx4mp8M7hcCx8TZPTaoImOg1sNdBpYkxKFwNxt8Wb3JRf\nGwfe0oXIMEaSGExwuZcuJWpf4azNn1dBKgeVy4s1MVectFQbMYY4RmJUfOWxwDiGLBGVDEwvr24Y\nIjTNMksHEgy94hKIOAKQnAUsQ0zc3tzx8m7L5y++4vU3XzBu7whnz/n48RmLT37MR+8csXn2GXfN\nr7GfdjwKTzgNJ1SxZhgvOX7ymucf3bJarkgbz45bXHOJe/YKf2ph0ZNCIcScQokthixvTKUR1pAD\nhGi2r1abJQio5nEEJubqRwmulRrQComah4l7ECIxDKQQsBg0vgf2DFm8jxz/EOvfg3gOcgb+FDUn\nRDkhkEjBZFtelSzl6Hfs7m5ZfrOE28D4aote9piO7KQZBrxRzHqDP1Xck4Z0Dukkoo8qeORIy1wh\nNmadg6trUb9CaYjJoaNFI7hQKiRkkJIrEpm91F2PLY3z05iPafaWJkhj7k9MncWpQQaDXPXEqwEZ\nLWY06DYy3uTzHgV6q4x1Ih4ldJ1dJbsjy8sTT7eCI+s5a27g5ecsvtli/Aqtl9BtiGIIIuAtrq6Q\nyudolCIYqJqKusqJOmEssSaBFcQJ1XKBrT3XaeSyETbHNe2dKzPFhLqQK9QOOV5iz9bYkxUssvuq\n2Cz/nAdPP4yLkmV7hzPH7oG0ie7kuxvIoYRyyvmNMTNISynNA5gPwdrha9wbWju9nyL/saX697Yh\n1Pf6sZjA1J6IevvnzBWoOOY+Qu891ggx7Qm49KDZ+Tsg7cFnn75+W8Xt4c/nz29r0ApjAuKqLP8r\nPWyhJHGIznuW7v9XGPNy1r8DtKTskSX5mBO+vQQ6p25pHjUzX7/57JFBsrUsj09w9Su6UO5ha8EY\ngiaiJhwGm2QeJWAErBWatqJdNohNaNig0cC2R+9ukW6LizHLfL1D3F7wud/n846YRQK2MN75Neq2\n5r1PPuQ//0/+Of/ln/+n/Acf/gBrrrHWEqNCW+N7ixsc7iqQXo/IziNb8JsRvegwAZp2RbtaYx4t\nkJOB8SrATvDxCPOmpvv2BrNOtO8vcAuHbz8khC0hjmy7lv71mq2vCK1SHRuaZaA1d4xJ2IWKu1ix\npSHiSGYFcsIufEWnOwZ3y6OnFeu2pn7awM+U3d/dsrTHrC5h2PWYLwPJ7JC7Gn1XSSeSx8/EfA8Y\nMsGbJJAagzwTZNHgLk5IVyPxp4moEfOjATlPSANGGqRZ4lmgg0X7nv+XuTd7kiS7zvx+5y6+xJJ7\nZS3daDTQJEiAA3KMRkoaLWYymeZRf4X+Mz3Ok6Q3jcloJs0DOZzhgANywG6ggd6qa6+szIzN3e+m\nh3vdI7KqGhgzPWDcLDqrIz0jfLv3nu+c73yfvwe6nTGbK8w/rtFPHM2nji/1wHVleHL5PWbnMxqB\nExL2zePMdPGxALXSY6P34joqJTQdUa7p5YYNM26i59nmFZ99+w3//ue/5uXPnrFZ9bgtGGkxdZMV\nqcVnNUM0SnQBaoKkkDUCQsjUsLcT729VwstvvnO8jiBlv+fd/q27c8v+77ImgZ4SX6nMjSEUMaai\nVBljIHqHhJitkdBoKKrenpGeOcadwj6Rc6dokNJ3nNtbp3kAWCQpUKN4R/6kOJ1IYUWQAXbuS8v3\nbgRy7EfkO190KARFYWmgNZiinljEywRKUjnt43QyDVIpyfFMqTMUXbMM1FCTqiuMADa3NsU0XbXJ\nMy0lYRKClMyUMEqh6pq+aRlsTTSWFH2uSMpIZd1TVFPw4Bxx6AndDmcaGluzmC/plke8+fZbfvEP\nf8/zN694+KM/4OzhA3p9RDtraZsGrSAEx2a75eWrl7x8+ZL1ky+4+vVnuJfPUG7AKIuOijBVZQ/W\nr1GR8q017bu23ztQS6IKcCpIvQSnEvcof8q6lUxLKqvZ4fm971T3D+Fd4FV+uc82lIVifPhzVqfs\nK1KaB7ORqT646KkIdiyk4p5quZSWI6dRzuGHgeSzoW1Ukhv96ypTJaMnjA9i8VdDyJ5BiQzUZF9p\nIya895keBFkBTXL1yztPdlVSZUBkOoqMTvQq5SqaNmidQYAqgCWO2ZKU+xyUEgJhqswllc2uWzEY\nW9HMakwckOSQ3cAqdGyUQuYz4kyzCQGtIk2lWOiKhdIM3mFchw6OnfMMb7rM3S5eFM5ajFLZJLoo\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zGmIFWmM4m805W8x5GRyh7/BuwIqglSFKlvhPSRA7pjzfTa6SIBkNChSOD07u8S8++RP+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Zhhi1dJBwcU4VPy2W2S+gnqcjxzXDEiLR9Q6iMezT9hb75LPYkL0a0FdXD5PKiihIUr0T4H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\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x80BaR9aiNOMJMXn6RYuuI5ITcS2kXBH7GlctmMgjvn35mM51zPo10z4QJdPZGZ1aHEtm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\nIG5CZMTHDf7sHl0eq9yAowxTFQYJszhZVphSYhoTcdhbL7f9j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Ls1Z27N2vWEbPRECzQs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JyhGchBdqvwbViRTAtNmXbPMYhn1fxju/CJKu38cIvo25TtavXf9raoatDNv6nxc+89rxhC2/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eha1Wte+kQt2Jy9qhQLEB1iKmZSjCIpZnjt5mNRk9YuWsiSmdQzuEJHYtCJPd4SmooF4zWQ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\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nagK5ZFfnbIYuynKdaEv1MamVh8vCdxn+/vWBX/zkDe8/f0M6nSlk5uaUvt1EolO4UhSW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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "arr = np.asarray( bytearray( requests.get(urlImage).content ), dtype=np.uint8 )\n", + "img = cv2.cvtColor( cv2.imdecode(arr,-1), cv2.COLOR_BGR2RGB)\n", + "ig, ax = plt.subplots(figsize=(15, 20))\n", + "ax.imshow(img)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "And now, we can show the original image with the detection results overlaid" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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aw7QC8S5zPComHYdh4PnzLU+f3RKCcnGlYIVIIkpg3V+wWV3Rdx2p69ntDvT9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6MbljyagYGFjS08twyiaqJYvCYaUh2sbmlo3DauKM6mP9UrAFXUTPbe6XjUOVec6M40zK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\nCBd3xRSNadD2c9b4vx3H1IF57kn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ql7/i9lZpY7///nvECDc3V4zjien0TN8HtkOPxAWR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OuNE8eu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\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8gw8/5Jgy79y/YEUmHvesLneIeMbBnATvPRpqwMcoKmMYGcPIrlvhfAPEkgUSA1tiAk5G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PEAbiROHXHoSX5E+UxVFz+clJR06chDFZKo90nNVUQlTQqaIRqOyXCIhnfe83Z0fD8M3E6egzK4\n1Zbq4obm6jW2XZO0wnmPd47JTfTdkTCMtNay2rbYVYvWJotGcAp2pRyAWmYWyhjnG5BSrqfNdrrc\nbvkskeg8Y9ezf39Hv9ujQ2SdaW/OTQxDTzJIm6HFuC5rME+TL4+PSmgtNbnJi0Jz8hmgRek/+pTc\noTiNtl6cR4E2ojCoM4gLAd0aqrqWeuaU8N5J/bAxqNwrN4WsDq6zwS41jyWLsTjmRtIx4qPHDZ7R\nOQ5DpHNCdV01G768vOL19pxIjw8hi3rk7FhUqGSkJQ5PTcVs5hbvq3PdrM+iG0sQLWuXXJ95AuEl\nyDvTEKPQEH3IKp7ZFlltWLcNb66ueHV+xqauqE2gbixVZTFaRDMCiaMfuT3uuT92TF78htpYKfdI\nAuZCkYJI4FNgHHrGY0caBr548y1//S//mr/+q7/i7GJDNxx4ebnmZ1+/oh863j/e8cO7t9zdPfDj\n2zvu7nYcjw7nRukvGxWaNi/e07pPcCKnwSzC9wRM5Seo5WPzc9S8nydmbttTG/kxG/EEbD37yYdz\nZ3nOlHia0SvjmdLT5z4Bcx+8yUePPypQq70nuAFnE8mDiZZaNURtqVAknQiVQUWN8RqrLKNqGbQm\naEVjHdGHuXGwQhZy0gFlK/rU41MUQ2UrVL0CFwlMgCPpIMWuKHQ0gEEFL4YGqfEJ2govO99goR+p\neeBFMTLNyjXKqNNciMJVVkooQCSh1JAbNqbswJb+WFBeyJNNVqcSpRXgmvIGQ3Do6NjYRKNbvu9a\nfv32lhc/e82LC83+3pEmRZ88Xf/I+faMSVvu9o7j0dHahsk/8nC/Y3X+itdXWy4axe8f90wX50xm\nw+1x4vWV46vrNdfrlu9//yPJXmASXF28IMbEd98/8os/fcVqG0lTzxcGJjzv3z/wgi0/X33BFw9n\ndA+PxJ9f8eriiuNxpH8Y2PaJtqmJBIJS2H3H2B8w2nD94gX3DrohSsFqULikxfGrFDF6+n4k4vFh\nkvsUI4+7kRftOVf2ivePt2zqDf/9679gNzzysH+k70aGruPVixVRGyq7ol29Yjc84KeRs3XDNLWk\nccK5ERqLqSumqadqhDpqs9SwVQ21bpl6x/sf7/mzX/6M7viA1QY/eYZqwDaW1GqiSyIYMgaUMcQq\nMjlHqzV1VQkwyxttcF56llWVFG+HiEFLnUD0AsBK/VbMPahion/c8fhwTwO8vr7GT46msVilssiH\n+7wXUxlCY/HjxKQTyRi0qaTpNqfMgNQ+CUBL3qGqJqul5kizUfjKkCoj6tAJotaEykJd0a63tM2K\nw8Oet//we7jdoVWirStsBfgdptJYm6iiZ4gKu1qBTniX8JWBdoVuzomVQYdI6xPaKozVQheJSZxw\nVRN8IsYO09SUhtwKnSWjI1XuCwYiOCTyyIoUcsPzjIZDmKgxpG6UGjwjWWtFBB+JqsY0FY5AtJrJ\ndYzHB9J+z+77H7i736G2W8zLc7AaA5gpMOwnDrsjXZxYf3NDPIeHac/RjZDjxlYZaQzrJyoNVoEm\nCmCzQhHSefOy1goQthbqxDiOBB9oTIWO0Acnsvzei10zhqpZ4yfH5CN1bcU77T2mjhhb4WqpH7RT\nzI1vI3XdfNbGR6VnGlAqDkhWZiuHKlHklKRFQ3nwM4eQFBWBOFNzdM7kiviOUBkLld1oibn6KNeh\ntTQdr7ZrUhTp73GMMn+UodVa6GIARvo7CYhfAg5IKeBdJGJy5lbUhHUBZwU1aAG4iZzxKPeDE/jR\nqNnmf5SuWADXfN+e3aMFmkw54rBc6aW+4+Rc55fFUx32T2XcZnhXwEEW/5pBZxIq6bImqPQ0VM/P\nIjdjfjRS9j2hpD6haifZ/wxGsrvUGXhK+YDJAYMpJsYAWtX44Anh07bOKCUtZo7vGB9/RLsRFRTJ\nKVLShCRAPippJBxVGU5pnZKGgTA6hiFw7ByHMXH0mr2H+37icRh5HwPjCINaU29XXL3aoi9fwtUL\nWJ2xOquJOjHQ03nHbpI2OCZpTHPGpqmoTJVpfUL/C1FYQxJ89TKpy519Mjdz9iwKhV3lptcxRkJM\nqKDwQ2DadcT9Dj0OnF9ecHaxYgo9U/RoLfYvzEI2Is4BSuq4sm+jtLQVIEn9nkb8E+U8ZkqYCcI0\nza1bUsw9FHOZCUpUMpWtMLZG2QZV1ai6RtUGZRMYqKoGo6TPnLIWUxXV7wDJzVVGBrApYlOiQpJt\nSkMMPguQ5LIDpUgBEV5LET9F9EH67r7Xex5Cjzoe+eb8kr/89kuCnXBqItlEChqC5GmKkE/SKde0\n5nkf0wzoZlVdpamiwqeETUKcFP1EiNHjQ4KQA/sFwGmdNUYiBCmbCUoBlohmigEsWBzrqePnN1t+\n8eKKi40B61CVNEO3ROocIDly4NY/8n0/cd9X2NDwolpzpiyOib1OVK1mTBZ7SFgDu9Rz9/57eDyg\nV+f89b/4l/yrP//v+PPtKzYokq0Z0xlDlThWnvtmz+PNtxz6jneP9/xw957vH2754f6W2/tbpv2B\neMgY3idImoCVEUxa9iBdKL7IeicUwlhm6QQK2C+euQDaUo+pSScy6kKFMfvai0DDEpM9w4Oz3Zot\n1vM6s/m12arn/UgVcn1KUrJCJkDOYm1SzvC5449eo1b6apQwVQqBRJBMmubJBlKMfiyiIjlaO1f4\np0TJXBFjFhMpaljZiC1oMSzFRMqxFBRY/Hx+nLZETgXWT57wsQcXry1oOz8imbiP36fnUbOC0ksG\noWla8DBNIp/78PDARV0zjR12ZdFKMU1TdqqUSPhnR5+k6I49dw+3fHl1xV/8xS/54d/+P3g3ElyD\nd5HHxyPaK7bb7Xw/VusVPojjlpTmV3//K37x5mturq6gsvSj4/XmJb+8+JqvjivC39+LgQyaMASC\nDoQpMIydgCybCMmxihAxGBdRg6NyiVU0WXQm0RiL0popgSfSj45+6kg6YHOdQZUc9z+8480v3oCO\n+BS4uHxBdZQo0W33gO8cjalxyJQwRtGuWmLsCcDl5SVd16G1oq7rTCnVrFYrpmlitVpBPAlUpJSY\npom+79Fa453DhUioPav1itVqxW7fEaJHo/F+IlkjPde8z1S1CmWlqXdUokxnldR1zdHIPHeMUnN/\nGG0kkmeV5mxzRmUNm/Wa4Lyopeb0eoqxMHw/exRnUuo61awwRWIWj1As1qSqMkWuNCY10j/MaDFI\nRlM1NaapCdZg12uaquKH3/6O/+Pf/O/8+3/3N3RBsqOvLi/58uVLri7Oubg85+zyjHa9xYyV2OsU\nWVUa21TgNAyeaDTORIIJs5ikNIFV6CqglSf6SNsqtJukN5t3nEhT4HVWEctNtIviofA9ssOjRSjE\nhYlp36NilNouLVTDFBIXa8PYHfBDbu562BP6jmG/5/37OyYfObupMJXFp4jzE93hwMPde4ahY71e\ncX11hbFG5kgSqmOZY9ZoQNQktVZYLTLylbVU1qBIGAV1XQMSuCpiL6Vm8WldRq6XJCtC2pNKWojS\n3DaEOPfPMyarus3n+Xzd46meiDnD/KnGoTKXMuXyJwBDLJQ0pbKITcmslfclz9eFLdcnp0oVUKVE\nUKTQd9XC5utynz6yBzyhtChQwmee2RxxFnIq4EvPdN8ZiM5A7DS+H6dFLrNQzNf5h4Kr+ZrlTZ5e\n+7PP8pNAbb62E9moiMuUB2YV2gzQSl1nIb7MNTsLoPqRNzplh5bXqoB4urelnEDFAIiohSLO9VSf\n+zwxRsZB6NbjsUMHh4mK4BUpKAEKSerkc7GBxF9DxE2BaYiMg+fQjdztet7vOu46x1038dAN7IaR\ne++kV2yKVKs162bDtlmxvrikvrhmddYSVOQwDfjHR6I7EHyiaRrOzi5Zbzb4lOZ5pTIjA2NEFGea\nRPFQnebQh2MrdJpSpxszVS8FaUjtRlFzbOqaVduikH5s3rkT82cWlQCZ52WYcrolzS6yZGtCIDnp\nbRpDEJn+8jlKJFtJDakEoJkZT7rUvmqbmVBS96ZNhclMgcIgsEZo48XPLfdhKegjrJVyrSUgIJm9\nlP+fYmE7KaJRdENP8B4dEk2z4tsv3vDi4godk4ihzGrIOgMBqfsqve1K9nqWkHiSPaEg6fl/H9C9\ntZLbitSchRCz/H+unw3CNglBARKQUxbqFLjcrHnz6gUX2zUVChOh0UYyZTngFFOgmyYeDkeOXQ8p\nzSwNaVElCYI4OmFfaYVLnofdnne3t7gQuHj1Fd+8ecMXL2642G5Y6UQKFW1wrIFVijS94dK3+O0V\n31y9ZP/lNzx0B+72O94+3HH/eM+v/+k/0XUDu/uecR9I3pJiAzSABSfURqHZa2K0cyBKawFhcexO\nIlfl3qd4ynDNZvaUCMm/MD/6QXYrfUBnnO3JciiXA/fB3nYSjSnJGwTaZEGrTCL+CVGuP648vxdF\nPqqA8QHlvRScIlxZ0B+k2kthadKaoCQig1IYFjc+njY8jWwUYgiUFMkbRZSyrRkji2hJoUKSo7GL\nDUEroYPBHDlElWVYJoYsRvV8QPOCVUDpdyWXWmgk87p9Enksk0l/MDfU/DytNVVdse86jl2H0pp+\nHPmLr7/l7e/3VMbi0kj0SRrXTgP3j49MPlBr5gaLb9/+yMYqvvzqJWd/1/K4f+B8vSJ62D32bCtx\ntt+8ecOmtozjRNSKtm0xtubt+1v+9mHHz372LS/ffMHPv/gG5RQvzJZqLyprZ2cXqNU1cYAhjIzd\nyHDsMLWiWVegA7F3pHFiTAE1TQzdgTR6Kq9otPRUmwZHmgZSErUtFSLNpqXdtNKuYFDcPdxTO8VV\nveXt41t023JTnxP0wMQIx4DxGq+ixG+UKBoN04iPnuvLNdfX1xwO0gNNqRNdoa5rmrrGT9KHqjgc\n0yS1apfna6IWVaih79muNmw2K/ZaEQOYyuLGEZXr1KL3JGvRVY1CEa0l+UCYsvJoXtxGCb1QCo9F\n7TMpoTqQRCHx4vyMC7as12vpw9bYmZdNKqqRnz9knWiwGmWNNJhWC1tXGoiSAZ2RdamtkZoPa8FW\nJJs3YWukhswYmtWa1WbD7n7Hf/j3f8P/+b/9G37zj78jnr3gh/dvYdXw5tufsVmtiP3EVXvGl9cv\nedNWvLg442Kz4WK9ZtOuUcmgTU273qJXlsF6tIpEE4lZucubCqMrQkh0MVE1tTR3jRFdGZGWVjAm\n0CtpUp1SlHrOhIhoZMl6ozT4hHOe8XAUWfemwdYG27YEEvvvfkt/3EOMhMmjU+J8taJeJXbtFkti\nvV6T6ooxSk+m4/6RQ7ejWlW8eHFFe3ZOnxz9MBBCEPXO7AZpXXpDSoTVaKlXa+uapqqI0aOMyPOr\nDOYLrUYb/cSRkbkVcN5TGYU1NmdHCkiIeO9EUMmYue4tOlGPK7bjp45i54rsf8mUnPbKpxmYAug+\nd8QYch84k6m/J5VgCXCmLJhwql9TSgm9UStQIiwldXZW3MuTtzfTjKW30QIALhz/E7DSGJPmQGEq\nACN/joL3T/d9PtnCsc6gd/HasjPM4QR1AmxP3Lr0B4K1xf3+FDgrdNLT389OkeOb88Mqi8Jk2TZF\nriuas4cpA5w0v8guJeKfAYwnn0MpCsjIEGmWQldFPS7bohjFmVO5x5qfgdqnb0cMnuG4Z+h7pnEi\njSMpQIoaaxuEMbC8H1I75CbH0I8cuoldN3B7OPL9w54fHg/cdQP73nEYHf000RfVXG1plCWM0p7D\ndz11fSTVBtvWtO2Wa12jTEPXdxhtqFcbpIH0SWkxhpBrMcnreyHMsnA+5/HJAWFDaZAtoERHRQoe\nNwyMXYf3nstLAYbk94k+qxpaI1P7EwEW+UXGWuyTAu+FlTEM+Gma9QhizBX2KcNqlZNHOcCmFCIY\nMtMqn9YTp5KdynRBKY9LpUkTta1mf3H5GqGwn8ayALSI1HXFLHaRSHgSvRvFvvjAzXrLL794w0Wz\nJvU9FVqYTSABGCXsC6UlW0aKszrmfI+erzmerrk0+4n5f3n9S84hS+OX71io1llJMffS1ASalHi5\n2fDtixuuNhsaoEmwtRUrbWQeAFOIPHYDtw9HjscRRUVT15kWnn3nJCBParc1vRu4e9jx9v6eqDVf\nvPmab7/5iuvzDY0RGSYxq9I6xqLYGIsOW6bg6dzI0azo6zOGixd0L9/QTQO/+fMvub975Psf3vLD\n93fc3+057AeG4444emxq0VSokGn0SeODBFIjCqUrVLWZfRTJrhbVzaVI39JwfTCRF7/ndZNOjxc/\nvWSp1eK56fnryb5WScul8uJMvy97ecnEZrG1z+2kf/Q+atF7qfHwMdeeTLkYUpDmMippcuRTa0XS\nGq8tSgdU0ERCNulACugYJCKTN2sUsviLBKwRJxJk45Y9Vp0286I0aUyOrKo5IhjlVUAewAL4Mkic\nUVcxCtlBnnk5ZYPPG7uciPLkD6O35b3UqW7EVhalJMIWYmTwjikF6nWL957r62txFr0npCBiFElU\nIe92Ow5Dx6puUFrTVBKZ8mHk8vKGv/zzX/Bv//Y/MfVH/DTRBcX6/IxSVxSIDMPA2YsbAPaHA9Za\nvvvxHW8PB345jfz8mz/hcr0lPEzsjwPrdU2zOqdtz5n6ibGfRCQilvsg/TkSiaZuSYZc15RBqTZU\nusYmjXcBNToUgRqDrVbUVUttGoKKNBcVa1szPXbYlUb1kd3vb3n11WvWoeI8rTF9RPWKel2xbVds\nVyO7/U6MmHMcHnecnZ2hgfv7W2JKVKaGEGelO220cL6VEhEbpZjchNIbLs7PsF0vDcaHgdpWEmSI\nibqpiIVLnwqXP5B8QFuD1QZV14zjKLL8QRy4qqqotJGmo05S+cZodEJ6+KhEbWuqWqKNKvdqKyn6\nUnv52UOLnLqoqkeSsajKMhdnAElF8GGe/1L3lb1PrTCZ3phyrxuqitTUmLbBblf4lHh4fGAcel69\nfMHWNEz7xPZF4je+49999yt2/UQbDDdpxVm0/Levz/nm1Q1XbcOZrTizDa2qaExLU69p11vqdoWx\nUNWQ8ITkRCXW1qAM0TaozYrKWEBageimkkaqKULuCRi9gH+d1alQSvosGY0fZE1M3R7lZaM31sC6\nYdSJxiiiVuh1w1TDZr1lvT7D/ehpdYW1CmUNIXr81DP0B6aho6kNV6+vufniNXuf6LoBN04EN56G\nRYvdMLa0LAFTCShr25q6qQhe1GwL7bGAs5JRAwHiVkn0tDgVSdusxKjwwVFRnSLr3qMXDlBMIW9Q\nPw3USsajOCAl8VIyBLOBW2aO/gDMUSi2pR5E/PdnVL+yd3DaP9Am1z2L3ddaY6vqBBaXWTCVqTPq\n89dUgMLpw5ze+5QRk/suojMZzMDJ1qdTPUMJHqrE071AGUpt25NDFeCm/5Bb9/kjxac+x7MjRiRo\nWZ6er6d8JRURGeviJH/kLTIF78lHKEFVUt77Fap0liqRzByHloh5AawlEBBIKteJZnnRT7Fh5s8S\nPFO3B+8xWMYwMo0eayusMiJ9HoWyRFHz84nj4DgcBu72I2/3HT/sdnz38MDtMND5hEPjbJXrWSPK\nVtiqxW7OUc2aZCtcSuA8u/0B3RtMZVG24vLsgqvz6/n+hOAk80Wm0GWmkLWSVXfpE4G3xY1PcbH+\n8k9Nwk2OqeuYxg5tDavNWgKQMUqvwXwaFRJFaJcyFE9AB2QZphxUklYAfnKEyRGdlKjEEE9iO3mt\nBg3JFKXLlIWA8rDldMYpeydr+Ol3DnxkOnVKaVE/95llm/2sAuJCSrjgmUJgCF7EhGLARni9veTF\n+lxaD/lJWvqorICY0qwFcdId+BBcPlkH6rQXP2ckyOvS4hynmI2Ay4UoTG72Lgw6T5U8F1bx1dmG\nN+cb1lbRpMjKWta2wswjlRiC57EfeTiMuClSm5q2rlFIkCMmSZJYLUyRPga66OjHUdr2bLe8+uIN\nLy+vaIzBu4mUPEalXE8mgc1Kaxpl8aai1Za1qZliYEqBqZ7o3UR7+Zrhsmf3xSOPv7zn/e6WH959\nx+9/+B3vbt9xvJ1wh5E0RVAGbVt0VWOSFrubhDYptzhTI6WqNAf9Po3PPjovsqt+emwRGHv2+LMX\nP/s9LR6KJx9KJfGxCs7REuT+ZwvUYoQUEiYkbAhSeB880o2vzptsiXqepKbJi9zrXK+kAj5GavLG\nkWt6lMp8dw0pSZZAVwblLHgpSF4aMVTKBaz5O5mZapniYsXALC092xNydi2lxWAvpTqZUXqCZ4Du\nGTBbZuQg19Oc/lZKaErW1JINmEZUJYMdSez2O/pppO97ajTJRNp2zTQJxakbB47jyJv1Fc1qDVMv\nYgVZCOPNV1/w47v33L57oOuOnJ2fY6qG3WHP7bt3fPXymn4aGcaRVdvS9R37fUd9dcnj4cj/9bf/\nAbziX//V/8D2fMvh8Y6QEr1W6MExDiNhmDKNIHdSsaB8QNUr6saKXPnKgNUMjwf6yeHHI03QKB/Q\niBGobY2ujVDQElQKqqZi0zTcPt6jHFw3Z/RhxAxwbS9IwDh0pA62Zytu1orhzNE97tjnZpeHDD7X\nqxXen7Hf7+ZNYBgGKgVWCw3DSDSAyp7Get00pBi5u3UMw5FmfY4xCjc4opK2AOPkRVwkgynnMnDV\nispY2roR1c5JuPeVkX5XYjxjrtPRmJhLYHLkWQcBbUapmUKmyRm5n3DlpLlxLlz3eb3EOjf3zIXg\nIO0xcpQ1ZQCQklDXpN9NDVZoFLQN1XpFsxZxk8N+T7KKX/7lL3l1dcX9737g7u9/y02/4uq441cP\n7/nHfqAjcKgVR234k/WKdKGpz1esm4Yz29Img+8ddw/f4f9pwvQKbaHZWOqVRdfSzFlVRjKZZkPT\n1Gg00zQSVMKuV1Rna1RlpdfPOJLFO/3+AAAgAElEQVRcxCpDlZ2tMQVMU2NsYuxu8VYRUmSFZpM0\ntrLUl2fQGuxXX2MuNviLNarWmO0Zx8PIu189MO57OGsI08CYEv3UMR4PxDBydtZy8/KS1XnLePDU\nvkZrJYEW73JTa0uIHqOkYN8AldE0taVpaprKMEVFafKstRZFVuOfZEp0tonGGGLMkcccoZf3zM/L\nqpAhFNGbkwNUXvOTQG2OJKunGaFU7CWZ4rNQD038ZCuJci0s7PATW7rcbGfwlbOIZQ9ZgLLnGb0i\nPqCTPsXSPmKnZwGA3BOoeGQpP39+D4AkgkBSlcKJhi93e/nhTp8l7wUFkMi5FwqE6r9Aej9vXx+j\nyZ0YIH+AS1NikMXhzF8z1WwBvD+8hqxUNztRS3BMtmCzJcu3oXBGhcEgNY6GlIIEUJPUgpM8BI8K\nU1Yd/HxWNnhHt3vAkjAojK5zJtXgYskqC9UxefA+0jnP/aHjYX/gx13PD489Pz7ueNsdOYaA15ag\nhO3gC+PBWMxqgz27oD6/wmzO0HVNMorBO9zQEXxAG8N6s2G9Pce0VZZQtzRW4Zybqb6l1UQJ8mH1\nHPw9UZoXGZzsP8jrDOhIcg4/dPj+gAqedr2ibiqSSngnfUIlZylU0uKsnqi6JQghGT+NxuZvcUoD\n0U9E56SGKIQMMiSxkBM1Qisttc2Zdsf8bUEVRdb8P8Q2xKKOViZ1AT6Lea0W82o5x2c6IilXyhQq\noWdyjjF6fIqM40ijDF+/+oJ11fCwe6SuNJWq89qWRSCk0HgSFvlgygv4mldKev6/02coj8VELv9R\nkHReTxJECSnhQ5QG15Vmio7kJzZG83J7xs+uLnjZWJT3NJVl2zTURkvgI2mcTuzdxPvjwK4LxGip\n64bKGIiBEDxB6Zm+rYNQLo/B0XcjSVWsLs95/eJLzjdneZ8IUlNf7mz2g2OMTEh5Rl21WJq5L9zk\nHIOb0AfLVDtuqnOG8xccXr/h9ss3/Ozbb7nb3fH92zt+fHfH3btbuocDcRiJMZcAVBU6VcRJz+8N\nSIC1BHkookAFbD37SXnZyW+f/1+CBMsxe2baTqgg++7E02tTIU3L+WPKLBCVJCFkDNgKTPXBvFke\nf9yMWozoUHqpSXNdbAXWzDfxCe1R69lIoTXBGLQXBcikpK5EMlzCiSbZfBMV6CRNCY3FVAbvNNGX\nGFMZp7JZZe50poDpqIttmkdENsdFNGseaPmeo1eLtDYxRxtiIulFRu0je+xy8y1+TjlKWl8rWXz9\nMOCSBqPxwTEFzziOtG0rsra10OOmYWS1qkhB008TTbti1a4YfnwkRmhrSxx3pGT45Z/+gjj9HRqP\nrbJSGnD/cM+ffPMVvnfsdjsuzs+5ub7h9u6B4AL1esvxOHL7+7fsb95ztrqRPmtbS4qWfuolMhkD\nsR8Z+47aGhpjWNFSVzXGGpJOwkm3dqYPuZhIwQlIauu5j5MqPRS9QqmIm4QCetZuGN3I9fYaVSn2\n3YHz1RmhhsfJk/pES82aiXOtua4bQjcypEjQmnEY0FqxalqMUozjwND1WGuZpgldS5jRWIsxisoK\nkAuZlqUTVNpkConQRO8fj3RDR6MlwqWzAYk+EFDiMGDQRrNu2lwnIK0rkvdSiKwNSovQgVYam8Aq\nhYqybSQvDk1VZ/n10ij7ZMc+eUjGuUJFhTaRaHO7CxI4mbc6aTEwYUkrONX+YA1Yg6obdGXRbQO2\nwmsNRhGswmxbLutXnF+ccXF9zouvrrj4z7/l1ff3/DfbC36zuuT/fv87fh16Hmr4Xa+4cOdcbq5p\nXl6zXW1Z6QoT4Kyb6H73wPjDjqgD9XnD9vqM+nyDblpcSvT9iH+7Q08e6wIMkwRSoocKoqqoQqTK\nPmGlhFw1qsikElhoztdcfLkhrWuwmtZF7GMPPlDfXBAuWvjyKzjfELc17aaiqRqOh+9w3tFqQ7KW\nXoEPDu8GYnA0leX8fEO7rkjKs141BJPox4G9sbPxN0ZRmwqDR2uRW66rilXb5D6HlhhkVknE/QTY\nQFovPHUMyBmy4ojJ38bmjHFugxKLOqkutlgWnFKKED4PqE7zo2SplhNwucUV8KfEEfsJwKCz7L8q\n50886cH5KerkjH9QC6ezAMkTSJsvT53qqT6Mkp8ckgJensRUF06zzg5czOeTLNAp8KjUCWSmVADY\n6SdATCc613w/c23zSW3404CtfI6P0Qxnmv1P1ByaZ4CbRfZKZeqmSk+vQS3AhUKA/wkk60U9YnGq\n9Qn0KoVAhijlCCnlbMyMOiFJ5k3EpLz4E+X/n5lG0XsBakrT2gataurG4BIMwVGlStg0LjENgeM4\ncd+PvDvseb8/8P3jwLvdyH7o6F0BD8KACN6Lyq81mLpGt2v0eoNab0hVzQQo70DDMA4MXQcopmnE\neUe9XotYhlE0xtDUDVVVMbmJYZoIY8m0a7H3y6OMb85kp1xTWhzGFCJuHBm7I2EcqIyi3axAqyzA\nEmRvyvvusum7zn+r4ufoiIpacJUClUQFM05SliAqj+LzlOxHQmWQZkhZayCJQUPXFboRCrqyFmUt\n1lYSSM7KlwVY+RxYMojNmLNo8xwva6vM9ZLdL0BNKIQ+RsmmTRPj5HDOy9/jyIvzG15fvwDgcejQ\nSWGDxxjp31ZVUrcrwhd+XtsliDnP/xz0ijGhNai4zJgpeSwpVCw04WV5wSIgsrBDWimi1vgsqLdu\nK7483/LV2YZ1DKToqOuaVW1n1W9P5BgD7/oDb3dHDmNEaWGZ6GyHkhb/VQMueapU4Yg89D339w+k\nBJeXV7y8fEltGwHeRq4vIj6t+CJiK0IuBkw+B7a0ZEbbpqGuKi4aGCfFbox0QbMNLefmnBftVxyv\nB37+7S13h3e8/fEdb79/y+3bWx7uH+kO0pc0JgN2PfvYwsTLazFGgpe+r88TIqflUpz6j4C0eR9a\nJF2KtVrsASeaZDxtBDNIS7ONSjpJhi/3BMRIi5Bo/zkDtSy1rXxEuQDWEauRFIxEYVJE+qSpebIb\nI418o9YEJZGXoCT6Bn6+uSplyexFBFWaC5rcaDgbCE71Y0U7Us3hQnnPUJqdPrv+8ve8QZfBWqZP\nU9mUlxNgMbAZrJ2iVZ84soERR8qKlGzyWKtxk8Mpg7IGPw1z76TLy0v60RMJ0htsGGnaiqqyHMeB\nwY3iGIXEOEwEr9Ha0h+OfPHFa9Sf/YJu94jzHYNruX7xgvh3YiTPzs/ASxSqXrVcXl3xT3cHmnrF\nl+c33OgN/W/fs7MD6+aMzfU5URmccjR1g0+KYXCokA1/n7BJ02CYBscURyq1pgqKtWlQrZWuCiFI\nlDKLJxCTUCxCgBBzNMhh60oKZ22NthVVU+MGj4mW69UlPk74LhC6iTpFNlHxslmTmsBtl4i1jNth\nv8daw3q9BkQwpKoqop/w3uMmR1PVGC2ZXaVykfo4kmKkaeqsjpU4vzxjd/9ANwzoBupc8ybUFqHi\nldR4SkGuXxsaW+FQEqj0orRotDTe1uSapYXzbFACQrIQBirOgj0fE3J4fizXGsZKtkB7gpbMnWyO\nRjIUSaJXUSsRobAWbSt0VaHqCl3XqKohWjPXIrCqUaHBq4TWLdv1a5qvb7h4/ZrwT7d0393yzc09\nb958xd/sfuA/3n3P/d3Af/zNd6RUs1pfsL5YYdo1bVVTR4WuNzTbltQoNjfnnL2+pr66ILYtI4q6\nG9G/+Sf87oh56NAH2bn0tiVd1UytYV1taXQtxeJBVLXq2mBWNfZyy/bmis3NJZy1YDX64cj4m+/x\nuwPp1SX65gzz1Z8Qm4pK/X/MvVmPJFlypfndTdU2X2LJPWthgWRXdxe6MWgC04MB5n/P87wMGtPA\nDNlsgsXaWLlGeLiHu62qeheZB7lXzSKyMopvpCUsPcLD3UxN9eoVkSNHzkk4C3m3Jz0d2fgFfpkY\nO08MFlIhTRMlRfpgCJ1R9dJYMGgAW6+XbDZrnrowB+bgm6G1wXlH13n6PtB1nhAcOep1aL5LcwJ+\nwUrAGLx3NXmw1SsqV2/Aur+WUr2LarArpSZvDh98TdLOxrE/9rC182Uroq+CaLV7Zlri1rbbi/3v\nz7xuEwlRMOwsGIDV9fhuyXIumOa9uRVhFeCzzdS8FqctqF+i8e2+OB/iRaB+v+Cc/5056TLN40hf\ncS6upCVrF0WQ1PdsX4FK13/3vGiR9qM5yDuPS7xv7si893Ty4Q6psxYndv58KmhUWk9DuwEX4ha6\n3HRY3jg3H29jJzTUfe6uUYt541TZbVZ0ru9ZE1qRZpyjn6zR540UJEfEeKTNKvzo+Si6jxfLlA2+\nW4DrMAhlEmKdf45j4XAYeLsf+P5w4Nvdltf7HXf7zH6UShPUblLOlcou1ai687i+xy9XhPUVYb3B\nL9fQe7IVUh6Z0olxOmLFErxlmjzFgRGPSxYxnuVySdcpOCkiHIdBr4dzZ1P1P/HQZd5ENYRSEnkc\nGfY7hv0OcmLR94Tg6lwvIFlzo1LajVIBlgYq1w5FS16NzoMqTT+TppGpiikp/b4VHud1WG9ULdRs\nBcWtdhjU5FqFRUztsjWBKhOCqtyaCxokCtw7Z2bBJPPO/WvmtYoBMU1WvxZpMRFj1G7aOHIaIuM0\ngcD11RXOOXbHA7us/+bKRPCBVd+zlp7eO4IxVbxOga+mfGprE2Ge00Xeu14XBVsDjzTUV/PrMqtG\nNgENrMGJQ4xjRL3lVsHx7GrNp7c3vFwtCWnEeB3N8P4MCEUy2/HI690jb/YHpmLpux7vghbUF00G\njGGyQomJ/RT57vGeV6/fUJJwffWc28UNki1j1Dl/Y00txqvXavtsrvqc1XXQ2D8AXoTORUIvdK4j\nSs9UYIjCoUucxsjeLDlePef07Gc8fbnj/u1bXj+84dXrO+4e7tlt95x2E9OYSGOCZMg21K6a8o7m\nve9ib+bi73MuPv/5/G9m/tbFubm8gvMWUxP+0j5fKwDq9ba6TnFWWUiujmWEgIR/w4VaycoBpxQk\np2oWG1BKQ5kDXCtiLjtrps4aGM5iIfUSKKe8CGJK22f05ywYZ9T7pyE586ajvzvHQa3czjf9ByLh\njKI0kFF++O9wsTh+8D1dAD+gPF521erfnVVfoBxHSo4sXKc3sFP1tyEnBKe0x65jfxgY0ollv5rn\nTbrOcjieeNzuSDHRdYFhyEyTsOg89/cPLK/WfPHFZ/xxOHA87OmDx9oFz58/nylHIQSdowoqVLIO\nC4bdQL/u+eL5c26Lxz6d6G/XrGxgsgZZFjbdGnE9fbYsCRATjIXheCI44TQcGPKRnqLmzRF8pTxG\n74heNycNjZqdBaPBO6fI4mpJv+x5fHpifX3FlCNxmLjeXHM4ntgsr9jHPXkYiMeBxcpxHTrClWfh\nViQMp+GRGBVdG4YTIGw2a6y1VVxEJeqnaYLVqiatqaJmiio2Y/HTaQCEm5sb7pdv2B0fic6z6ntS\nSvrzLbDUBZRyVvoHzAE6xniB4lMLfl0ToQZwaw3BOUXERKr/jyYTtmS1ofgztVqTGm5mxSVXQKNc\nIIROxXe0EaBzo8Z7nA9YX+kqVWSkWEu/XGF6xyGeiBQV7vAGxgkpQiqW65/f4J59wvDRG9b3j3x2\nGvnrh3v+8M3X/J/+a37/7Vf8t8d/oExQcuDTly8JrmOcIubpgRUH+sWG5W1PfrEm3q6Q9RWEHp8z\n12s4fP2KZIXgDcE6uhc3mI9vmNaBENb0pidPiePpRJSCvV6x+uQ5y09e0N08Iy+vMLcrrPWU+yfG\nyTEtnjBfvMB/9pxh80xTyuMB2R3Yf/WG9LDjdrGiLDOT00I758zpdGQ6HulWgTiNjOOJ6B1GesQ7\nuq5jvVqx7Ps5PNga1J1RxccQVIa/80Fn6JyyBhpYU2rSaIxRn6GaKXedmui2GYlcCilGLcaczqaZ\nuv4ail3qWvPOaVdk3pl+/DEbYxvD3HmZkyi9e8vFHj/vdR9eoufXv9h0RSpF3JyBsiatfEY+LxgO\n9by0QuFyXHimg76HYv8pMK11qt65h9o5K2XuDsnla1f+4xwTjDnvAe99beeqiVC9T138F9EeL47r\n/a/tOPWZPtCTgza7jdREsqqC6joyVU3zDAgY02YDLRRVD8X7uXho5wWYfSGxrSAw1AGkd2Pq+82y\nuqZFypw76Gzbh6mPBkNwCh7kXJAp4xceHwJehOl0oMTCdErs90fe7g682e74fvfE98cd28mSpcOD\nUv5ygWqfYqylC57itejAOjAduIBU71EhM0wnhvFILpFFv2KzXrBY9mRvmEpSCfs6y7wUoVv0bNYb\njHMcj0emaZoT4h972CawU33T4jRwOh0ZhyOhQBcCxume1MAPnYNSuryxltmUai6N5Z2/NzuKkkst\nehTIVNplXaf13hNzLgQwSg+WBljUV63EhjbSP+8dPxAJKUUB9nov28vOREv+OIMKttonKTU1k3Ih\npfTOczgNxBLxwbNerxnHkYfjkckn7sc9EkeCday6jvXQs+k61iGw8I4wjwG0+5q5OyXUjvrF/d0A\nGj1/Z4ZWayA0wabCOcdthV3JhVgyqWTCoudms+HlzTXP1ksWcSB3Hu+rBQHMM7K7aeR+v2M/jGCv\n6cKSYD0wVWpeoYgWN8UZppzYHo+8eXzg7eMjUgyrxZqF7ZCi7hCmivElADF1Hs7qjGbJ6k1Z1wCY\nqj2kM3rViUDvIwtLB1cOngVD6i37/IJTfs7JD+y6E59dfcrusxNv/+KJ12/veXP/hjevv+fx7ZaH\nN1sOuxMlnuujC43FH3+09P294DPv1/OG8x5QdvHXMy504Yl3gU4YA+IbaGUR5yr7SMXXPvT41y3U\nTKKIJeUEMWJCOCv6SMZKwojBt3OkgxVk78nZghhkktqEUOnsQiRScKYmsaIiI8ZYMoZkLNl2ZL9C\nPJBGMAVrm0qYQDKADmoignWCtUH9ekyqiIEWg8VVG1fbbr4yDy8W0ABSvN6wrSVcL6ipiYWUM6ra\niraLOxZqUeCtY+UDkoU0ZXzXk13PMEU6EZ71PdMjLPtrvnl9z43tWYWk9KSYkQTTlNksO8Yxsnvc\ncrVYc9st+ePjHV9//w1ffvY5Xcy8+sff8+n/8p/4+MXH/GH6ClkvuBodm2VHiiow8uL6Rj9kFPJp\nIJmEMcJGPMvJ4n3g6vktm+cfEZMwjSPOwHH/lnRKelNeeQ5PR477Pd47juXIMe/pF57FuqfExBAH\nUhQ99ejrOueQlEgxqwGwC2CCytHnSCcdN6sbUsp0xkJwyqDpPSZFni2uOBXo45KF6bCrDpP3mCD8\n8qPPWdz3/Pabr5iyYJc9u2HCOEMwhaveELhhd9BAOcQB4zVg5yxYqfNy3tF7z4glxoy/XnD18iXf\nPzxqUZUmOh9weCpeAVg8TtdqRr2zMLhicNI2BlOHmDNkwUwZIWmXxKh8ugu1i1E78QZwWakqH0yD\nc8YmTaiK9WSTMEaHxHFG599Aj6UGDLEZYzzGGbUXsIJYqlCDQzr1RnQFQjYsiql0BUsygZQzIdff\ne+bwXc/1Jx9RjhOLpx3PfvITfvbT7/kfv/4H/u43/8i3v/kND2/u2Nze0ncrJMN1El4Yw+p2wZdp\n4i9f3PBitWLqekbb45cLfClsf/uK+1dv+elPf8ryF18inz3D36zpc0EWGyRl3MMdvD6w6JYsvvgC\n++lHhJc32LDAxg5fOiQLLDf4Lz8jbjYsnt3iXMe+y2yOifL9A+XtI+HxgM1C9obTdUf0UByMw8D2\n8Y4pbrGLNYviCdHjpOeUH7EpEPcjZRh1L/FC6KoZs/M4Z+m84WbVs+pslb+2GN8RugUuqPedNQZb\nhGAsfeiUmuIsi25ByYKznuA7SpwgaLHvXSBjsSZQcoFJ8J0WNFOJaiNhvSpj2g8HGIeBUkilUhKN\nwXrt4rUiy1R57CxlTuD+rOpj1ie2BfxaWElWNp7Rjomtd5T+oCL3GFeTRf1XjTMygz4Fg1iHsV6p\nKZRWRTQ9HU2jLpLIy6Mt9R5Vv8yWfOa5KLat8EjtBcxZYr19dnP2ZmogoauxoP03M/Xr/zUJuhBo\nqei80jz1mAznoszMEuOlGhpXUY6sQgoiVUnRmBkgwEKqVh8lt+cF/ceoQnKzc7DeYYoqx9qiNEfH\nlQp92TqLZlSAp6WptiiNcY6GLZEX9UdMYvA1ORTb1UIxY4sCZXrayrsjgH/iYazF+AWmRLxRn6k0\nDJTB0vdLpF+yS0cep4n7KfLqNPH9fuTNPnOcPEW8rhEyuSRlHlQqqDUO5xeYxRXd+ob+6pawXqqC\nYu0uGBE6CQwSKM7AYkXpl+TQYazDZ82DsgEpiTycCDnqXLRTICfn+u9VitxaVetT5TuZBYKKFMgT\nLo/YcYBhwCbB90u6fo3Dq6R+yfNJE1HamtTr6pxV5eucawdaE29HwTnBkSmTvn4YIyYVLYRaQSG5\nXuMqFIfVe9FailNKv68q3sUZbLCU4CnBkav4jpM2e63wek4ZnKnz11W8xdi51i9Sahdf76uctQFQ\nMJRiNC+JmZiEXAwTcPRCngor3zNOE3/cPtI5TzHCMcFunLDGchUKN33hpkuse89m0bFadARvNM6W\n2l0Rg610PAFVLHRKG08UslTNg6KG6iklJmOIFiYDU8V1sI5GMCwSSUSqzgvPveWvr9b8bLXApMzB\nOlZdYBE8ATASyWR2ZeTV456Ht0IeF3Sdx1PQT17AhBnwCli605qHacv3p1fc339NftzCckX2K1Lu\neEoRL0KfPM6UuRjNhTq3Kxh77pprQSQ199U1ZqvFVhsFsrWqsQ46a3heeopYYl5wjCuOaeSYRvbL\na75YPuPx2Sfc/fRzto9b7u7ecPf6DU8Pjzw97Tgdd0xjxMW+Nm9qg0Zq5VS7+rYUXG4gtX6G0lTg\nqzURWdevzrEq8NHoxbpvpQqq6Acr0oBEzcU09lidvXQeQoDQIcEh4cOl2L9qoWapFycXyGpcJznr\nYG2NxKYaP83BwpoZpZWGQoo2WrnojhUpjek+Ayu2vo4YhxivgdRYXSQV+aB1EyoOIrOvWkMS9cUa\nhUwHUs/oyXkQ6FyaN0S1GY7yg2r7PbiwHUt96D6pSLYRZt8j7zuSwDDVIi509KEj+I7tfs/V2rPq\nA0PUDamUwhQTKau86ThGrheGm6trPgEehx3BWb78/Av+/u/+J3/8w9f86r/8Z+5PT/z+q3/mv/zV\nf2a9XJDiRBY4hYEcE9ebK9bLFcObHeYorNdLenokWoo4ihhyzDUxKRyPJw7bHTYVlqEHk+lWgfVy\nRRkiuIJxWogo+8+SS4RcixNn8F03ByGd3RS60LHse46nHWlshYsBWzDekI3OEZz2A1fXS/pgcMli\nos6hsVJDwqXoTN1peeR+OjBZ2E07DpzoA5hFR7BuTqRyo4YZmtKGJotFWPQ945g4Hk+MVxObm2tc\nFzgOA50OdRGc+rvlhmpbhzPNit3UzR6cNFU3U/cYA5IVnSp15kXqrl/Qyi8XlSjPok/3YWRJE1BF\nKYuRGeV0laZimjeJQV+v/g71OplKYSne6Xxa8BSvocCUUj+HImpilYIMyvOXagpsTcAuFrBImEVP\nuN7w6XrNl59+zK/+43/gN99+zT999RXffvea4/6Ew/O83zD2K/rDgclb+mfPWX30OTe3tyzCijEJ\nD28e+N0f/sjp8Ylf/u+fs/jrn7O77gm31yyKJbsFqxiZDjtOxyOLxYr1y5eUm+dIF/Cuw4uHLKSS\n1NPhqsf6jNmoWtqLJJz++A0Pf/8bQhbWCx3SjjGTraF4y2k88vbxLY9Pb8EOLJNjjAMpLumc16Il\nF8bDgdN+X30PDX0fNBDArHjW94EueFz1VWtzm60Dakr9WoNGqTS/4ENbXVhjSE09qylTSQuqVu+v\nKnKTc8HYgvcBSpWj/sCjVIPbhr7PyH8tsBpS3roi5bwKP/i6um0KrUQ6d3Bqd/dCN0dQamcBLUic\nnitr1UMtvDO/oPOAWvwlpOg9ZS8C8pkSI3PicblntwSkefkBGDsjMTQwTuq51phUqtR0pTdaeSf2\nYC/ncMw7nSja0cxKVe9+v92w79QsraPYIMUWk0pWennRbkgRqZZObX6lzloULQ5qPUAzmAVdK7l2\nP6RYxDvt5FurBZtJ85wGztaZQHMuLE2d06HRIfVilouuJHOxqoQkLeKYUe8mR/JBUAqr87hOO0k5\nR6ZRwQdrslK5jSM7R7KOyRiOuXCMmWHSeROH+plKTtjZPsDVWfgFtl8RVmvCaonvQh27qNc7F4wY\nOt/hup5+tcKEqhZZ93NXKaCa4CdyyaScZxpz6AKx0v7PF7h2l6vxspCVfl8SkiJpGMiTFhtd1+O8\n1yS2igY5dzbbnMGI0tAImZPcZkzuamHUmFGSEiaptH2pHdd8MXdaMYOq7q1rXr27NO6177fOA87O\na6tRXNv7O2vx3s6z3iIqpNU6Ie2Oa/vczEwAEF1TsQhjypzixHGamHIip0xxie1hTxGDC51aQknh\nEHU/PVnHEDyHLmihtlqwySuuusDaVBpm3U3Ui8+QDGTbAAsV7ChtnZrzci0K7dA8TKXmnaXmCSkX\nxCqp77rv+eL6hp/c3nLb9xSE5Bzrvmfh9NwYYCKzHY7cb/fsDgkRtafR7a/uZbXL0DpCeYKhJHan\nLfvtWyRF8D0RxzFmjrFwnS3F1vvNGpS0I7qm2v7Suoig165U2roxlShQYZkZMJqvGt4InTN1VtGy\nyJ5N6blJS54vVuymDbdpw+lm4PDRZ+x+fuDp6YnvX7/im+++5c3DPeMucTwMlDgiNKEady4WrZst\nWcoso1/P/2V+blpmL+/swXNck3bT6Pqa929qjLF1nKQJiDgPTucxP7RT/esWakVlxZ0UbCmYlJGY\nkCkSu0jxQVEcY5VXXOskqajdmZZoKbWan7uUpWhQkYuBbxq6QTXCrnMT6BBkDfm14Dofp2k2AVw2\np+td9V6N9U6NNvfspf6oCg/COyIAACAASURBVJCAor1G3L84IWmGyDlnYoz4EHDecZompeg5i/jA\nZrPGWMN+uyd2a676DvaQK1KWc2GMiZi80utECJ3ns08/ZnHskAw3L14QVmv+6fd/4PNf/IyffPET\nfvvb3xJj5JNPPuHu+1e8fXhg1SlKMY4jXd/z6fXHXF9t+OnzL1mnjrQfOXHEm26eC8yic1whaEK5\n6DsWIeh1rzL0q9WSlFSCvveBLgQGVLmupEwcJ7yxeOMwogbRsWR87wjrntVyRcpRi+tgSGXU7oGz\n9L4j2omF93T9kiQRGQtYw6pfYgSmQ+az/pry/HO+P2x5iEdyGjjGgdQVxgwxHJlyxhkYxwlnwFjD\nZD3DNLEpgZwLfd+zXgtv3+44nU7c3Dzj2fNbXn/7ilJKNV5W6kwRIeas0uvO49CZNanoU5vpAE0y\ngZmea5s3Ud1kyUJJgrV1k6xF20yb/NB6q4BD8yyaJWTt3KrQ3M5IVeezs8eWddrKd0HNSW2lPZmG\nSrU3b7EYo/N11tV7q/L1nWCNZxE83WpJNpaXL1/y4i9+zs+2/45//823/PPv/sD3X3/L9uGR4yFy\nHCYO05FjPFKsxS+v+UVZETY37A4Db/7HP/Lmq28I2dA9u6V/8YJHG0m+pzM6Sxe6wuNh5PtvXvNy\nec0nmyvKYklOGYdwMLF60RU8BskDaTpwPI4MxxMv709Mv/4j+bvX9JuNGnMbSxFLbwMnMk97DSIP\nj48sV5axKqHGGOl6wXtLGoWcEuNwYhxOWGPoQ0/JCYyo0bW1BOfpvCN4LdxK0YCjCVKqqo6tiyqz\naa6roI9QquFrqeJOmgiImDqnpntUShnfBaxRJcrgO5z5IV//h3tX+ZO0wZm2116hZW9tR/zz2+Jc\nsDSKXTOxbh5xzW9KStE4Ke3nak0ghZIT4rqq/qtCFNYaKIYsmuAmqRQsPfBzcNaD0OOwOg+hHWZT\nIXIt1ARRoGMGOcx5Bqge/zyJZZUac346rNVr15JOW9+XWk/PYafO4PwYDW6eKfrB9y+uySV22ObP\nWgxVWPn8SnNCpwlVK6+kbkS5FKyRWsgZslO/08SIsUoPNNWqALGzAiQ1eTW1izYjQ2g30lir4w31\n4I3R+N0Q7vn45zX1I+vHKuCXS4ZSC6Gsa2JMRzCWcUjadRGYREimqvG5Zh10TtiKmJn1Y7pOwabV\nEr9a4Ba9IuheC7WUM2McKdOEMYblckG/WOCsnVUxnXGzXP0lRTXnPM+ceufJRRkMLceRmpc0urKA\ndq1zZhpHTscjcZrofKcquMaQknqd1R2YS/sEa5SefAksS6Xuuou9pKREjokSUxVT0UJtlpOviLmg\n+ZtUdW2Vmbfz2p/vX3NJDTxfyTb7aa05z6qLkFJ652faHOY7VOEKFgrnc5opTJI5pcgpTuQpUVJi\nIrLd79mfJoz3KutsLamK4A3GcnKerQ8s+sDytGQ1TrzoFrz0C/q+I3ShjtloHphr4eVzy+cthTIL\nrSity2GQ2uUu87GXIrPiYxZ9eoQXixU/ef6cF9cbFYCSTPCem76jr7dPMXBMibvtnje7HYcY8XZR\nRafcBU5V91OFY5hsZrTC/rDn8LTVY/SeIU68Oe75eAoMU2Cygq/bXr5IexUvfg8wMY3Cr/ulrftF\nK9DaSAX1a5RIqqrA1hkW3rPAk6Uj9rVgi1fs+yOH/sTpKnJ6Gfny0y/58oufcv/4lu/evubu9R3b\nhyeGw8R4Ssg4gTgcCo4m3XXOe2vrjteaoLT1K9JoE/P5ap9g3k8r2CDV25O6Z7QizXjtpuGVDm1d\n+Lcrz+9K0WcWHTpNtVirN3wOma4NvVdUQSrKYmzFCax6ohWEnM0cTEsdWFTU8rzZaxVv62teyjXX\n+8SiDowNAZhRWhVPUCiwZqoz87ihqK0ok/PFbEgD5owGoepVTXb4T+Uk76s+OqdIcRpVpjeEMM9L\npZwYR0ih42pzRULY7/ek6+eE9RJEGKeBZvI6TZlpKoDDec84jYhEFiGwGwYedzu69Zrv7u/5f//u\n7/hf/+vf8B/+6pdst1s2mw3b/rEabep5m8aRq/WaX/3853wcPuLTGIhf3TE+nXDF6t1rIPQd2Smt\nLjj1gcslMcZMHkYO+wN+9Cz6DuUuZ2KGOEykKWGz0cBgLFbMXJiQhRwzUSai12QymAAGnHGEYBiq\n+Ie1hs1yRYkRrNB1npIzw35geaPiDcfTEU/AXX3Eyi5YH3bIKXM3vmVIiVgSu3hSnxXlf6hqaQgE\na9nvHbebHmcF77xaGHQDw+nIs2fP+OzTjzk+bTFRu2ZSUX4xqP/MpVpfOfuBaLKnGygG9WNq669R\nLC6KKLLMilsNOLB/zvC6oZnGqDl8VpqYtU65V5KxTfCkrmuLwbmAD11FiCzWe0VqqxxY882Zk9z6\nF6duxZSGrtPAqKoM13l8EUWdRPeMjzdXvHz2gr/6yc95fH3Hw90df/zujj98/5qHh1fstw/88z/8\nGhkTb373LVfPXiLGMn31e8xxZFcKv//2G/76V3/J9c0LfOixyVB8R5xOPDw8cvfmgeXPM2XZI4sO\nOSkFcXIFGyN+iqTjieGbbzjd32MsDIcjb19tMfuBF31Pd7XCeEVhnXN0NoDs2R2feNy+5Xg8YV3H\nMExMw6Q0HhGdGSmFzquQS87aHe6CJ5lSBTqE4Bydd3Te0zllB1iTq5/Y2W+ndUukzhR5d0YPc86K\npOeiiLhRMMQ6Xwsci2Qhx0jXdzhr66B9wbswS2b/+HKyM0J/noO6BAzOMHITkzDzn//8o+Xjbd+f\n7wfOxWHrQhmrs5UKciiFK5OIRmcYDNo9UhRVVdNKSpRSQbpKa2l78/y0Sme5VDI01kHz3gSyMXqO\npVrASC2sOO/zpR2rc1VYwWKsx3hbQT0zF2szNVTQ2WsaEPjDWec/Wbi9hzOeRVGoogeNjlXnxEup\n4GK9cWuyPEe3lkhX4HQ+NmMx5WxvI8ZQJGJsNW4Wi5VakNRCTbCIcWcWy+VVnRM8c14A7b3m+NqS\n+g8DCdZaQt9r53BKWG+QlBiGyBhHJBv2w8jb04mH/ZG3xyPHFBFnCW6hO5+AZEGphuYsENAvsIsF\nslpilktMrxQn43VNxJw4jSfyoOJUfTW9FVoXus4Bi5n9NtujFJ2rcs5pHmCUWXIWy6ndgBmkVpGP\nPEXG45HhdERKIXRhnlPNOZ3X9cUZp/5Z14DSl1ssMdTOfmVa5JjIU6yFTi3SmnfafK9rMVbqs3nb\nOqf2QtarKFrL8Wwr1KhzXnXfMBfH0DplLZ/7U+t9Pn9NgRKZu5O5FJJkpqJqj6YUJBVimdjLXlXF\nncf02vkgj9gsdNYTfcfRd/jJ48aJMAy8DSueuhWr1ZLVsmfRBYJ3BAueatWeCkYHyGmBsdT7iTrT\nWyhEo/TXVFSgpNRrXaylkFggfNJ3fHm94Sp4co5YJ2wWHUtrZ5XWhOFxjHz3uOd+fyIay6LOvjda\n87szr9q9i17YHQceH98yPO7qgrAchoFXhx0/Ga44LTNDUA9RBfjaNapzizVnbns0taDTNKMKjXBu\nlFwW5ZpOqyq8RXM/V8XUAobOO1bWcdttOIU1h27gmCMnSTzfPOPlzQuO48C3x1fc3d3x5u6ex/sn\nHt88sn3YcjpMKurVZokrHVf5dLauM6OAuK26GTX/ege4aJ+tFXr1PCndvtYN3tUiTT0T8UHBGxcw\n/5bl+ak0GlP58kb5YpiiqBY5UYpX2gh6Q9oaGF3z2XAJY50iwjW6mDrVJ5X2MwegijY6o5xmcReI\n1XxQLVjUrhst2FdPtXLewkxNiGYq2GUmehnQivJ0WwFn5iGKi/e+uEneD7Tz6aooefNHUnQtYTDE\nqIOwz1Y37JPOTuWcZ5nuXEZcp1V8LiPTpDMtoVOq4NvtjsXVCh8CT9snRcs6z9vHLf/0T7/j449e\n4MXycH+PtZbNRtGbFjSMMdx0K25ZEKZEGoVOPEECMhZSipgEZlHl9IE4ThyHE5SMq58viCdNCeME\nI2opMBwGTIEu9Erv6hx96JUGmrPOqdcWv0ypcuGFYgph4VmsekwwHCcV+eiD53AaEIT1eo1xgSGO\nSBH6RU/qI2YPN4sVThxBAj4blsazZWCfTjxNe0rJRCNYyXhj6Jwj5cIwTpxOI9YEEMPm6orFouPp\nacdh/8SzZzdcXa8ZHkeakWlbOlkyKVtcKXT2nIg25byW7CFKjbHzfCOqyKhwFbYWbUqL1O61Rb9+\n8NEABsc73YLaVENEyRwKaRqgYJyrFgUOsU6TswZqUG88a3SW5eKtWkIoRhPQM82p7o1z0gCuv9Fi\ndIrIMGKd5WrRsXl2zSc/+4JPd3t+cnfH99/8kbtvvmLcbrFPTzz++h/J169YrVYsg+fFi5f87tX3\n/Lf//v8gn3/Ez/7TryghUgrsLDw93HP/+hUxTSRJDHFUbz5rsMNEn0fidk962pLv3zL88WvY7eiW\nPV3WvcsvA8urDfZ6ydiobKKfM8bElEeK0fNWxBCjEFMhRQWoXADvHH0X5nmMzjm8VSq29x5DJjhH\n8L4qNWpBqIVAI4tpwmap3ZhSyCkSep2hLDmTYlVMrdddDEqx8xpwSy5KBanXwjmnipgpEfoO5z5c\nUFn7pztpAJerYRawmYPcv6xQa4nl+wXH/P5Gkx6lgiZKrPdOZWpYUDDEaJKv1iGJkidKpf8Z4/Us\nXry2tPeuhYPOW7djUqDCGldnl3Xt51oMG1Opv6XMcQZTCy7bLEd8FfNR5gW+0UxlLozOp6lRouVH\nY8cPzttFKdMoaU2ZssUsyjlmvcNMqUVRw39qbjmLfNkZ/DyPKWjxeaawadEHpibNVs6AnmARKxU1\nbYI2pr6Pqtvai5GIppQ3FxO0ovFHitT5JOhMp3GJJEn3K+eY8shxGBkH4Wk48Xq349vdntf7I9sx\nEsWqum0FX3M9DrFGhVK6HtsvsMslsuih6xDv1Q4LZTbEaWA8HWEqBK8GnLMZ9AysSL0tm4/hWXVU\nRGZvNef9XEyb+hptGkNE1LYgJeKg75lTxFehK4OQUjzHlIs9t3kZtrV+7rboumnCZtYYJBbKFPWZ\n0jtF2iy0VmocqAVacfrVOmWQWOdViMqpIp6158TcG3su2GoeSAWaSqqCRbbOaF9c9/c7+Q0AKqUQ\nc2bKiSmlKsmvxaUrmZgiWSZKTJpohwD0kAwmnhQQdQFqsVeiQ8YRTp5tGHjoTqxOPdfrFbfLFbd9\nz7UPeOvwxjHOMV9BIqXv6jo38+e0FSDSjqYKilSVTGOxYrn1lp9erfl8s6RzQomRxaLnZtUTWofK\nwikX3uxPvH46sBsS1q/xoVOhmUvEpl1rlP20zxOvtm94eH1H2R2hW0IRhjHyFCd2U+IQhU06n2up\nAI8RnSfEKCtjVq4UKhNI39SfcZ0KANfiu61hV/dvuch9mgqxQM1s2PQrlv2SKJljnDhNIzdhwbhK\nPLte8bR5weOLLY/bLfcPb7l7uOfN/QP3Dw8c9wfiEEnjhERBCFjba7ctQyn5nKOfCwAaBXKmtV9u\nzEbBtrlYq6Ih4oPuOz5QnBZsxf0bnlGTGhiLZGwbcC4V2c3qB1VSnm9AR1U6u6CFYB3FOrJRl1ZX\nF3dDfdrmjT1v4NboJiOVM2/eQ/vhXDDpn+1crBXa8MMFJNl66cbMiOMc1GaN/jpx1L4/wygor+ai\nPf9DVS89Vykpott1AWNQI+SiMsemDn877zDFzrK9IQT6vqfrdd5HfE+eMuOY2R8GYsoYZzkNI0Mp\nbDbXrNcLxMCb+w6w/PrXf+D+fsv/8V//hpwSh+2O7dMTUoSu6znt9xxPJ1I8MCVHiaqIlJcGawPG\neLwLBOORbFRGPyXSGIljghIx3tGFwML1xGkCo0ahOWlXqjOe3i3IJWErd9+iFEDxKrLgjCM4jyTD\nMI0kSViUr+06x9L3xGQRmeg6D97gRM0eN0FINpGsYJeeHCIeWHjPbVhil0JIsM8D27Ln92lgyIWx\nJCYpOBvpukCfhZyE4+HEsneIE0oqdCFQSuRw2PLs2Q2b9YphOyFZiJJw2cz0P0vGpIg1rtIfzDsd\nAiNngGCW4EfXUesceGNxFREycBYiuVzkf+qRBdIFBQBF761re6RBPQrrejZ29rrTgqxuTMKZzmHO\nxeSMmMzru1oM2Do/UItTMVZn5BTFqN1FlYco4jC+J0iPzRkXl3z80S0vf/4pv/jLL9m9vmN3d8fw\n+ESZoia4Iljf42zmdrHm1R++5nf/1/+NfTywXK/xLnBceGT7yPR0z3Vn8acDx6+/ZlN0tmm6f4S7\nB9LTjrI7wOHE4njEu8B1tyF0nrhZUMZJhVg6P88SSHBMRhjiRLGJftWzSmu02eSQDGmKxGkk2wFn\nvQ4ql4K3VlFmwFtDcHb+fivSWmIlpdKXjEbDtrPZavlQcpoR8tSoSjnPW5lUalVQTWmk5CprrQqS\n1itNJsZIH8qFB9aP7fHvFmeXiZPm/MJZ7KLG8IZQ/pmHqpzaCqjN73BeW/X4c00Wi0GphCWrOqmr\nimii+00puRqMT4ikCoJWo13jauFSqYAX76fnrc7BFc2MTFZ7AzMXaoWU8lxIAHNwb6I8GFQl1TmM\nSxjn8EUwsx2Cn8+RzL5rOnw/J/btyGpC/aMtJfNujJtpYCmrUEhVo22iFFI0Vp9zpVr8G4v1WohJ\nlVbH+nkfmilttXBrtGpdpHb+DO+YZJvLrliDqjSml/rXVrBcdkylvkaL8bO64I+tH9SaIQtMKRPH\nRM6GjCGmwuNx5P544tV2x6vtjofTwJAEbMCXOjfUchgKWI8NHaZf4JYr3HJF6XvwbrYJUvp+Ik8T\nEke86wlBOxszkGsUxG2FWrtO71IIzx3qmiBU9lCZKcltTVAyEiPT6UQcBixC3we887NyZ2vQNvXG\ndixAZf/o+dfLZqvKuJttYkqM5FGfJSadmbugztKKjjqDVpx21FR+X/ODNh5hXFX3rlYh3lQWTcvD\nWqGGgk25Kcva1i3/E9e6fpZkhGKEiayxO0ZinMhJj9nkTIkDTIOKRxivVFZZKFUaFWURIJuR5BPZ\nBbKxZKvg/ykMbMNAPwSuxiO79ZppuaZ0K4xXT9GxB7FKec6ZWWWzASFqe6F3t7V2TjGVWqjWAsFa\nPlqt+enNNc+XAUtCbGEZAldOJ+AwSul7mk683h542I1MyXDV9fiLWebarrzMbEk58Xjc8vXddzy+\nucMNEfErSsykMbGLI/spc4qFIescu953ot3CLGeKK21v1z9pXn6uaxpga+oPilX4ydR9QtVcz8We\nVHHAqhtMJs4CRg7Dynm6DjZeBQpv45KTv2a/OPJ4vePh2QuevviE++1bXj3ccf/6nt3bLbunPYen\nA9MpU8qk3VVReuq563gubE0rINusMaYWGXamQdNUb2tR1r5KnVET51UB8gOPf91CDeXZUjKlJGxO\nSE5QnPKlGx3SFqVhGUMwjkwGHGL1QxZnydlAljP3tW0QF88zNUVv7NKojxc3t+o71OVaWpEm9WtT\n7mk/3ygxtF2xJh0XxdhclDHfCOdjavTJP/c4b8zOWkLQ+adxUtPLJoFsra3CA9AvFkxTrIXagq6b\nKN6RUO+kYRy5e3PPR8/W9IsFWMf945bjaeAXf/EXPH92w8P9PV9//4awuOJv/+dvuF11/Ptf/hJv\nLLvtFu8Dq8WS6aQm0Jvg6FPCpoSVzJQj0yB0vSP4HqIhDRM5TUzjCZFEqMikJF0DY5nISWmJi64j\nOA9dj5kgx0TKEZstiYg3TjtHldPtjCNYjzjINtNZT+gcJQtxjBgHwXqGMtEvl9igN5B3PZulZ8uO\nSTK2t9hO308NRy23YYHt1lxHz21xDBzZyoH7UjjGxMEMqlJkqhfcOCJlUz2pMn0XWK9WxGmk5Imb\n22ueHo6kUWfxxjIh1hOs0xURwYojGIut82tGzokJRrRgRciS6zC4brjaTWuSv4ZmUGpKW3MfeJQC\nSQ1jxRr9HavVk7FSDRtbklTXtHVzI862Pk6rHU0DVcxMf6oxn+YZhxGd8WsJvFEFSL1VpCL+SSkq\nJOgNwSr1iKkgY0SM0AfLcnPNi5efMm63xOMekgbiw35HfIocD0eC9Sy+gfCHV+yPmXHVU5zF3d7i\n80D3+JYQR8y337L77/8f+ds7CJ7yuGX99ohMEVeg8wF/fYtZL7BXa2TZIX2Ha9QfEWQ6aSAMnugy\nh93AmAZc8CxWKyxC8Or5IrVDnqN23KZhYJpGleL3HskJ5x3eOQoF7/TPSj1SKt8sh13Xw8woqFEy\n56zBraLRqvRWJ6TquS5V2ImLQr9knQ3t7QJnHSlGpmmkvyjC/tSjJWpt3200yJZYl1pazF0b/a0f\nLzDmF57f4Bzt528prQkpOoNaZ3qs91gPFENJkKsUvdTiSjsXokHZqt+kCR5jOkSs3jst+SxtXdZ7\ngEIR7WqKaB9I2nAImsxnyVXkqoaFSgkz1sz0HyleGSYlY8Vrp9nUa+MDRj1mFFCxDcGu86S143bZ\nTWiF5OWjFQI/er1qAaCd1otuq1SFukbprMl0Uy/D+wrUuAtBiLOvWkvY5nDbum6XVTrUeKtAQw3I\nNSGqtEDMO75DpiXxF8vCNMD2Q0tIhKkKbE0xcTgciBFU90p4O47cn07cH488DgPHSVWqXSmQE0lE\nO4NWk241t1YhJL9c4ZcrStcrjZVzNyynBCni0Ri3WC4IoauG2dSCTtkiYFVN15j5mlxe3zZfSlXi\nlJL1fNi6dxZBYiaNE2kYyTESnKXvuuqY0CyM5AJIu5xJbPV0fc/a0XIV7LYYck7z66dpquBPqcfT\nis9ZDkQ/X82/5oLMeQXN7buzptaamepma0d2vq5yBn5aJ/D969uK3PYcS1IFypwZ0sSYotoI5IIT\nVZWMwx7GsQq0KEhjc9IOSM4Yp4BFxmDsiLX+TOX0DgkLYhgZvWecToxxYBxHjt3IoV9z1S+U3mht\nndtHZ85qg2IuVqRmmKb5D+rPxCrQsvGel+sVH2+WLJ2QS6IPjlXfschggiBGOOaRu92W75+27MeC\nNT2d61TJWRQYs3J+UxVszEzTxMP2Ld/dfcfwtGWVhNNUYJxIQ+TpeGI/Rk5TYUxCsHUmXhQwKElw\nVi7yZVr/5FyUontbo18q9VzzDuG87tQDULvwxVoVIoS5eMdIFUBqfQ9DsJbeKWjc20D0C24WK67G\nJVfLFcd0w+cvX/LTTz7l4dMnHh+3PD4+cXf3hvv7t2wfd5yOI3nK1bO2m8/X5bGr6EgDI+w8e6kz\naVV+v3aNCWGmPZraXaPZd3zg8a8rzw81sCXIBpMdPgckO21t1tk1ctHuQi2gvKlqjNZTrFPJfU3b\nZpTvfb+cVkvB+eZuqBuYWSOhLY7z0jLnQHD5fdHF0fa2hvS1m6yhmebioir6dqapnM/Chx+XcayJ\nNkxVRGSmX9aW/267w1+pYe7xeFREynuGcSAlSEYFW0YXeXh45PXrJS9ePsd1PcWMPLx95LOPdzy7\nXvPpx8/53T9/g18+5zAKf/u3f8uL58/5yedf8Kv/+Ct2bx8pKWOKeoS9XGxYPwrj0xP7pwNxBL/Y\nYLwibhILlKTdwTEDmcU64K1lihkxhWE6EjpPTpnheMIvVlhjmKaRdEqa1FpDGiewnkXoCd4rRaHo\nfI2kjBXtyPWhI0lmP+wpZPpFh/FGvUdQukUWcF1H5xeMfiRYkIVSKL0JeLFkE7AxszKeG9cxLSKv\nx540GIa45RQnOBaW1nPlOnLSojmEgHWG9WbF7e0Nd2/ecDgeeP78ljevdgzGMuSD0j2tNJ9XShGc\nVPWweV2pF5atxrEOsLmqsLV1NlOWKgW4fU8qcpYv1uOfWmulzovadwOrRmstqoxlDpemJmyl/S6N\nClaLSqf3aJnvv4aOt66zvohp8JoBg5tR8qbA1OVMstrpK0YJfSkZXLF40yPWMIj6i4X1hsXqlgUZ\n50FMZjMeKduB6XDCHA589NvnyOGANUIskUOaWL9OmOFA3L+BNBGGDCfD9GYLmwW+84R+yaJbYHH4\n0OM2a9KyJ/Yd7npDFqWi29OAywnKRMqR0kN0wm7asz/uSEUp28E5+r7Hh067k6YJTWSG8cR4OuEM\nBKfiPzoXZjGFWqjVjpJU1dxKXStFu2el5Dp7Vn8m53Oi3FD4i71RZdc1EbAtaTIqMDKOI75TafBp\nmpjGAflzhT/mnWTqHRpdBdXa/jyvjkad/cBDKiqbq1iBuSgMyFBSneUUlZ73IeDE1SJWTWTnrbfU\nhMw6XFDxIus79WSyBoPHSKU+1q5FS5BL7ViYMlKk+lVZA8arqalU0RArtUtSu0dzR6wlk0URfEUw\nAF9Vja0KbxhUWbCJa9Tk37TXqCIEUKnzf+aq/OB81mvirCOfPQg0WSzn/ULnhuxsTGy8Krtarx2R\nWrXUOVozXxdb95DLOcRzl+0MKOl7ZIxpQivtQOrayVraF9fXn20vcxF84bwePriGtKM2JaW9jSmx\n350YEzjXcUQ45Mw+ZY4pEkVwOJyoTYkgiNPY67zHhQ7f99i+x/ULfK8MllJnXlydQbNFhSK6Opvl\nm+8hQmr5StuvkXMnydofdNVap83UIlZq4aXeYnovS5xqATUhuehxel8bAwXr7MV93HbqutcbM+dd\nmGZocZ4VbyBOipE06bOkNBdppc5W2Vp0qECV1T3covdX7YiVds1M7caaSv+r9Edj7FmFTzRJ917p\n3878sDvcCtnLjuSYE0NRFkEr2HJStXGbBZsyZTpCzpgsuKr8alNSOnLOSFBVZ+38aCeZpjTrLMZP\niE8U7xnyRMojp2HgsTvysBq5Xa3ZoB6Yve80c61G6UjN5bjI+0T0HIsQRYhZP9OmX/JsveZm2WHJ\nJIl0i2uuVj0BBYqSKeynE2+e3vKw3ROzoQ9LFq5TsbJ2n7WOdT1fOWfGceT+QX3KOA702XCKCSZV\nFD0MI6cpMaTClIRoD7/CkwAAIABJREFUC9YUtetJWWebjdogvB8D4LzGnZeqKmtwllnkr3WKNZ41\nTM6ScdUfVseltC5q7ATdFJoITa5rxVUhGIdaEqz7BWOamGLk2J142ow8fTKw2215+/TA/eMD9w9v\neH1/x8PDA8ftgby1VXiozGyI1gVsec/MRJo7arYWado9bgWa8V79FCsrkD8T7/6VO2rUdqjR7lVF\nfE0quBQxecIUlY4tIlhsnTk43+gaoCzFWJJR1NPNLdxq4Fm0Lat7j6JAzhiK9YjR2Rqy0lXmR+uk\nYeaTaKzRzt48p1YTzblCa7Ih+m+NdiTV2+P8O6Um0gWMRUpWbja8gxC31zLGQBGcsbOKUGp+DTVp\ndsGRgNPhyHXv6Lsl4+mJw3jEWRjjRMqQZMKUTDLC9hR5uzuxuSn0yxXPbhxv8sTrxyeev3jJl599\nyUfPvuExDvSbnlyOvHp9R9/1fPT8GS+f3XL/+o5FNdy1AcLCMhilFZiwoOtX9DaQYyFNERFVVdMi\nwmqBjsWbrgYZQ3AdOZ9IMTGZCaZMiglEuxjOOu0E2IZk1JZ41iHglKMGFYE4JoSCSwZJinybBaRc\ncFboOgvHiWyFcCXYZYfvLeXWAANdVAPn1KuKaD948jDy0/KMtV/gQk/aW96MT+r5Nk2MJSMSiOPE\n4E8IhWuuWV9d8frhnre7Ax99+gW3H13z/TcHXGcR0dmfMU6UooE75Fh9YxSoMMbWFnsDmi02aDGj\nnoE6g+bE4AqQalElgk2C2lD82SG1ee02RB6aqmq9F6ypqHe7V84J13nWqHWgz8modZUCVMO90DwT\nNVG2dY4FSp1XeRcc0fu2dumKbtQFlZvXjohRBTRn8P1C89bOYryhM9ekjzILDN1pYvnpx5jDiTIO\nTDkylkj3cGJ8uGfaLLCm6NrdPMdfXcOqw1+vCFcb9SmKBTEes1zWpNXS+QUuJyzq5eWyIRYD3pGd\nYZhOHI9HxinqDOmUcIsO63qs06JIDcMDORXiMFDSRLDaORWjhXqqCbx1TRY76T4DlWIFSKKUiEii\nUJFt4+YEZ65pYlRQw2j3LKWz9HejEbV9KaVIqWIkRlBwJH9Iq6rqQ9DAMjMn75f0xhYHZO4UNBGJ\nDzyKDpiX1mFoe2ZdLAXdE4xBC66WyOaaiJo6S+UadddhfdCOiNfukBhXGRIq6tDAENs6GzmrbH/J\n5ClTjNKwjFMalH5c3c8dvs6W5HOxWr2DMto9N6ZeRamAVoFSVEhE57mqsFCuCW/R4kzKBTBYi54G\nzGjouihYWvIzZ4ItxunPWKdeTlijdEYsIu/d2204vp2z4Guep1c0Sca6JpRUxbNqgt0U1BwqquAa\naFT3j4wWMW4eFdAVclng676RZ+oqrWtfP5uRSlOai7cfWZtWfR5jmYg5YpxlKMLDfsB4IRuPCT3Y\nQB0v1DyCOrPiDM55bHCY0GG7JaZbYPsev+iwIZC9073b1bGHotRHUyB4/ZlidA5Na/TWhWqTh7pH\ntlnP92fuRERVCBtQJwJSu/lFxbokjcTxRJoiTgydDSoNL1KFoiySVI25zU62YtqaCgRVJFoTUmqn\nS3MYiZEcJ1VqrhYCLWdr97wYZfJgLNZ6nPWI1URVnKtUSFepkPWcNbVtU9MskboGz4qQ75+PlMu8\nRqDGyHrNcv39IrUrJaphmppCbppI0wmZkoKV2kmo3cpc90+BVCXvjQWnlPKmdIoxGFcwLkMXkBJJ\ncWIfIqcuMqTMYxy5Tj2LvmPdFxbO4UX9Lr1R15diKy3RCKV2AbNogZIQrpzhs2Xgo+s1fe8pJRGc\n43q5YBGcHrsUJhL3w5Hvtlu2hwkrC5auI9R9WQ+7Ak61EDfFMGJ5PY1s376mPDxhx0guBplOUJQa\nPuTIMSXGogBDETR062auDJraBbxcv+9cT5Hq9ao5hxIFzvTWFqfg3E1tMFSpoBSlYEkV5zVkU2ez\nTY2PxiAkckXmrDWsFwsWpaPExLXvucqZ25Q49tfsN7ccPvqU3WnHm8c3fPvqe16/uePVN28ZhpHD\nIVJOCaKAOIw4HJbcmAT2vCepomkTh1L/NKWJ1393jSFl/u2qPuoerUORiM5WtZtD4kAJllICRrqK\n7rXuVtLFTEVSnSe7QEyJQp4H6T1FVXCMnPkWRi+gt5ZiA9n1OJcRq4aVLeqZSiNRhDDPLXqdFbGU\nmBHJUDeUdz/XRbesHXeb+agFlslt0SqSalzjsLfEtPFz68CkCF0X6Ba9KgMW/R0Rle43znHMicM0\nsRgSV/2ag9vz5vGBdac0q6kYmEYKiYznWBy7aCi2J9jAOlhO18+4Px44jIZ/95Of8stf3PH3X/2O\nwVrMticslvzz13/k7vW3/G9/8zdIumGHJg2nNLC2PYvNGokdRZYEWdBl//8z92Y/kmTXmefvbra4\nh8eSexVZ4ogiKbVaElqYac0MBujX+Zf7YZ4Ggx6gMQIa3WqKkkiKFGvLzMhYfDWzu5x5ONfMI4tk\nVb9RTiSSmRUZ4W527d5zvu873we2kBkYygRFSHnSzCgBxNH4Rm3IgTQVcsy0ITBNEaaEd44utDS+\nI+es8TvOEstEEbX2N0nR6mQ0v6zvOobTiRwnVqEjG085JTye/vICax1yTJTdkfR4gmcOb1dw0yIv\nWlw2mMdM27TQCc4n/NEQy8SLfUfnW/r1BiueUDx30yPDkDiUyJg9OWohOQ4nTscjL16/YX1xzf3u\nwITlxfdu+Ortr/EtOB9Ip8R4mphypgF8EQoRYwNN6PQ+F5V1iTVIU5G8YrC5NmgZgrO4rKiYNWpp\n66VAdSZbhmF/x2veAoskDF5R03k+TE9uXbdaSehar7Iy4/wZ1JhlAPWQM85VsxE1ZjBG7f7nYluM\nfh+DHqRl5scrAhepLGIt+MRo2LwYRRldKYSiWnIhkrLTDKLsMaXKm1crijXkdk2z3lCGiJkiq1y4\nEPDDiel0xLYNrm1IOem8n3WUlMBapOYcpZgIweP7FRIj6XQibXc0HmTK5BTJSRFcWQUmn9jdPzAe\nBpxtMBiOxx0pWtpWCI3Qdp5iLMF7vS5xpKHgnCHFtKDLY0UWTXBgcj0I1TFNb7HFiu5PYnUmI6aE\nzwpUeTzG6NxaHAe8qIOZVPdU09nFzS3V2VdDlVZV+WXjHCYLpG9v1GZFgdSi0MzoYW3UVDy2QAPM\nYFf5Lkl4Skg1AJqLtTyj99YtTaxxfmkspMqYsB5rvWZoeQvNWplrr/MEidlESsGDYs6NTz1CwGTE\npNq86QwZLtczQ4spJC/z0LZ4cKABxmUpMErOdRZGG8ZcYnU402Je8PV6GGyZn4cCxdaKjqqeV8Cr\n4lZPO9Ynnj6zVPJpU2vOiKDVTMhkpLqweoyp8zfzQLzJqPWPA9FrKsWCJCDjnKGkhLMBU1QmZJyj\nZK15XXGVcrbKslQ2iGpElCm6v5HrbI6ecaUWgqbOskqO6kJgHYVaBBktDB16hss3m9RvvFzwrK43\n3H/4mtN0QGzAXaw47jO39wdcCBgcwbU4GoxooLZahUtdQw5coyYLbQ/tCtev8V2H8Y5o5xEVlWaV\npOxTydC1K6TrSFal/0DdL3X20ztXjZaEkmcATV+zWsgaiKKqFi9azlJdHEtJupfGkel4oIwjrdM5\ncFssmULxMLPOcxM2B9KpmUc9L7KobLiWy+qeKkicKONAmkY14aliZpmbNOu1lrIWkYAxDkcAo053\n4gLiPNHrhfI26Fw7ToH5WpxrI6HjDaoqmRvmOQZC1/ZszJUXEznReV/0mbQYTNIZq4QGM8eSEUnk\nMjCe9phhViXUTC39QUBS0GVSF3Aare003WEeLUAZJT9hU4OkCYk9NBoMv8+Z/TjwYbpk3ScuV7AJ\ngc5YGiO01uKtZiqqpFlr2lIMxmqOpiVyFYQ/7g2vL3vEq5P3q7bn2gcl7y04KQwS+fJ44PPdkeMk\n9LahMxZDpGDx4qBkksmY4PDJYopjC/xyOHJ4eEu3PTBMwlEmVUXlC6Z8IJWJXU6MVIUCWqtmDJmg\ngKJERDQDd8HTzBOcCKMu67qq1RDN1vtkdT0Ge36KLYIteQF+FvCmznSj2xi2roWZUkmk5ZuYumUa\nK9gGlR9Hy7NkGJs1h37DYRrZrwderV/xydVn3H96xz//8c95eNjy9btbHt9vmR5G4qlgRlUhaS6k\nO7NpVQZurMNVmWP2HryrRjpUCbE+Y/9qGzWgShSl/n7WNKf5eKoDnE7mpBkWy9Y5INTMVuZ2Hg6n\nDnXPP0WW387SfKODmbb+Mk++siKTM1sFZsnGeeoyteglvwW1O7+DJ4OaFenVz62bXsmZOfhRETR0\nbkU0w6hrGrquU/p+HFVXDczysGEYdNNKSlmvvCP4wBQnVtUlsaTCRETqIHTf9+QsbHeHusFYVque\n+8d7vvrqS378/c/4/vc+5Wef/5LrzRprE7vDjq5xvP/wni/ffs33X39KFzpyLDR3kXQcsTnRNJo3\nUqIyTGnK7KcBYzTjo20aQkXuNWRTNehpnHDBEZqG0DaK9Imha1p61yEZppSw3uKCzu14Y/Eh6OlV\noG9dzaTRG+Oc04F8CiUZVm1H264Z0sR+v8eScZ0nHQtlm7DrDCtDu2kwY4QotM4jzYqcgdXENGoh\ntgkdn21ekFIkD0cOY0ROmYMbCeisoMMy7U64m8zLiytOjwe27z/w+nsvePbsOQ/v7iAL/aqnDS3b\n/Z7T6Yj1ns4HvLGMJQJodpx1i+MYFRE1RXXUQrVcF1kaeYpo0ZLLguh/y0JdrI/JhWLUiMQaU10K\ndd6GGfWyluLMmQ2b59GM+e3HY2aLbc1JqrNRzllSAclJi3ajuJnUZ2UmGeb1/nTOdJZ1mmLUVdSc\nUbYSz42EYkKCDRojYPsOCYE4TcRxYowR06zwlz3t5QVN1zENA2maMFUSY1HGshSNOfDVLlhQRHoY\nJ/qrlWbdpERKmewMtnEcpgPv7u84no403tOvek6HwDAcuPtwR84TzlsuN5d0DZSY8RjapiFPRRlN\nC7HOOHln8HZGHu1SVNm67ZWlUDHVcOMsmwLqvIva8pdclN2pDUmJmTRFTBMW9q1C2eSKWAfvVdJZ\nvmUtzfev7qfz7OJcyM3sGk+/xTf//HteMSd1kpXZmVLBOOtU/odUxqRpaFZrjYsIjdprW4+xCiyo\nU19QkEHRH2Ynx5nZyzMDaM9vTLwlZ7tkRRnTAKJmqZURMkUdNy0GcXYxCABqGLHU5krX8BK0KoXq\nA6CuiEVXcIUOK3EiC444O6x+NK9Tq6I5m+wsDZxfdn7QFzYNIBeL4LUJrMyG/lCV/BRSZck07HqK\n6ugrkrAWvBHCZNQQxahzsG+CAoozC7bSGR0x9dpisFmbjfDEeGCWRs3F8pKRZ+w3Rm3Ncs8ECzUD\nUL5LThQaLl++5u7DHfH9B06nE8b1rC86Pmx33O/3nGJiSJG27cBlclRZnw8O6/1ioOKahqbrNdy6\n73FembIloLx+piWewhqMt+em+cme/JFE7HzDP/qap1J3V2e7zjmZsoBpEhNpHMkxYaoix/mZAaXu\nreWj7/tUVvlUpqwjFrpfO2OQnIlTJI5jZdfP9VtdWcvnNlQ1Up3Lmu+lPMlQk2+s33mPV9BFazvr\n7HK/z7Nr9eusxc+gTS6k6tRn5ueuCGUOs85FjWSmqIzgODAdjqTjCVvPzzNDyZNnx0AqGvBsK9BU\nmwZ9ZvWzlxypLiF6fbMSAZIjxFEzbGOLSROlaTl5T2s9jfMq5fRZ57tKqQk9FkmCy4WNs7zuV7y6\nuuGibbE1+7FtNFOzsbVhMvB4HLjfHTmOkWLm+ANtEua92FRWuhTNcS0FjtOJ3cMdt/d3jHGqbC+6\nLwiQBFeUac1FWbOcAVPQ1hIo9TmdSRJ5uirOUsXyZAtyVLbW1Aim+j5tvQUVT2J5ouoifvps2OUz\n6ez7vAb1NipbXIwyefp3OiPnGs+687R0rFNkEyeuxgueXW44DDe8Ka+53z3y1e17vnr/ntsP9zzc\n3XN42BEPBx1unRk1qx9OrO6FeK+2/NVcxFR37GJmpvBfsfRR7aCrHEtyRSZ1jiKJ2oMiiSAZqU2b\noiyc5ydmatFV1LwWBHMsJzw52OqNNXMjZqiZFIbiDFIBUWBp0ow1lKKBtYCirPNwtMzL51tedYOY\nUYR5ExWkZkQI2kurkyFVsqCF8JnKb5qGEAKH05FxHBe3p3m+QQ8AcC4wjYnYRIJznE4Dl32Lc47e\nBqZhZG55nWsYY+bLr99z2By4uL5kfX3JzeaSx/s7vvz6C/rVihfPb3i/fyBserCFzdUV42nHbr8j\nfBZ4dnVDieDiI9PXX3F8vCNNQnYdabLIySLR44Jn03eEEKDo/cwxEeNEEXX4TDljvKFr9UBJMVXE\nRIuzGAtTjnSN6uwLgreBTVhhAzqj5lSyMY2aj+GDR5wBPG3fsGpbpmMixkigpfUthsQ4RjgFTHZI\nZ2gvWqbHiek00reeTdcz1mewREc7TfQ+0NiA6SNuinx1uuVwP3C0Kqloup7XN5dMx5HDw5bN5RWb\ntuPx9pbXn73k5cuX7O+3OuQdVMPcxJGYEiMaxEpSqU22hVXoaKzVCIuUsWGW7p7liqXOzjiLyjSc\nMlAKOnx7FWzQZkTyjOPXjdJUxN5Sdd9S3bl0qM4+adJ4ctDP6SRqSqGIk/EWJh2Wd4jKBmqDaYrO\nUOjc3dk63NQ5j1nesLxfSy3MMmkpdOumXswSAVBEiA9Js4yaFt822OCwjRrOeOmYxomUE8UaEoUJ\nlaV5a3He4gRCThQRUsxMearzfNWVzBnyOJJiJKaJWAq0Dmk9dw+P/OrrzzntHrnZrLGrNadVzzAc\nOJxOGAdd13G5ObIOul7I4G0gyagNsrGUkvHO0NhKKNhzI2aKNgp2btbnRrgWxbEyPKYWWcVYlQLW\nAYDZXSynRI4R7yvLRAWEoJoEqGyrxHI21Pi925+uOzFmqXmARZYmzPKlWg2ZWTD+7ftqzpkpJlqn\nioeSMwY9CBWoNcqmBU9+EjBqmmaZP7O1UUso8jk7AM9lwexQp0BefY9zowV6A5JBskGKq7MLyu46\nY/Ez6lsK4lydb4uYrBLIeW2q5CeT68zF8hzL0+ZsrmZqITo/p/Ocz5NGbS54+ahJMwtIeZaL2aVY\nm8sgYztElI0RESxa7Lpa8JIK0xA5HUZOp5EUawMniWk6EU8n/CQ0XUuoz1bTBXxwNK2n6Vvs2EHw\n5NAgTatNszE4Ml51oEshyZLXqNyKnr2OYsr5Pc+N6twUybnhMN+yjFxo2Lz4hFc/GLnf7tn++l84\nHvbEVGgaYfv4wONhYIqWprukW13U2cwjpgInOIdrW9q+p1mt8H2HbRoFBn2gaZozTixCLJmpPm/Z\nzPLiJw085yZl/jeLRLx81J0uTZTJpc6pZkqJgMrgS8rEYWQ8DaSolvyhbbHeKVBW15/kj7/v/Ibn\nxlJXitYmFotzFm8NkhNpGInDoA1sNS8q2sfXlW0WYxmpclm14neUmutqavO9zBYtRiL2vLfVfUFz\nHzOCzkcatP4xInjv8QvQoj9T/bPqM1hKdTWtj3JUUxeTCmWYSIcDDING4OgFZrkxTwApSUYfPlOg\nSpapoIo2agUStVHLmFJN8iRBntT5TzKxtBxLIvlWowlswPuAd2rS1noDZGIWIpacweXCddfw6eaa\nl5tLOmuRONC2jlXfq7mUCGTYmcLb3YGvH7bsh4iYoA6t1iJ1Nk33GANiyFkljLFEtrsH7t9+zYe7\nO6YpqWlGymqMIfZJo6YfM2chFWUhI0VnLYsCpmc7I+HpTLPMUsRZqWBkkTx6p+CrtbpGHSxnl7Y2\n8ylxPj8qpVLXa8FY3bstdrmPYlCZsGGpTQASGWOLqvusofGWNvRcrjries1pGNnsr3nRvOCTy0+4\n/2TLh8MDX999zdv377i/v2P77sRwSkwpkwvVkr9BqisoTwCJ87utUQv2X7E9v4aKGmajAlNnCEpK\n1cUxYXPEZJV/iSmIlWqo4ojW1QdGN4F5LH7ehOazfkGFlhtcz7x55syef9X69EzNmnNXT0Wui1FZ\nlUpYvvND6s9b0BlzRmkqXVxywYeANVoIWZTFmDeKvuto21aLk9p8zBsXKHquUjLdrPI0Mo4TTbCk\nmPAu4BhwwdH3rRouBG1wQ9NwGvZYb3n26WuCtfTBY4Ll3fuv+eSzT3nx/BLjMzEbmuBYrTu+9/1P\nWa97hMLlZkNJBtNG7pNw2G6JU6K9fka73ujGVFq6sGJVRwnSOGq2UNKGaWZ+UomQMg1eZUJkZcas\nqGREzGLji4GUElISrXjsWK3w+6bKEISu62j6RqWi3rG+XOOHxG67B2e4uNgQjJDSSSVtj5AfI+FF\nQ9t3lNXIcbsnxpEurPC+xW9a0gBt2+OzIY4TrnnG6lnD5bDm1w9fMuF4PB3x91uur65AhK/fveez\nrufZi+d8dfee/eHE1c0zuv5LDkPSJtVkur4FCzlpJMMhDkxlIgedD/Jiq3Y+Y50hWI/xDigfMSe2\nVOlhRY+M7sffWgJbAVekFtb1YRDmiCMEajaKWQAHWXCqJw/DuV9bkDCsUVOgOtg7x3G4Cu5LzsrG\nZR3clqLmCnqQn5Hej9Dl+pyU2hQq264zMBbdlG31crDHSCGS3Ej2Hts12C6oxMka1usLUtENXopu\n8NYGfBaogbHTOCigOE1Mo7qcaZ6YOped9g/KbBshezB9IDrh3eM9//L15zQ5cbPu6JrA5uKCcTwx\nDkdSKhyHkd3uwHVzYDoOSEy6D2SVw3mv8p3eGj2ISq6sptPmMSUWw+Jqj21QdLI4i4nKaFhjqqOZ\nsj5zZpZx1WCp1ADsrCySwOKGO7McNugsyXd7icx33yxM2lyYCXCuUGfQ6bugBH0pIp5JkqqpR5V9\nWYtrWpquwzcN2TdETC3kPdhzwGhxvsp2tb2dF6zRmNi6rue1xeKWqaAIGriKSlqKs1DjDiSm+rEt\nJiisUIypRj1WzTJyrI+WaKNZRBu1unbrqfGEFVomnutM23xtzwzDGTU+N8hagxlmVhNYWJzZUREy\nBT37UlJnR2pB7gzkNHE87DltdxyOI6cxESedI21CQ9e2WmhLAimkznEaT4wfHhgPW2Qc6L3h+fUV\nz68vWV1f01ysMZsLcpeQUIfrZ7ON2jgvbKupgGg1Y5mBVjP/PZqrZo2i1Mh57uNbX9YR1te8+uyH\nxFg4jom7f/w5+/0BZwXjMsN44HDMXJrAxfqC9arneHKM45EoDhtaQr+iWa/xfVfXgspqrQ9ohr0s\nRh9jVCAohJbQdeoUKGizYX5HkyaoBO4bjBrzs1MLaGPVwnxWU1gESXMjNSIVAHPeKxCVy5komsHr\nJ39evv9cXDsHtZD2dQ9JKVOmEYkRqdlpMu8bAiLncno2xplnlTScWhmH5X/mSTj9k3u3mE/MDWtd\nEs5pfE0peYkQMKkocGnMogyZozNyNUlaPncp2uSWDNOEjIMyX9/UoH1Ur6l5ipVKeXNWItgimvWJ\n1qnz6TgbPSEJk5KCFFaQnJhyIrpWrdqtZmsZ5+lLpg0Oa8rCukgxbEzmctXz8nLFummQKSIlsr66\n5GLV4+fblzL3RL7a7nn3eGJIsAoKmBgrda5dr6rOktZ6ymUOceT+8QPb9+8Yh1Gl2TGrG7QElLVG\npe9SiRHR/WNu1CK2zvbJIklcltSywOoum7VJA7CzJL/o/zfzeT6zbGZp/+FJ6Y7U6y1zo6Ygpre1\n2ZvBW2PP/QHz91I5c17cj3WvD87hfaBxgbbzrMyGUxzYp4Gbfs3LzSWvN5fcvXjF9rDj/m7P/eOO\n9x8euH84MIyJJKpSl9pxFsl18VqVTFsPxlHkX7HroymCMaXmMikyStb5G5McktShUFzSeQDjkRqA\nqeCMopiaR0HtTpUHcNWUYLaH/ohR0++wyCZdza4p1lYtcsUYKzpZpG4oTge7bUWoy4J3fserSO3k\n9Y+yvAf9b9bVUMqsC0lnt1S6FbznYr3GOcd2u2WK07KZzflA+j3VLcgaS8yF4TRw4XstYJyjaz1T\nTjy73hBTUslXjmRxpFI4jIOyC95y//4dTfAchj1jPFHyyA8//YS3j1skJzYXPc8+eY0XsxR6wQUO\nw8juYcdxf8D5wGq14ubZK1xpmU4wHicO2y05JaZh1Iek1MFPq9d7vbkAisplDNhqR+5dAxS16xeD\nc/M9hnGcODHgkyGNiWKFtu8wzi7yx1yK9shFOO725JRwoUeSIeWMxdMZyzgkhttIubKEmxb77Jo8\nCPFxRE4HDIGuXdOu1/hJCEMhTw7rhNYHVm3HplnxeTjw1fE9p0PiYXtkc9Gwm470x0dev3nDOm04\nnU48f/MpV1c3TIeBMqmtcdM04FrGMVFsIklhyBET1ekPERqpCE1yNI3HWVfnN5TdKvO6ryHTYqk2\n7lrIfNszaauEsszOdHI2Z7D2jFzPg+zG6oH524sb3UyZJXkG6ww2aGMpQE41w8fqYaeywkojLkiE\n6JwQVec+B9rLzNQJ1lkd7KcWxEUwSWfYEvp8haTFcImq/ZeYkMGTvEOcwXQqJy71Gtos2FxgSsTj\ngMQJJ9VsQ2SJxJjdB1PJjGlSZnFmcRvPUAbutvds9ztWFMbTEb++YNWtuFht9HlIidOQOJ5GTvsd\nxISTQmsKkYJ3EBqPGKFxhjwO2JzUYMV5lW8OIy4EvIVoquwKlmiHUgTnjEqUrP6aZ5okF2yjRVip\ngFIpQKyFjde5NYOjpEJx8lEx9ftfNTepLg2p8m5qcUNtzubGqO5m38moSQXaUq7Nah3ULtZjmg7X\nrbG+oTiH9Q3GN3owuqBIfp2xQjSMWk125qZIXWOlXoclA7AIkgqkWvBVgyexhslkvDU0xuKMpxgh\nU0hSyAacaagmkFCb1GK17ZrnbHItsI0RNb2aGxHVN86jQ9gqQ10aLlMZwfn5O7dp9d8/YdGM0fX5\n1A2vGqWUUhR9LunnAAAgAElEQVSEdDogX3LkcDyx32/ZbR/Y7/cMJM2t8p429NB5ktNGw61bVqtr\nwvqK6XAgH47I4UDcPnL68IEP72959y+/4c2b1zx79ZKLl8+xlyty22K6DtqO4gMWwYvKQmeWZb43\n5cn81GwsYHD17HO1qOXsGvct66gUIWVDf3HNZz/8CdY3dKtLPv/8Cx0lWHc4PF9+dUuZ9sShY315\nw+ZyQ5M6TgnEtbi+xzQNeJXWivNkW+N/0DUa48TpdGIcR6x3dCuPa4LOGlcGR+YN7aP3PBs+fPxE\nzOe+QVmWueReGAsRlX3HBCkrw+srgyxlkZPaeWZ5WR4fX69zE6Wz/cqmVdglaYNm5sy0JNVVGJBq\n+DY/q+ioyWL8UudGZx/JuR77SCpa91XmO21N3YNYZmjnyIOZbSlVbswTFnk+p6YYmSSTihBLWUxE\nchrVRCRNNRrj42vwtMaa78kM48wNnOSZ3ay7mK1NtOiMtkogMyYkTNLQdnEjOXYQIvgGXALpQQpx\nFLw4rBHEBj1HC6yCYb1yXK4C3hlKnGgdXHY9q+CWOdZE4v3hyLvtkd2QKVS2zgKibLmZ70kFQYyB\nZDMP8cDt3TuO9x+UNMxGZX1TwqzA1DzheY7XVIBkJjkiOjdZitS1fV6rdZHpF8571HKO1/VuwBT9\nCQvwWhsuZ3QtzkTK3LjZ5R5p06c1hzahRlDzlEWdU9eTOQsOSwU8nVWVSY4KunmbCE5VS+uuofOG\ndQnc5JYhrdm3Gx67Kw7rEw83J/bjwP12z/v7HbcPOz5sD2wPI8MU68yo1Zle3EwT6pX5DsDzD8yo\nFZWN1MNJkd2EJLDJYaeMswnjErhMcUnPVr1jaj6SlUrXXyqLMM6e6fzawWuo35NFYzQcG1sthpMn\neV9zLM4P4GIZW/NrjC1Y6xGTMCRmeeXv/4zoQTk3i08K2hkFstZWOr/gmxZvjdrVC/RNT9MExnFi\nHEeoBaIAs0XoGV2cNxNDjEkNBAROx4Gus0yHI8+uXxC6jt3ukdN+SyoT1hseD4988fUX/PWP/4x1\n2/GwvcP3lsf9PavOc71q8d0LDvsDr26ueXFzg43Q2g6TMs5BE9TFyjc9F+tLri6fs+o3uOQgTUxG\nm5BUD7A2eNoQ8NbQdZ3KrkxmnEaaXg0cvDO0NtCYBuMFOxrykClTgjrLllOG4HBNi3gdMreNOk0O\n0wRVotU2jerpU9RQ79CoVlwMTW0EnQm4kyd9ri5B/mZF9zIyIsi9IKfCOEVurq6YdgPT7gjF4SUQ\nYubK96xWr+nDietmxe3DW/a3W4Ld4Fp43G5ZXVxgrSHmgg8Nz148V6MJOUAq5ErDB2MUnW0U5Isx\nsx2OSBbWocXhYDJq82x089czyizzjTq3prNpmJp79G2vucFx88KtKG+Zx8TRQ5bz3rLMv9jzAfe0\n1H66Cc/2zNZXcxGZ1M7Zq6RZxFQmbX5O9WelHJefZTG/VVBYoy5yM9q+7H3FgNPZG1eUBaBafGve\nn6iZjzHkwwiYs2mQMcrG5YLHINZp84ookxlClZEIU06kKWIblfOI9zpX5gqn44n9flcP7cRhv1fD\nEKvGIUUMp2HChYlxjJwOW/rQ0DqD8WAbgyWwWrczFMyhjHirjbtzARHNHwze4Y2G9s7sWIpR7epT\nxngNq/bVLIJZomLK4v6YmWVCCRPCAnDU6a9qx51AvttGX90baxtWgbGZUSuzdGvZRa0WOf8D2Ncs\ni0JU+299oy5yoSW7lmgC2QbEerxr1ezGBjAeQ1DAzyhwkVOuuHJZmrFci08Ky9xwjJEco87lnAam\nYSRnHVKXoHEynQts1j3daoXpHKVxFO8w1lfHU92ri1Xpl1qyVwZT6qygVXZwNmTQETWjzpMz87c0\ncfNdqWXPU3dAe/4z32CgZtNdKtiXshbFY46EbDCxMOwPbB8fuds+cr/fsjsdyMORcb/jsB+QKs3V\n4qrQNI6m62g3z7i63PDq1QtevH7N1Y/+BCmJL778kl/88hd8/vmXHIcjL+OBy/GacLnB5A1ZDLGt\nZhECWNHmVmYJ47mAXxxp5/3OugWYmL9GSvnW87nkzHQ80KzW9KtLfvijP+fFy0/5+ssvef/+PT8+\nnPjV937FP/zTz/nyq/ccpoE47mkub1hvLgnFksRgQsA2rUoe2w5pGrLTbMnGObIT8lA4Dpqntbq4\nwIRQ2bRvyhmXj3n+uyJP/uPTr9V6IqCgSrGmOiqrSU1JCWLEFiGEoKMCda0JghNTs2dZAOxv7q0f\nzYs5tcM3GMpsxx9jtbIvy4zaDBac9wZTg4/dOWOqegqcv7/96OfKjBFWAEHvtsrLna2g0Wxc9fR6\nOB1lMUa9B4qY+oxVIE0yxxgZBzVAyXEiHo8MpwM5TWpEIzXVUD6+7svPMapSUQir7hNSmcTasBWL\nGuMVobhaf9Z7YryaGhmn7pjkgoQEIYFEyB6kI2dPNqjRnct4a+kuep6tHOsW8AZKYd31XHYdAb1m\nhcKRia8eHrjdnojJ0fo1fejwgJtZSWO0nsZgi66hQ458tf3Auw9vSfsDTaq1aEL3e6wCkM5SLHoP\nq0FUQeusSQpRdE5Qku5rzLjJ+Q4vf57v4tJIiWBsPWepmX0FrMn1WWeBaIzRvfLJ+HDNZFVlUC46\nY51MXtbzPMO2zLJRlyMKGlLMIstNzMxxBI7KrvmGi+YCMReMMbJvLzmNA3fTlmOeGK4ThzeRx+PA\n7eOOd3eP3D4+8rA/sj1FxpyJcVApvG/BKjD/ba8/cKP2hK4UwUhGRNmANgshFWwsWF+wPoOvOu1a\n+YlxOCcq5/EefIPzCSMRK35pZJ78uCeOd6p314VWB/2SsmpiZJmzzpVVw2qIsBbBmuVksZyncH7P\nR6QeGrDQqpUcWN7U3FTqJptJUYvcVddpSPKophfq8Ki3bB4AlpnlMLYeuBnvPTappbuQ2O32vPr+\nM4wv+EZ49vySy8uex/uAlcSq8bx9cDwednhv+Xd/9Zf87Gd/R/SFKY385Ad/RFcMV+tLxs2BdRNY\nucBq1dO7NUTDYbtDEJq+x5jAOAoPd0e2D0mBoqTBoivXYQyE4GjbhuCrk2GOWhzWjQY8xhlCaPDG\nY7PFBYsdC3kcNMi29bRtQxwnxFpc24CztF2DbxrKIDRWC39joG9b1bJfrMB7onMEsfhiMFNU2Wky\n9MeWNDn29kDTg7loCFPAR4NERx4cve/wnWXyE3EcMdbjCdgIbsx8f7XmZdvxRZf5kO6xJwUJjg+P\n7LzH9T0Dwuk0cHNzw9uuocQJ03gOhwPGGDwVlQ1BGwkTGWPCpAEMdNVZLVqvZkNVkuW9Xxz7KsVM\njgVb3cq+rRKWUlTmUMzZCrlmdZmK7AucZ5PmGalagGuQqT4vxfCRbfQ8LwDK8vrgydapfKMyQGJM\nNbfQwl63f/tRjTI3DszP1PygITrzUBs18Wb5Cosht0G/d7WVVyc1RaQFCFmt/kUKJUcK6h5mRZkT\n57SUyTOi7xzF1rkJZ7UJcJYsQnaGWHQt74cju90OmwWHYRwGDocDfd8rC2gs0xTZH0487vZcm4nu\n6po2qOKobzyts6y7Bussp5IwpaVpGrzzdY5DP6PVm6hIcQ0tHccRbWOfzDCmjNi8FELZVDa2NlAp\n1Zy3oHEYZUaNjc5TWZOw1lfW5ztetpaARptglWouN61uiHbGGb51fS6v2vAXVNJofYNf7NF7pOmg\nUZm3QUE9yZCN6HxYlto8aSGle1BiGiPTaWQ6jcSocq7thwe2j1tyKbR9z2qzxoVAzMqEpjQybG9J\n+wMuZi58y/qiZ311yeb1cy5fPiOF2hhXty/BkIwwGmGqYIGTjFM9krJDts4IzU6AUqVUczFdr32p\nD4ASFfbMes/P5Udyuvq7sbpOOBfDuYAPQjqODPdbHt/e8f79Hb+5veWX777kX27fsb/bMu2OSDY0\noScEVU48f3ZNCIbj7nMunOCbQLdesbq+4uWnb/jBD/+Y6+fP+KO/+msOPpB39zw8vMekPdfpBa0x\nZNdRTEduWOR+pYj2osttnwt7d2YUmZs1BWqpxZXI+Zz8na9cKKeB5Bpl8mzg+uYFbX/B1fUz2mT5\n0Sef8SeffMp/+4ef8dN//mfe7kaGacA3a0K/op1Da5uG0raI1+BmlXGaavolOK+RKxlhdbGmv1ir\nedY0Le8fahv9tDEQYcltknNhSW1EkTqPJlmbPqPqkTROxNOReBowueA7nTeNpZARvKusbsmVlfpt\nI4+PrrcVvHc4bxAKcRp13n3SUQVmI5ECZwqaM2BgDOLtkimFnQ3g1NhHgUUW9dMshVt+/gwwlMIc\nDlyK7ttauOtMOM5qlAJ1TYvK/DSDrDAWlfadxhPESJlUeh7HAVsSzlaAbz6zvrF+zsYwdXZyPt+q\njFLqGcz8eWZ5M0XNRPQfY13EzDrFXMhlgqSybJyF6QLnGx3HCQXxQtN4bpoL3qwaNg6GEll7y83l\nhou+WRqcQQq3hx1f396xO45Y09C3F7S+xYk27vPYgkY06PKKOfF42vPl7Vve371DxhNmiDBEfBE1\nxLCWZAx4i4SaAVZb2CKaixylMBXImjuxRGzoZZ11pWeZ4syS1mpZGyg5s2WZswewSv2riRZlYQZ1\nBQvOGj3LqkzXFW3uikTmxk+XZG34KrDrkxJcT9etc5plGWMkpoxtDFOJjGPiNBhl2rxnfbHm4mrD\n1bThOAzsTif248h1H3l1fcMPPpk4jiPvtzt+dXvP3W7Ph/2JQyykKh213nwrqfaHlT7W3zVlvDDr\niY0p+CKEjM4DlPOvGZVX6lO1znMIdPEe8Q6bPNi4QP7zBnAeTK73wxi16XfnrIOMam0XffNc64ke\niL7qhZ++vunY9M3PuBSS9Xt+EzLLOeHm0MucSXHSgmC1pmkatvf3HI9H2rbFeU/M6aMNxBhTUWF1\nZVuHgLOGtutoTCSlxLPn11yx4d3tPTENNCHQNOowdLW5oLlesT/uOewP/ORPPyPLxOf3X+O9Y9W3\n3ISeXRJevHlDmia8NXgx5DHixXN83GGHkdB3hK7nsI2cbh/wNPTW0wVPSpFdmmpBqA9XnGA6Daqv\nT4mLm2slbMxy5ZimieGYMBnWsdEiSwrBOla9uux1Tc/q4pLpNDEOR0oEnGHTbYBCmSLOWNI0kPPE\nEAek7bjYXOGTXjdvDdEk5Cg04nlsj+ShwfcgDtrG0a8vwLaMpz2X60vylbBNDxRTuPAeiROHXSI8\nTvQ92OaalbPc5y3bxwN5sMh6Q9utud/t2e12fPripRbEzhGCY7t9JLSNsht1DbrgAUOWSEqZUxqr\nTt8wxYiv2Wlzo2ZspZTqQWUMKiX238GxF0FSVjmUAR3s1yJITSlQN0+0KHTOauDtk0ZtGZaVOrAr\nWnxKbdaog77OKiqagCJFWUFTGR4R5p3UokG8zKh63fgXSbMs5asy8/VLZifXGV095Iz3FtsGQg64\nDCZmlXXkrExeUalkMk/m9Gb2uz66NgS6psM1gVhy1Z0bgmnITExpomBIdYZ1HCdOxwMpRkxT8/KG\nUUOYndNsRAyn08DusOcUOrhU1jWYgvOW3jk2vg4je0vMDU0b8E5BGmudzhQ5deKapkiMinjHmAhO\nG21f5aGlBkXPA99glsLPoHLAkgRrNPOolESZ5+fRhsdZdJ19y2tB46u9u7Vqoy5zbpQxS/OAqayQ\neTqb9Xu/MRhD1/dqDhJafNdjQkvCE4safDTBqxSqfqaUIolYbXLqz/A6wxKnzGl/YPe4Z7/fMx5P\nlFTYND3r0IJ33Lx+yZsffMbFixuyN0xZzQLWw47pcc/w4YHt2/d8/cWX/ObtP9LfaqNy/Ud/iut6\nZVx9Rewr8xmlos45QzX9yUWZEVvnOKUy2vajS/CE/ZAnrESV6c8N/Fmq/PFZNb8yLHOt03Ri2O95\n//nn/OKnv+Cffv5Lfn37gQ9pZG/hg1+xv36Fdw0lq1rj9fqa//A3/wc//MkPOXz4iv1P/xN37245\n3H5F+fw3+P/y3/nsxSf8+7/6a/7i3/xb/vR//d+4/eIXvP/F33Pc3rMOlr6/wLYZ03pATXOMMYvh\nlhoZzUYTuobOeOcsz3NLoZWzZol9myupQVF3k4XQBJIUjG+4vllzsdoQv36gf2FZNRaIPB533J2+\n5OF0Qjhw1fRsLjpc2yKhYXKeyVgyCiJY67EpqalK25ARQpzo1iusc4yjxks8vafyDUZ5mW/7hvxu\ncWSc14YUss0Uo8x5mqqJyDASrMf7KtMuswroLHeVJ0zkvK6e/sVHDoxV/ZNiJMWRnCLkpNe5snLz\ns6XAHpVBq/fGuToraheXYGONzqv9rnv0UaMGGFP3ObecK0+b1zEnlWDWNY0571fFqclcLIUp1Tim\nkutniMzRTaWeP/N++FuLxtSB72UBakcmkisboGt4bh/0rVXmRmqTN6WFTUMyRjwSijJqYnHR4W3B\nOkdqDTFA6x3PmoZXXUtv4DGNrNqG9bqjtWCSft6hjLzf33G/23MaI8Z2tKGjdQ4fUz3HrGafVfBO\nxJBSYXc6cfv4wHa3o02JMk7ImLGiKpgy79fW1blFBZ3qmDMZBTeTiLpAzqN8T9csdTKuXls/XyVB\nLfNhkbQqq1pHVyi1+arMcf2eRpRcNCiD6qstpKHa9BlDLHOjVusWW9Uy5iwR11gXXYcxF6bKPGtY\nCBynic44emNpjVPlEwWy1jsXBLpuw6ZbM5TEPg5shxP7aeAUWy6vLrn55FPePjzy9d0jH/ZHHg+R\n3WlkGr895uYPnKNWNeVCpeA1A8ViKbkwlYRJI25yBO80jFSCDjQawZkJj1CM2ldP6t3CWB2KjAw4\njOrdZdJ/WyxS3KL7LaaQjCU6T7JemzYneEkVqdJk9fqGybozIC5gApgkaODsb7+Usq+zVKIOfirj\nCBiTq0Wzw3VKe55GtW1dbTa8+eR7+Kbh7du37A9HrPOkooYaUm2LdN+z6DzPkWADjYE8jDRNgFxw\nXYeQCKbwvZfPuOo9q4uOzdUl/OA5wzgwxciVbbF0XFwEpn7kez/+Ppu7Na3zvHn+RpHD/Q6HsNn0\nKscLYGLBbkf87QPu5yeucg/PXzOZOyRomO9pUHTT2UDbW9rQgAiH/Z4ck16fXOi6HrtLBN9gpowB\nYp4IztGGDnGFSQxyETiliSh7XrUdDZ60PWBTwO4H8nDg4sUzcnCMBnzTkqwlpYLvL3BDoEkTSQzF\nFOzNCllbxt0eG5XFSwNcbQX5VSaYNflqxY4de3ngsusZvxywEVarlpQ6jvsDUiBZgzM9hZYimT45\nvicNn7Y3PPgt76dHdh9GXJd4vg588fN/5OXFij/98z/l//vP/5lxHLlaXZFiZLVpGHNiOhwQA+3a\nk4IQTxPRJPYlMRIRC41X1jGPCYohtI0WCqVUBlfIZMownqU0v+NlpglOR2xw6vg3z7M4iwmKyobg\nyIYKKkRwLaWAtWo+QSxYW8Bqvpc4IUtSpyihBr8aUgjkdUcKFjtN1dvA4+2TeW45z0hojydzWaYy\njJljKEIpIyYrEhZcgBnAkMrOeVOLvvqtvQXnkcZSisPGyrSUgpPZNbH+JCMU70ltRwFORhBGskkk\nl8glUXIi+YTxPcNoCe0K4yfu7t7xsH1gShnpGpIRDaA10Pc9fb9mvVqz3W0pU8bblo6OdU6YpKYV\nfd/j1msGSTSxcNE4XDA4E2ms5yS6F/auobGOYAMeq7EZLmiIPKUGueoAfTaKwGYrmGAZSqk22GAo\nFDLjdKI1rTKSKSEYDeUuOrg/5z/9vpd6C8xMhyVJBdydR0xluCpjVHIdvJePi9ffube6FgkXlOai\nhsNaxhGNUghaG8Y0oWIFTyLh+oDtnSoYpqKS6LGwtoa7uzvefvUFD/d3JBG6ywuun7/k8uYZQRrS\nOPG4e+T27XumaaB/21MkgSm060vkzY/ZvHlF/2rk1b9reLk9srt9x7t/+jtuf/kzxtt33Pzgj+hf\nvyH7FomKJfpJkGRJUyKNB0DXhHUNkrShbcmEYhHGyppYRFTanAGLyv/1bJLzfJZVCFQL6LkgUYMm\ngiXGwhiPlHHCTJE2Z+xd4qt3t/xff/v/8t/+6e85TIn+2UtevPkRa9/x0t0w9C94j2UbI47Ezln+\nobnhb773F/yf//N/4Iv//W+4f3vLu199wbt//jWf//Tv+Olv/oGHwxfc7v6RHwz/ns9eveHTH/0N\nw9dfcRoG7G6i7x+xbUbsGpqL2rTnRUpmLSoZJdNKS04jvqn1Q3F4t+LoA1NKmCgwud/haPhkrzMO\nV1aMjwPllGnWPTEnTtEQ+hb30sN2xUXzGf9TbvhwKDycEtNX9wD4bEkRXN/guxXFeVIpmgBmlDlO\nXn+OdZbr62ekogBJHJPetyK4CsDknEmpmoVVPaItYFPlZIw+HzovfLaQ35ZUoxwSLibsNMDpSEkj\nxUy4vqV4Q5asrEEpFJmUyWhUQeQNFLS5tUaZhAUs8xCdZ932NFaYDgfM6YibpsV8pqAzlwkhZx0Z\nMRiMdXhq1p7VXE7NyLLVqlx/hLOQQlvz8HR+zS65nAoaeudog68mNxZX5enzLJtQ6F3DcTgBEGpE\nwhQnhjEyjIOOQkyZzmgk0njYUw4HbBIanLJN1pJzeiK/n13ptSkW46ujcG2qiyo0lPUsiEQMI2oL\npC6Jki2IwxJwBCankRazezOStI4MAYqjuEcGHNgOcqCVwPfbjj+5vqJvLjmmgm0Tb65ueNU1hCSQ\nE5N3vB8Gfvr+A1/cCtb1XDUN66IS1WitGplYdSA1KROAbB07P7E9binv7+m3B/w0MeUJzJHsPcm2\nFAKYHnxL2zueO9h4gcYwWEtOjixB5z+NUCThsipQ1HSkzswbjfoppdCboAHygC0WY5WZNaZGTyAL\nnmircmA22yt1lq2x6khtioIvUEGN+pxYozP8+mxW9VqVzRlBYw3QuTZrauzDzODWaIWArrHBWrJL\neBwBzVm1xXKQpEyctTQ+cGMtGxdITU/KkYcpsjpOvLxw/NCt2V6N3MWJL4Y9v3q44923nHd/YEbt\n44Lx3GlXGj1rsVdKppSM5JrVYfPSMbtasCkK5D767lSzj9losUjB1nybmepSBcnHchFjWIZQzez0\nWGbEslR51VliNW8WMP+b30aZz+gfHxWLiBCnaUEC27Zj1a9UCnU8MgyDgjRVd60/z9aCplSXp1It\nji3WW3yAdd+x3vSsVl61vV5oOs+lveDiYs3VzSWr9QrQgtsZwdlC3/U8v76h9Z7r/gKP4XJ1oe43\nzSXpdACJilo5IAkyCbY4Pry95e39xOXrl7x5+ZL9GHG2wTWOfIy4IrTeLReia1psW7PhjidKLjjb\n6AZaM1DUQMThnbpAWtHZIJeFYvMSqTBME7fHO6bdQLtqSUmbducsjXV4K2AzwTiKyxq7IJHxOOC9\no/Fec7WS6qy9C4jxTMdIup/U4XF1QY6WvI/4C8/94YGutHTrTtnQ08QkJ6ao0s5ihRQ9xkakFbKB\n/ThxnBIyFi5fXDHsB37+81/y53/5F1w9e84Xv/4Nm7anTMIQJ1YXa7IUdocDMU4qgar6DDGQRDjF\niSBHOnG4OoZpksVZZaJmWZyBjxyYfueryrCqEq3CXYqiIrMznWArQtugQ+OLRbizSA19nN05CzNL\npnSMnTUhnJ+9s01zRR6XZ0oXvXXVcdDMReeMuJk6/5mrCYZUxDNXabNKlI011dvuKYqmr7mUky4s\n4cYaxFsqYitP2DxDQZ+5UjKFUhsPi/ctU054qw6QPjhizpyGI5KzznBaV1kTdSyNMdKEwNXVlTqz\nmTlTERrbkL2nxIGcM421rJsLUmUWTGgIdb+y1i52+opC66yTQWrcCeQoJOPJueACy/M172GLZLRI\nvU5VwVD3NFvtb0XKAgZ/Uxr0zZd1TtlQqwZM84UXVD57VjhYnKNqK8p3zVZrkV0tjXWZVFml13BR\nF0LN11Q7/sYLeC22jHH4YJmGgYeHB/75q99wd/uBkiJt23Kx2bDaXDKlxE9/9jMe794jKTFNE7vt\njhhTjVK4ZN2vsE2L9H/L2guvb6744x//GX7znKtPfsDVm9c8/tlP+M1//S988cVXXJwmrl6+RnzL\nlOr+HTNp0FBiV82tQggEaxHU8MBYCLTV/OWbKH8tOOoBcWba9ICbrc+hSnsTlGqIAip1zTFxPJ54\n9/6O//h//z/83Re/pnv+kjcvXiN2xcn1vHr5Kd/70b+hefaG37zf8nD3wLPrDaVruX184PP3X/C/\n/OAln20+4+X1S7735jOOP/lT3v7wj/jHv73h7lc/4+//+8/YHTLpRz/ms5fPaVYN0sChJNL+yKbt\n8U01iZlZF1MNBoxjOVplXgemurXVvc56chFlyYvwzRmwpy8pmThu1WRicBSJuL6DxpPHSHAN601P\n4xIihr/8i3/LPp54OP1XPuxGZWQwTHHCDJbctJgQ1JCnlCqJ1/3xm1LCRTr+xNHx/F6fqAWy/pL6\nd0WKRtk8MQ5R8CVjSoas0RppmtSIw3zMOFWuiyWjTd8UGPiYV5v3PP0iNaLKpJh1VjOp8ZXug7Kw\nUHO25yLNNdV/96ms0j65HjydoTRP3pJ5+k6q9H7+iyfXh6cssVkcsZfrXBvj+evn3EPJhTRNpCku\nKqenVkbnn/wNuanIefE9cfAWOV/fp/dwVnvMe/4cpWQq4KjOu3qtpDqfq8lKzQGss6vdquH6asNq\ntUKq2+Rl23DZtzROmefiDUdJvH3Y8vbugZQDfVC1masSaH2zmr0bnjCVhcJxHHh4vGO33TINIzIl\n4qjSVvFzTqpXJs053W+dWYBglU/XfM7KZpfKSuq4r9YPgsY8FLSxH1Kq4ISeOaY2SMbUxqmCpqWU\n2mRVRux8+VWVoGULsapy5mdKc/RiZezm/FeYBZfGwGSpDpGWYK2aMs6AZclar7g5IkK7RrFoJrEF\n556ck0z7/d0AACAASURBVMv7U1Az1NGVIEJzWRhPI4fDwG4cuc6ZyzLx7MUz/uPv3KX09QcOvJ4p\n48o4iVkakFISki3WZUzOGlSYM1ISNp+LunlmbKblUy0as4FitBtXgUnF32tYZ02iAWpgrFH5ljiP\nuFT3YLM8vrOWdd5UbN2I/secz1ge2nm3edqszd933nBySux2W8Zqxe+c+8ioYd5A9Puo7Mr6VvX8\niGbWdI5247i8bOk7R7vytOuGdh1Y9ys265bLzZrGBy1K68xQqCHLwVjWlyoztAK2CJvmmlOCnPZk\nidiUkSjIVGjEw5R5+8WXxCJcvnpJPg7EPNL5Xhu6AkPUpttZhzcWZz2maBjnrDMdhpMO6Yse0BaD\nd55cEivTcNmvWJmGYzrpsGoWnVHEQvj/2XuvXkmyLEvvO8KEiysjIiNSVmVWZYkWM0MORgAcgvPI\n38DfOnwiwUFzBuhGN7unS2VWVorIEFe7MLOj+LD3MffIqooEARLVBNqAm5Hh18PczeyIvddae207\nu2nlmHBjIBVDHCbKpHapJtGvFrRYhjAQtyPNUgJds9DJmw1Lv8SnifE6kO2AORFpWVwUTt8/Z/vt\nnu000ncr+rYnZkeXHLn0RAdjCezV1KWEgrMNK7PC2UwfW5oRLk7O+OrVS969f+Dy2bt89tlnLOmh\nFMZxol/0rE9PSBT2+700rMSQpkAyGUqkBC3mdj0dHkPGJGl5IC5PYm07WyC9bZxW9y5kMTLFyKYB\nFHuQK2QKxklxeM4ZWxLVHt+oPK+6GhnQPkDKIhdZACkHu+fsD1p3qlQOYaBnZLdo7YI6ldVgtGiA\nUKydN2RpeCsb8Bs1GHW+1VmkyR/WMJgi/WVmK0RN1HSjJRuRoam2XeY/+nly76xxIvFzButg3O8Y\n9huckX5sghTLv5lCIOXMyXrNyXolQVSOtNbTGIvTVSoniCFRUsEWgzfSPsM0Dc41kuRYS9OIxEnm\njKDkjRcX2ByjZlYeiySEVaTkrSLU9mBIVHTemVzEjtpps1l5mBikn94fktIdH7VhbVFkfAasasBT\nwTCnzIix8l2/R1Lp1AK9GEHtnffYRhI02zRYtSK3rsG6hizNCIX1HCfu7wauvn7BN19+y/X2SiTg\nq1Nizvz6N7/lZr9llxM32w3D/g7IhFjYB8i0xOIZ80tWJ+d88snH/GB9yrB/4Pr15/z2q1esL5/x\n8c8+5b0fvMP6nXf483/3b3n+m99xd33L5uqa5vKS3DbSbiRlypSYpog1mcZH2ibO+4JziZztUS8t\nhZcVlbGqrjgOhue9yci9r2O+zrGcxXAi6TmTKdxuHvhf//qv+avf/AZ3seLxh59w+eR9xuh5+c0N\nL7695/xHSE/J1vPhs2d8/P677BvH3z9/ziYGXu33/NB7il9Qzhra5Yr1esH5uufl43Mevvwd8fae\n6y9/y4KJx88eszo/07XHEoeIaSPZSdA3o+P5ENiDBLV2luhVkxWx6E9JGhk7/O8p146PnCbGzStS\nLExYcgz0+Qyfl5Rs2JlIZ8UhtPMN7z99yr/4s59xdb/hH379FZs8EsMoludy+yUZiEkl3oZcIjaJ\nbKuuYSAgkEjz3Jx0ZQ1iMTWgT5SYMVHilqRrqIBSeZ4/lELKEieZFEmjWPKnGHHGSW+xIoCN9HxU\nB9Fc1Lim3td6ylLj+Vny7rwTWfg0EseBOAWtg5UWMimrzbuCYqgbajH6M5uIuBpMgf6uMmilHMVY\nHEAge9SEHqvtlzR2rN+7RkQh6byxVuqlorgmz4luTsKypEAcBtI4SiKSpY7N6uceZI9yI0o1DcmF\nN5wrVLZsyrFMUrOHkiklIgZGlYErlJyw0SG4V01ZlFEyFlOi1vB5cszQwOlqzeNHj1guO1KJOODJ\nYsVlv6DVcRes5fV+y29fX/Pt/QOFyxn0cQroge6bueCzmIgEWxhz4Hpzw4vXL3h4uCOFILXcIc5I\nprEWvAPnZ7t8f+R8LG1GotR3l0PNWkJVEyXP4Jy0CJD/F5myfI5VI6G6zplstIej1iNSMEZcTGXN\nk7ozf7RdGFVlGGXTSgUPisR1tX7NGCV6jCR3tdm2d2LN36hreO3cZnOZrzPlQrKZaC3JCQCWsgLP\n2hBehry2BzCG4jxL39AvHEvbctpHzlPiPAXO2+6fbqImlOQBeSCJ61UxIs+hThh1FMpJFqNis85z\ndXlUa160SDXbOqHVRYyscqusCEaag6y6AFgnm31xjqTnKFmlAvAGe3ZYaH4/yfoDVzln2nOAUpO0\nyhAYsZ0V6UNgt91irKMWjVvVb1cterWqlSJap5SyvM97R79sWJy0LFeek/OWi/Mll49OOb84wVuR\nHq77jnXraZ0X+1Pf4tpetbuZxlpa24CV/lElRQqB1om0YUwTMY7YHYRtwUwDy6YljYFvfvslxjac\nnF2yT4E0BDrfyvWpaUi2mSlK09da8N/3PQu/kI0nxRnrqc2+TYI8ROJ+wLQOpsJ+2mOQws7VckW/\nWGCK1Of5KNICpoidIgRpqh1atG7OUV3e8hRxjcO2lhhkwWlSQzs1skkSSWMiLyN2IYYAi8s1m7st\nOyZhbFPExEyTHa5tcVYQ8CEYIhOdNVy0HpYSOO1fP3Dx3jvctDs+//xLfv6XP6dfrnm437JsxCTi\n/mHDk2fvcHZ+Lshxzhg1uwmpEEsk5YIzGsBz6HXVGhhjwSOMlTMWW5OwP3YkmYeysRhBAp0EgtVx\nzqQiMhmtbcoIkGBKlDovSS9kQdZeKEYTrqwN3I0RuaI1RpiP4iXI0WRdpBKSqIl0se590uNszuk0\nIBI3QaMInpqd5KIEm1qROw7IojJHNTAyxpBnsteAun/V+VqRUVMZPSP3Jhe52qSf6boOiletTGS7\nuWUatrSNY7dJhHGia3qsl4Rk2u9w1nC6XnO6XtJZw2kjwVGcRkWILbkYht1IHgKtQaSpjciK0A2z\nbVucEwmVKYnWGpZtw5AKKWayQ5hzvd6554x1OKfrTOFwT1R+lXPCOntwEi15NnL4PoL2OLyeu0Jo\ncF2T7bn2BdGu2FL4vgag1jdSV2w81nlpS9B0mKa6/9ZAEFIRgI8UGLcP3L684vrba7Y3DzAlLh5d\nstnu+O2333J9c8/VwwP308gmT2zGAe8ti/UJoW9J5yes3/0BbnnBi5e3/G4I2Pd/wv/0H/8Dn75z\nyv75Z3z5i3/g+vUVf/1f/zPXX5zwr372MefvfkTz8cd8bb/k5uEeM+5ovLRmKKXINRivtXIT0+gl\n/TAGmkZY6JzE3rnWtB3dfFPvck3SrH1jDzmAGlLP6JE6jDgF2UN9w/Orl/ynv/m/SMtTPvnpT2kv\nLnigAb+k9IkXr275u3/8NRdXd6zaE37045/y6PIR304Ti7PH3Ly64vnVjp+dPiY3MBjLmAJ2ueDx\n+x+wHPc8NB3jzXNyDlxfvQJfaPqW9ekZxrRgWmkOqwnZoUj8cKWlMh2KcJei128d1jfkbKQRtzNv\nHaA5BsbtNc50gCPimKyD4miyJfvMWCZs8qSUCNPI6XrJzz/9BNcu+fI2chsdyVldd1QNhLL4zhDn\nOvlyMDY5+kqmyhm1zU2tmypZHAJtTJRYjhLrqEnEQXJsDZQYKVHkc3EcCaNYzfu2xRsjMQ9AqW1c\nFDDLSC/Zur5hKKnoScF4i7XQeQsxEsaRME3EGETiqJddawFrPFXUhl/cHi3FqvGEsbNLd3GqZ7U1\nYeP3WLKc8yEROBoGsxvkG8xbrYGSQRFTJKY4uxVHlSc6styvcYIxqBGK2PUbdH+piTBF1g4MpWh9\nXxFQ0WjT6PnnCECXPFI3qhn407UzgTdJAUBD1nI1aTuT5BTWailBwneW05MVpydLrCvkHFi0PU+W\nC068hyQNm7cFvnnY8OX1DZtgaDVJ887rep/n/asAJgoIn21hF/a8vn3N9dUrwm6LSwI41O+CFQDS\nODXxKZbGeFrvtQWSggi1ZjLLaKo9KOckTROuSjDInp/n8eOM7PVZCRtTDK6oNq7M/8GQBGDQhMgf\njQNTn8MsgRSFU40nZdwrCaDJlCllXm+bZGkbYftc0SW1GKyajymhiUkFZxKT1UzDWqwHj8U7M7s8\nz31trVWlhGfReHrnWebMOjasvofv+SdgJqJXXTQoy0nzKQdF6PyStRu9tEAHl0QqVTRoskLLWrXm\nx4pbXrYWm9VJkqQSKUVAsiJcaMLlZAHBSf+jrIJXd7TQmjcm5eEq3p6sHRi07zJqlUYXjXKReh7E\n9a4i3CmLDNQ6Ky56IIyDrYviYRH3bcNy0XJ6tuT0tGF90nJ2ueDx4xMu1muWi5bWehZtx7Lt6ZzF\nm4JXdzdrnRZbGjzgc5KCdiNGH7Hc4nJgGh/Ybe9IubCILeUhkTZbln3PerXmq+fPuX99zaPzJ7jW\nsRn3JBLjMFJKovVicRrzRApRneCE8akMovfS0yLnJDplTWZjnthuNzSxU6pdFtd+1dF2Lcka9rtB\nqGbrSFOiEPHG4btGtMW9okze0/eFECZyysIEZXXxIzGOGQL43tF2njCOjDaDg73Z4jtPu15gTYPJ\nDWbIMGbyJGPNWU/fL7GNJdpA5yLBR0oDIY9MQ8FuE09Wl3xx9QKbLB9+8BF/85//iub0HN85hv2O\n7W7H6fkZJ6cn7B+2WCP99WwIlHEil8RIYpNGphLxCRauZWWhoSii7hX1/Z7qn1QwQZBFV/OVlDXo\nVTlyOSDbUDAhY2yE2Oj8YpY6liJNuAWoEA/HUtGycpghNfA3dT5W6YomnlhdIKXT74EdyMiXNIJ8\n1WTDqBynZJELib28/C77w+cVmNkIr8lXXedrwXMFVw1yyVkRtSrcs9bhGtmwjC+QHL5zxDhwf3/F\nNG3pW4cjs99PWG9Zrxb0Xc+YMzGIAc5y0bNerjlrPY3WrJTC3B8uDpFxSiRfaPtWAp5UsI2YhIAg\n4DkFWdi9Y9m3mJKZhkAqqrtPAYMThhNxgHNqPFE4kFmy1pTKV3DwpxHdrcit3z6cZgt+BWOMbozM\n/69I7axOMBhvtIH7Hz+sabBGbDHFOEP3ADWFqlb0VaFRUmR8eODmxQtef/OCzc0DrnhWiwW/fPEN\nV7cPfPniiqv7HbucmazBLBqWjx7TL9e4bgHtgvc//gk//u//PdPiDPfrL/ji5RXLD3/A+tF7fPCz\nJ3SfPOW9n3zMq6++4q//9/+NX//qc7i55Yc/jzz74D3O33/G7utIGAZaPB5HsEb2KuO051ZkmoKY\nyTSOUqIwb9mJQ2mq7TNUyl+flT3shcdMmkweGe21+N4ZJ3b/ueC9Z4qRX3z2Ga/GxCc/+QkXH32C\ncZaX31zx6uVrvr3a8e2Lax7u73j0wYc8fvo+re/57PUrng+B395s2L+85X068vtnkjg7ZTSbltX5\nBafvfciZMbQ/fp/99o7NzQ0mFnY3Gwwd7WlLt1pIXzLrZN2wB9kcFYRC6rXEx1SNHbR5t7UtGUfK\nWUDgt43NFBi393Ttiq49kfggRKbdnhQLtoeSJlrTQU6M+x33t9fEMPLk8oLmfMnryXC923I77Bmn\nEdtZ2rYTCW+uzPXR/l+PolLDonVPSVgykS9Kc2E0+UpRwJIcFQjTBs/1RMUCMYr9e0qkcSQHMc9q\njDAU5bjRswLYgnEZSVSOk9pSBHmqrImVWpwQ43zu2tiarOYS86XpeKtsmtMETYEDvCZnlUmzlmJE\nRle/3wxsfydpOz6+j8kPKRFSJKrTYs6ZEAMpTZgUydNIHkcIURo3KwBYTD6YWaExn/A+8+vWKaOX\nxdSsHLJV2REVVJT9TRMO4erkc0zGZo17qXXQUEhHag8nhk/G0rctp8sFnbMQJ5rOc7FacNl39AYo\nmWjhNgV+d3vHtzcbEh1t0x5ayMyJLWBVhqlbdSRxNzxwdf2S3e0NTAGTpI5S9ld5XtkgzKiR2Kxt\nWhp1mKZUw61DwirbqprW6D6QKBpCH8oYshEn5eMRJE7P2jok1225zACVRYePEXXbNI9t+WwtjFA5\nbyamMo8tqiqhHAGvyooaI2YkbbQ03lXDUmwpdN7OMYvV52sBq2xoKBK7tk2j90XBaU1eTYn4KdC4\nhkbdnq21LBtP69dvHc9/cnv+GYBQvXUxRnqrZSl8xymzlhIlSsG+yY382wxgdEFX5znnpT9FEtQ3\nqw2xqSxWTljtKWWyVrHOi4v+3TixGDdmRmnggJfMEqqjJO0PJWpGaIg/yqgdvzuGSNMYfNNqUHgk\n60SCZqu9QyqhRw0UpYKSrjE0TaFxmc5b1suWi9MVjy7OOPcLeisM2rLpWHat0MdZ9OeNVdStKOJe\nolgHp0BOgTCNJO9IMbO7vWO32dL6JZ1fUMYdaZdw1rM+OcW/fM3N6xvOTq9YnpxDgXEIDKOcz/TQ\n+kYDXEvXtqIZj5Gg5hHee9X6mzm58M5D4whDgGDxvsVLsQ02wbjbEcKEtQ1zA0yAmMnOURpLNhZv\nvSyyxtK0vaJtornHaILSCYKUNbn22eGCFGSHKcCJvLdpG7puQUsLpqG4kdwOpCBwpXWWxrdauA3J\nJUIJUmDr10y3I2dPTjhzSzYvrvnxRz/iF3/zd2x3O3rEDvf29pblyZrzi3NpxDhOOAw9slBNLhCn\nxCYN2GRwEcYcSd6wdgtlbdW++3s2uJKyOFJhMEWyo2Lz7IBYcqY4i8Hha0F4LpiUsSljNMgQB6vD\nWK8oXhX8Cjt8QL/m31VkVf8EKc4tNlNlkMYq+lh0fqZ6BpG8aN6FU0Is181UkS2TNbiR08tch9lh\nryKfOR/VuRSpRctOP9NI0mus1BRZJ88qxEnq05xnP9xyf39NnPb0rWfZdWx2A2mzoWkbztYruqYh\nTHtSDMRgcSWzbBoa60TG7ZygejhpPBohTFF6SHrpj+aK3iPcbF3snW5ipdVnU4gIU1zCSOnbg9mR\nAiV106qSMmMkpJvrQ3Ts1Ps7t2z43qPMwbY1KoN6Q5lQnULrc7PYpnnrGa3zONeos6cI3CVelDGA\nO7QsySkQdjsebm7YP2zoWo87P+HmZsOr51/zzf0VX7y44sV2Ymx68nKBW3SsTpcs1guKaxgyNIs1\nH/7wh/zFT3/CLkBf4F//8Ac8O7/kyaJjvN/h2sij959x8fQZo1vw3/6P/5O/+/w37P7xc4KzPPng\nMRdPLrl/+RozjTTtir014sCWpf7BRmmvkLMj5URKAWsLNntyduSScKU6AZY6TXQ81vrp6rqnz8ig\nDLIE1kZNL1rX4NuG+/2OX/72c0x3wsnjd1mcXOIby+3VhofbG65fXbO7uaO3kfaDD8jO8KsXzxm+\njlwn+Pb1A6ebSPjzhLWCeDfGsnQe4xsWiwXd5QULEzm/XJGngd31NcPdvdpfS1uQaiDQOo93zYzg\nG1OrbLWSymR93kXGT5HrkpYRXgAevguqvnnkXJjGgEkT3iUaLzLfOAzkYcTtA54WbI+xUse92Tzw\nuy+/5H409I9/yMX5O3Sna/zmgauHDcPs/KeScLXBpyhgJDmBPjdDSdJYt6QAUZoilxilfYaC07k6\n0qasphXVSESS9GyLvl40UZsgJKkjLlLnVF1WxbHvKPk1KDln1QFQwByp7XWzSseWTBpF6llmO35Z\nk4uaOkFRqaPGcfo5c7JW3bVdVT99h1H7zqN6w9X08OJRwnn0T8oh8Uw5kXLShtaJDIQYmEIghoky\njky7HXkcMCnhijwNMSXKoFbu1Va+so8KU83JiK1+ClX6ePRdAFUkGFWjVKBe6kLlpntNPGqcaJRa\nE9WYjB/HcrVg2ffSviNGzk4WPF6vWLVe9rgMI4WX2w1fXd1ytwk0fknbdVI2wyFRquO+lNoj2LJL\ne17dvub69Qvi9gE3RsoYYJL7gKnPWJNrJ7HXsu2kH+gRCASVpaLuyDIGjUhWnRH2OdZ91hiMGljV\nmMAWi8h7JUoOuajRlCS3BiETXDFSZ1bMzFZXgxA3x+ayd5JqneLxMzsk5DXRtMbgLPgoEkin+54B\n+qaR9cmItNGUmhDKtcQoslvvA43Gr9YdvD+zEk7exZmI8c7TtM33trn5EzNqGaGRNcxSi1PR7Udt\nXC1yEFKU11SHLW5yTs+jdSjOHxqqWkcxjkJSWrnodm4oJYn7o/PUOTiHIDWQqItIynOSZWB21DLf\n+Tk+Dm5B5ug15gW8vsfoL1ThPrufFTRRNWqnrTI40CBVGbUqGbLO4JqEN4a2cbQOFo3lZNlzulyx\nXiw4tUtpHO1blk1H3/RYY4WRqtbnUSWOplBKJAw74rAjhIEUIrnraHNLCS1Lv+ZkccmFO+MhPmfY\n7knDhHWOtuvZ7UZub27plye0XUciSB1ZzkzDhC2CdjTWgTdY44HMMAw462bpYykZZ8RxrtM+UskJ\nEumNo7UtJUbibmCTha148vSS1jXkHHBtS/HSLyg3nuQQKeSojY0bJ/1BdAG2qpM2raU0jRbHRkLI\nmCjskPcNTQMjGdNZQk5YX2hWjaAyNuJ3ukA4iMWSXMK1ButhihM+FDoyD2FPM1neXV2yu7rjg2fv\n8umPfsyvfvULQky0fct2v+P65pp33nmHftGznQIpJhpraboO5yx7MxFCIjoIFGKeiEEEiJ1ryC5j\naDDGfQ/KLFJXq4kQFtlw68qbK1xoBJmz0jjaYDAuULzMy+LUTMRUCbKZF8UZCz4KNqVeQ+eBvqtK\nuWQ+181uhkgk6IkarCSRILrvzE+w2FrAPYU5kSsIk1PgEPApwla182VeElSnbjLRJJGOOS91UrZR\nqY/RFSKq5Kyw228Yhy3WZhadtMG42w1sxj3b3cBqsWDV97SNJU+DBEhFnqstIhPNFDBekuZicNnK\nM0iQpkxW0wQ41IM5C6235GRoWlnDHJCazBQmqVHRInsxrzj0lBG23s5MWk2cKhppjTkkVVYYzLeu\n8ab2tzoEiMXVwFvvm665cxKPmftF/rHDOi99how6kmqvNjHNUDbNQE6ZOA6M+y0pjCz6Fr9ccHf/\nwM3XX/PZ899xk+Cb2wduXYc/u6Cs1/TLJWXRss2Ry3c+5Nmjp6QYSaXh9TfPscbw8ydnfPj++6RU\niCkzhMhpb+mMJ7U9H376lzT9I37xd3/LzT/8V379m89JJvDk4oTLizN2m4EpZ5y1dL7FuIZoJgEH\nUkVhtaYm2xlsqGz1XG5qDuh1ZSlmg4bDg5UgsUqqkszKru10rlqGFAmxYxoKFEfXtLz7+BHmxz/k\n4vyc+92A93Bx2bI87wk4fEhsx0gi0a5bzs4X4rqZIj0ijSrR4QvY1uFPlmS7wPULTp6tWFzuCePA\nFANYR2McLht8e9Tyo64BRli2ooFhlVJhG8hGTETMcQuItzNqIA7QIWaG/ciUPLZTMC1n/OYeR8su\nWnGH9oFpCtw+bPjq9ZZuaHhsOlaX5zy+vCR5z/VmS8hRvgfMpgga88u8q8mjNTBNlEmUJSVKfJND\nUBljEblrjiqL1OeuEr6aHCRzAKByTAK0JTBOkvOszLzcE3nNWNn/iho/WOMVgCpQrfWRvlTOO9IY\niNNAnoKWoZRZ+qhwDoceWbXgBGF1rcN4teQ3lT2vbNqBXZt1EkdrxtwXUL97/f0RWv0G8zY/c12X\nYpKEbQqTGolEwrBl2m1gClL/NJ+Ywz3WXUIhoKO9qsJCR/NQVU8VwNJHTTVOKVRJeVWj6L6j3gn5\niHEqyrDVZ9F0DeuTNcuuxZfCwlkuVysu1kuR11GIZB6Gga9ev+bFzR0hW1ZuTdO0sv8e9TLLWV3S\nSyEZy2QK1/sNz199y93Va8x+wk1RwPAklJF1VcZqJdk2TmIv16okMWuj71qSJEovitaAWUfKzOl8\nUgKkevoVY/UeMmfgUipuZnI36n4oZlAqhywCL8iz17tek2jDQRpp0QTtME4OSVpV81WjnVK9OsVh\nsgh4QinsY8SYo5ru+hn6Y7ES32bxb/DOqVpFRlNSs5Xaxw4DzgaaKHvy244/eY2a6HwV2dFkxsyG\nIiIFKIoo1Ro1l/Nh4hhF12E2GCm2LgIa1ymKWEyZH5j0vMg17Zfvo0FIhQTkfGVeFKp85xA8GnHs\neftVHudn370BYERq572XujpdRNFNyDYN3rpDfUcNnpyj6zq6vqNrHV0ncojGGk6XCx6dr7k4PWfV\nLXHFilo0S00gUVkIL9KyXAomBOw0EqcJizRfDcOO/faOcb+FXGjKE/qm43x1yqJ7ykn/BL+33O8f\nGO48Nk64xtM0DbkMjOPINE24ThA0q8xDjFEmsUpPY1DXHxCLVGuJMRJjxJoizA3gGzE8MRhMEte3\nxjWULGYLlMRqtcBZR5gm0jjRN600p6VQWoc1Hh8HTC6EKYiTZOPwXQtTIA8TGGgWntJZYjHEKcGQ\nMFPEYFn0HWXYs1x2TM6xTQnjI7ZrKVOGpcFnKw2wW4fJhpwG8bLLSB1CKjTWs7Q9ZSxcnp1wPd2x\nu73nxz/6MS9fvSDFEQ3V+fbbb8EYLk7OBDUsmd55PAa8uBWatlCKIYyBcTcS40ieIkvfUdoe2/Tg\nGt4WvuSYSGPEYpWpNhQnVRdGLW6l+XEigs5PK0CIzr1cF3UrEhtbrMpKZfE2GizMcqCi/Vw42ugq\nOqcOYcVWGYNK6JDpK504tE+cBiMSGMnm75yjFCvrhteE7IjVmYO+XATpNop4Z2QNqDi+KRjjaEzC\nWknSrPWalNl5U7FaDzBOA5vtAzkH+rYhkimrhpP1yC5M7PY7NtuWRetZdj00FrK0qnBWnB9DCOQY\nadUox2SpH+m8JIdzQK+bvICdRpoqV7dNCyULQ1dSYZyka81QUUXj50BoZtRs1ZnKvanPgCKOiXKv\nj5KDtxzWHmSJc6I2J9HqJGkP/ffqYezbEUZnhVGztYChGg7UZE/HWEpSl2qBvutIwNXVNb/49W/4\n7HdfsQ0TwSyYsMR+gT07x5yeURYLJjK761eYvWXpH3H3cMX1Z1/zMCUeXZ7g1w2b9MAXL17zy9cD\nXm7F4QAAIABJREFU/+bDx5wtnnFioEwDXSy8++wdYvqUq+k1N198xuf/8Av6T3/A0w/exfY9Vzc7\nuujpl2t2UxQ3vTxprUdtEaGyU933ZvYAdH7V0LgGrxr4zuCBvm4NrjhsYwlRoiLnPRGpZTq/vMR+\nObDbDJRYKCGwXnT86KP3OF0v2WdomkjpO2KbSMWxaFo2IZDDhtN3nvHeBxciywyJzjq89QSjMl4L\ndtlSRmGL7aKhvThh4YpI0IaInTLZiPLBqpNs0b14rmVU9J1S62A1dC7CVhitb6yOc3/sMMZIG4Rs\n2e1H4pBolplmuZS1bf/Aw8PI9iGwm0YmH7gKO7Ce4hru7u8Jz7/hIif68zNWqyXBWja7gSnIHpd1\nXawA0cEQBtQ7njwGUphmqaM0kY4q98qkHGfE3+i4sLWmrRQSUeu4IGuTdlOsrrNZuge5mjQg0js8\n1RTjeC2e+yLmgvEyP50RpUAME0nrvktWd79sj3aTCrRpYlLBGQUCiq1GI4dxOjuSGl0LjkC2yvQf\nr09/7DnWe5o0ebVWPjOlxDSO0ntW4bccJso0YpPcR6o8HgVC5qsxsg5mqFA+pV7hYZ05HJUI0Lj0\n6ByGapqHGGnMCZ3CkobZzbHUz7UG3zUsFj1t4/HGsGwaLpYLTroGsbEXV9jbzQPfvr7ibrPD+55l\nv8Y7L2evtXKafGb1OggYhpy52dzz+uoVu4d7fIjYKTEFyfTFDl/it1zX8KOnXVU22ZQ3WUUOxIbV\n9ajWPgu7fHRLNe7PSb9nOUq6i4Av2QoQUx0zsylCTup5KpExj2NdF6w6NucsYPKxnP+YTZvBTlN7\nJev0OJImE+X5yh6NyoKr4kSSu8peG5gTNaPBSiqQbGUXZbyJeYl7o8buDx1/YtdHlSwoxK0gvRZO\niwQy26xUfyTliRgdKXpa56owH4MVdyPjCNZT7EhxWWRKWeWD1Y0gFyDO8oxDpiZyLmtanItkGylE\nLEYpYkWJ6sM1RfTW2cnkNoeHXnFh+Tu6MNUgVFAYknyusYKczIHqbEwtAzulQNZkUew+jZ5a0K5F\n07DoGk7bgjEJ3yRO13BxYln6jB9H7MYStK6v8ye46GEv6KrTho9DiuQ4YeIIZWKKe0IStzFyS2cX\nrP1HnC8u6NOC0/aCzpxQtluam4Fun9lvN8Ttht7Aqm2keH+3o3eN1Ac5i+8bkRDmQx1eiFEjK+ht\nS5oErbNGGipjqugAFusTHJ60m2hNgwX2IZBah+9OSL7BPhSGYZSGvz6xWC/xi46YxAWvOfOEMDHF\ngEmWzlu8kYUgpUTpHE0vzpHEhFH9v3Oe3FgGZ1gPK6xv8V2LdUEWXlsoC8AbohdTBGcdbVzA4CTw\nTuI26p3Uz5wul9yPG07ocT3cP7/h2cfv8fTyGcOrG+LC0vQLXnzzNa+//Ir1jzr69YqH68h+CiwW\nYvneJuisyBMma5hMJk6J3VQYy8B2imxL5LxbHhDdP3CYAqRM0kDDmYLzncwRWwMiTZJ0zOaccNFS\nXIIpaBIk7Jbw5Vbmis6L2o+GlHQxLCLfoZDJM9pqrKeS27l4ZWGg8l3GgFcTjDglccjK+nsjF5NU\nsogzFOvmBBBbgRdBomuiKX3bmKWRVa5nFLwpVhLYtus0CBJGpLpaGQvOZ/LwQJ5u6RvDsmsJRpzG\nTtcdu2HJMOzZ7wb2iwWLtqPvlrgSaZtWlAIxU5IhJIidyMBKHGlyVGDLz0hhjlECdmNxSD2idZ30\nyzHg2wUxJtKUaPsF5Eze7kil1qAaXV8ESAnxIC+xin5bcwjAakKdUpAN7O0r/AHsOkq6y5E0T/Zx\nA9YJslgQS/+3nddZnDdkZ+fEz1iDM1WkkyjF4Ah4Gwi2EELkxYsrfvHrz/n1775mXwzrR+/RLS+Y\nXm+YbMdycUqzPGW1WuLTwLYUXn75Gx5eveL+7orFomHt/wzf/oB//PoFf/v8ir//5Rfc3k1c/g//\nHf/2g/cw1hB2e9mPUuLy/Iz047/kfhN4+cu/pdn+N9bOcvHhe0QsmwAEgysTvozEyajttTIVWQC8\nniIMQBKXV5uLKhOkN1UpRV6zBzS5JsY1EDbGCntjM8XJM160PZv9hk8/+oj/8stf8PKzX/DqnTX+\nhx+R7IJ9abnyhuw7zlaGVCJ7Omy75u52x8vPvuFyF/j3H37Ix4/OyWnEOYMn4eJIjlvIe2wRIMJ0\nkri7zuPbBt9YbAd00qrAlKxbsqwDYjj0ZvsOtFYGjBgilIghiiOr76n17m+rZRK5m7pFT4Fht2e/\n37Hcr1mslmx3I1d3d3zz4ppvb+95yJHBefamoz9/SsbzkDPh/o4T72jXK5EJOiCrE1xtsaqyapeL\nWuiri/U4UcIkLnspUmJApBBR2dPKLhyCUHGAPAK6qgthKaAMLCQJS0ugZDWVyYeEHSOtbar5h5k0\nhvHCdhhvaJuW1jvyNJG2G5gkmYwxEzNqwa4KIGtIzpOt1V5dFqy4cFqsyugdyVSJpZH+cVqLbgtE\njcVqKFVjqWNmbaZhjKzRhsP3yDlj04gA8xYzBtiLKzKoEdd+xOwHCEHUW2qskqO8x5LVLVDvzXx+\n+W7WOQUJD5bxta/t7AROjQGVSa0g55E0uT4fY53Ed0Xq12orChIY29D2K1y7wBTHwjY8Wa24XLZ0\nJuOL7PM3OfD1w5bnNwNx8vRdT+MKy2IIWfpkZqT3mJFwmmwMU1O42t7z8sULhpd3uIeIGTJpCuQo\nzL6xDpFkGpxpSIiHg3GWLglIMMSRzpqZnTQaw+dS5YiSiGSNHQwKXGSpWZtQQ646J/V2FFXPlCzM\nlhxObP0L35nb6YgpE8Npg/xJYa4ZrY7FtbZNzn/EtimLZjR+ESpBgNiUopYCIHuaNtFunJATjji7\nf5ZSRPnHIWHPGKIactXnbA04dbF82/GnZdQqXl1JqwOIK4M2i56WIg1ac4rSfC4lQUOcZvum0c2q\nom6G5JhR3EpqzklSzaBtRFIAp9IisUTFNWQrTX2/C+PkCgPMC54sQMaIG1+l/2tOZvQvc5IGb8Iw\npbq6ZWEe3viHWSw/Uw2JC75Yddpp6Fr5aayDGLC+4B30C8dq1dF5R5oCuwmST7SNp2lEjhKnpMyO\nNNkc40hIEz5OmDQxxgDtgvXqMavugrPmkpPFB6zbJewiPEyUfEd6fUe8vaOJke1ux3j/gM2JRdPM\nTlkrBPFIOVDIeO8Yh4kUxU0uBek9BZaS0Ma6ma4TW9mYROpnjaXxHR7HaCU4lSI78L6jXS5IITFt\nJ2IQ6+lhCiRjWFhLLomm6zDLRhqGpoBDdM6m6OLRCHqU0Bo232BtIJZA2zXkVceuBJggbqXIuFk6\nUfC6RGpkk6quluRIYzra7CGPjHHCq314irKZd67DJ8vKLxinSNwG3n30Lt98eU/bNCxOlqSzkZev\nnnN1e8OjJ09pfMuwfYCm0HUd3mtAg6HpPX3TM02JMTimMLEdI+O0ldq17yBfx8fiq8/x+x21itY6\nMcqQREfcLvPRoDbWKDOuyViVPXqH9R7rvcgh7RF8kWvNWKG2KEu2KK5REFTczJuafMYhSJv7B81T\nUzTsuVqsHQdzR3835jD35vqMIucreV6N3pBMVZaposC1J1Lr/WziY/UekEWG4h3045bu7or39lvG\ncSBnSRSGMbLbB8YwYa1l0V+z7DsaZ7Em0zrLSdNgYiYOIzEGmlZ+X4aAiUnzNItpPE3fYhtBTsUJ\nVuQX1V0rG7BaF5BSUklrEbY7ioTc+4aC1PcYY4lRaoXelB4dI+f1+UOz3f/RsaTvknuq97FUg4g3\nUHI7KxhEr4W4+L7tvF6CBcEPpHWAdwLsWMsMBqQ0QRxIw57N3T2buw0Ux+n5Y066ntPHT8irc5a/\n+YLbqdC6hkW/oGs7etcQLi95eHnN9PAtLuzo1yc4MzHFkZvrO76+G/n7X33JWWkE6POeqSQmkym+\nUctmh11fcPneR5QXX/P6q1/xxT96lqcr1ucXxGwJY6aZOtzYARlvEVt1HFKDAbZkbJU/VmOtKonT\nYP4g8a/BYn0I2ndIHVuNM9hG1ozFoudkueJf/dlf8Jtv9vz68y/h5jX54pwdnlfbPZtc6E8btpM0\nrR0J3N685Mvffs321Wv+3U8/5T/+xc94Z+Gx00YNLCIxDhBGXIk4Aw5LacB56e/krccioGtpPbkR\nhN6Vg6PfgVEx87SWIE6CSAnskyTnBmG8CnOg+MeOQhGwwolpS5gmHu7v2N/dsVqvCR4epsDz+zt+\n+c1zrvaB1K1YXDzh7MkZ3eqEYgyRwv1uS1MSxTo1bSjzuiNBfdHnFiEE8jQSQ4AxqGFIIMcAOUi7\nmiIRtUlgkgZxui4dpH7ycGtPSZmgkuUIYxChqJVtsuq3YqnGFkVurkzlnKTnpZXx4YyjU8fIYb8n\njYOWRog7Ys7zp8idtNI/MxtJfrMTtUGVylkjzo/ZGBUrGAXjZM01argx13IVNYIyRR39JU7MOc0A\nhCkyJo4TNV+S7gWGOARKUDAwZ3HR3e0owyRrpMCCGCP2+EblxFYdCrUQWWLQXDDOau9GkcJVk4jj\nPm7ySCSOK6C11HY2OsJUlUYF8rNeS9EkQeLgXAzWNzT9AucbvHGcdT1PTtacLlq8KTjj2JfEy3Hg\nq/sHrjYjOXmpO7UFlzLRlFlqWJtB1/1sn0de3r3m1fNvmW42+AlyyMKaKhAq1EER10PcAXBzBp/F\nTTck8Ig839bkWga+JNsGta85hN7Fas0kavpVwRldrwrMlEVRo5ZDS555yZMxYcosD5a6MUMy0ty6\nqBStWBnxdW+XaNPM42yWTho0FtDryIc1NWcBHSXBK5QYRA3nIl2b8TbKvqnnzVmMn2pvwWIsUSRA\n4tLthLGkmry85fgTM2p/4KiDXilVMztBphmVkuaOQpPWt9cHZI04FSWla01Sul2lSSKJybMuFpM0\nGJOO5VRk1zmy8xQbtd6zBmtaK4YWZc8byNEo+05IIxP5QN0fuxr9IelQ0euRAltleYpobVMqBAo+\nCEMzDAPRGiIJ10ILNPvMySho9i5GSBMdgb71ZLzwhCUxDntSmkgpEPJEKYm+WBamo3FnLJePuVw/\n48xfcuZO6M0SNxXCPjHe7SgJxrsHNpt7UhjEWSkESoGu75iyEatwdbdJUQqirfM4HDYrIpqdWMur\nfMl6xTHqBl0q3+koIRFiJOxHcoFF19F66RnvAOscg53wS0dnG0ycwBVSmQRxt2JS4wtqQGMPMlY8\n1hRSDgybHd1qSdN14D2TbgSNdfSlkG0khEh+CDgczjZzsGzUfdSCRMreaO2QwwWHawxN58gxs9tt\n6PslKUFJhtP1KfvtwNPHTxnPb7i6ekmTHU/P3iV7z8OwYbHZsuwawmDZ7wVBbLyfk3lnDG3b4hto\nkmeaPIOfCPuRhzi8lVHrXnxD9+Kb/6ez9p+P7xxL4PxP/SX+KRyzmsDMiZ/YPPujtc/MEilRWSBJ\n2NtOayUpMiVRW5hIk9EidT0picvbtCfudgybLWHYqZTvQ57FxL4U2uWKXXvC04szvv7iG+Kwo3Hv\nEJKAOqfP3qfrT2iKNDVt+xZ/es5gDNsw8TBsCXFidXnJk3efEp3hYRiIVlpnuNbAOLFwidOnjzj/\n0Q/53f1zXl295tGLFzw5PWHdLZko0PcM3hO8o7FGwRcQtB5F8JPWTRTtLRqxKWqLC705vze9q3RV\nAhWr0kLn/PzayckJP/nJT/lf2lO++uY5YynYxZLr/chjmwnG4BcT2YrD2s12z/bVC0631/zZD57w\nP/+bn/Pn757RbK4x473EoCWJjN4YAW1QBsT6GSDwvpFaKcOMiB+7Gh6S+e/Ugmsi94eWshq8/15j\n8O8cpWRSmLAYWt/SLXru7h94fX1FePEt7aMLNtPEfZi43Q+8fthRQuZkscIMe1arNYvlipgTu3Fk\n3GzxXScmZjHPUnep6YpkNUNLUyCGURyPp0iJiRImchImzaohiaUI0ZLSG9de///wWpqlyLVGoijj\nIMh+ZbWZk5EZC9Z8JKu0PGkT79Y3wqbFTBgnSkzS4kMBNjEROcztOSlV8M6qi7bsrfaQtFmOJNBo\n8qmBsuYBEqjXQF7qaW2t9dKav5rw1OFe5YbRqKK0JMacSIiiIuVIGPakYS/1fxoM5jrW5oC9xp/o\n9yqzLG6+50dszttH2DzSfv+VyuYoWyfsoNbvaS2Y63uaTgD3ded5tF5ysVrR+0aVKrBPmZcPG76+\nuuFhtwN6WudpnDhe44CsBIDKkkQqnNnv9txcXXF3fc04DNReeykKDWy9lg1U9cPhbisQkCkxkYO0\nhzIlq4JFlCxJXL4kEdZ9QOERSkkUXbfb1IqjpFPw1ECxWgJ1PEZRdhNhCGsfz5ylAXxdDKzmAtkU\nkTAbAzqn5idRyvz9isbY0gqCmUk1lIMEveQ5cZwvJWt5Tgy4GGhrrXdN1NKxIVkBLQuhFO3T5qEk\nUogz5PHHjn8aidrx+otOAnVnEdLEUJI7MhNRNijbKiSlSpas0YJ60XWo85DVRrbytAUs0Rowm0XP\nbbKCBYr0aOf1bIQeL7P7YJ4RCcMhUZsTtjfytDowNAOvi2ndlPRaZTAe7bIVzCnMGT7mOxsV0udi\nv9+TU6K1Dtca3JDZhcB2SJx0Hb5IceR541j2DftYGFKibR3b7T27/UYGk4O+7Wm7C1bLp5yvnnK6\nfoez5owuNnSDodmN5P2AGwN+P1IwhHEglcA4ieNimCZwnmW/wGtJVorCmDnrsNFAMpgki3ljGooV\nNtHhMC5rAJFmtLz1jdbtFMbtHpshhUDOhcYKMkvOs5lJ6qBf9iwWvSCVynoIepUo0eCy6por+lXl\nWNZjo/RZYYpgNZgxKnstBW8cpTP44iQYiQazz4SYoDfYrsW4LE5tRXefRpLINoshimscdir4EMHJ\nph6D1Lm5nFn3a37w058x/tUebiMnz05pnpzwzc1z8jRh145uuWS4u5NkrTcqF8tznYHz0q/Ge4vv\nWsauIQzTgWn65+Ofj/+Pj3lT0wCs1uvYI1dGMcDQ9Vqtlez31KgZJ+5xXtFNSq3XkE01qVseWtNA\nynTe0axarO+5sI4I4BrCyWP+5aef8LsXL9m8eM7y9IT24gLjlvTrFc3yTABCrSkY/AKTHbuQ2W72\ndNbxyQfv88HTJ5icCWHEN42uyxDKyBR39D7TPblg+uhD9vevGaeJMOzpF0vaRUfaTTSNg8nSekfr\nxIFMOsyptFaDpILWcKco67fWa1VzHt064OhPyYelcbEkPhaKrDsYODk54V//fMW//OnHbHdbhhC4\n3+/YDgPZGEKK7ENmHwt324F/se6wP/uEdx894tP3zrnYvibuH8CI+5lzHts4mqYVJkLrqIx1+KbB\nNw3ON1grcrhcBGwTSvT32bADo14BzoNc+egS5/dUU6A/dpScmcYJNEAuzuAWHbsQ+Orrr9m9eonp\nOvap0Jyc0NuGvfGMFHYhwDiwWi5o2pamFIYQiCmTjZH6rVIgiawuhYmkpiFJ+5CVGDGjJnFJDURK\nEvYDrVtSCdjc4kIDfGMOV1sO3IPmHzUpl7CiovbUpLfW5hcwSuEkJ8lDLhnftfRdS2Md47jTptAS\nlIvJTY3RzMwUYETaJUGUujvO9anyU6x+vj2ql6s/89pwFNAXdZUsUiZQzKFerbIu9Tmj50haWhBN\nYcqRMUVyjkzjnjzs9VoOiVpVH8wWVmocYfReZq2rPgabqmvid1suvDHr6lidf3kAHjQFkHun33v2\nRjCWbAyl6/HLFX3fsWwcl33LOycrzhc9nc7bKSduhoHfXd/y1c0tY0icagsmm2V844TBMRmtnxIz\np5ATm+2G++sbtg8bcog0JUstXwxyX6wB0zA3Ka9DzqAS0QwpQ5R6dclnhRlL6gdRajJafScoVPZb\nZIlSy5+NWvcDiYw1ko4VJSyKlTj4kKgV0nzeas4h9zOVQqoukAom2MrYmaqaqbXdmjomqQW1Ubka\nDMZUEEESxqkcABFrhUAIdfzEROulvdXcw7W6TNfnbhKFAEDrHY0mgWGc/v+RqBkduDOiVkRCaIpS\nwtmIbtt6jBfXR2KkZCcXOPdW0no0LchPVga9RReRupAou2ZKwZaoSZ47CigU4a220UZlXzlpwauw\ned9N0mZmzcjDr1LOOoErHf57jFpdaHTgCPIltWsU7aPkDjUpx65I0h8kEkrCZSlSvB8Km11k2Xpa\nA61zxOWCVS82zGOeODtbs9tuubu/xxrLen3KSXfBSfc+T9Y/4MnJM1bNGU2wmIcBHnbEVzek3YDH\n0LeO4CCHibb1UhMVJsI4kU2kW0R8uyAUw36/pzeGrm0hJ2KQwk5vnFrwQ9F+UHOz5JLxxkq/MLWt\nLSEzpYHOeTEGiJGQpA+bM2JAkmLELjpopRai7dyMZMYpMI4DbWlxagmLR1AjdLNwltb3mCgGJ3ma\nMM7TnpyoJas4Ge29Y9Et1M49SCuDDK4T9zaMLHiC6ImDaWoyOYr+H++wpaM/OSWOe4ovDOMDZUws\nV0vSPrJ69wnvvv8h4asb7L5n2bW0S8vV/hXFW/pTzzhExmkvSavKHymZGAPGIO0enMN1Dt86Qt98\nr1PfPx//fPy/dcyxTJn3+APodKRSqLLHom551n1PjZoXJzlXpJYnadF3rSl0vgHvwXt1DDM43zMF\nKZT3DtZdj3MN+bTjP/yrv2DKif/y68+JD9d0yxb2DhqLX13wsBsZ91sWXccie/IucnezYf/6jndX\nJ/yPn37CB31Ls9tQpoHWWsoUsGnCPzzQTFvSONB2DR/++Eek4SnOW/IUcTnSNJ3YQjsD3tI6S+MM\n1hapE7Uq8bRaI6H7ZTkUdMzBY73fsr8c3zWjyhFHQovrnTSaz1prWECcIHOakfwYeqmhMIUhRoZU\niKngXEvfLUUqtt/Bwz0+R6Co018DpZEArhEGz/kG56wmaf7gvFq/n46NUo6/+CGg4hA3z/89XJ6Z\nz5GzItpviX9SzuzHkYiBEMnGEZ2j9B33ceIXXz3H9UvWF5d0p2dcnl5yHzLROZJzDDFixxHXtjR9\nT8QQUlLrcQlLUgrkEInjRBrFNTGFiRKiMG2h1qKJSmhuIwS/d1/qMxQmhjdeq3jFTElw9FMQsEKT\ng4O6qEC2FKViU5F+as3K07ctJudDYpNr8HmY0zUNLhxqyKvw7VjifLCUlWc0O5EaZeXUUdi8sS7U\nm1BZE2l8bezhXuSizE0Nyq2RptXWEEpmSIEhjpQYiOOePA4QJkhpTnGrTftsLqE/Rj5A55auUcrh\nvcG8fec49Iysz64cZWuHR3h4RBWkchpv6nvaHtcvaduG087zZNXxZNmx9m6uF97FiRcPG764vuX1\nZsCajkXb4Y0hpljDYrmHSc06jHT92oWJm9sbYdN2O4hiQpOjlgNpknJsADU/aVMkBs5R2kdkIz9z\nqQFz3JyKJWaJzUrOcqnG44rVRFnYzlJqjbpyqRoD23qfikoXZ0sYQMGqQpExdTQma36NJlkuZy2n\nkNerMUlWJlYSZys12+lgjFKMMGnZwFAyOUl/RocoBJIxxALkhKttD5SdI9ekrgIMhVLEJKjNDu+l\nvjyMI2+HJf+JJGrHR2WXxHZXO6PnBMnOjJqNCVwkJQ84dWQ7OMxYLX6PRurTsqka1CMWrDDLKOd6\niWLn94FYx2Yrg7Do+WcmTbFNo+5as231YYa+gWpSE9GayP0RRq02JD1m1AC89/R9C2RSEJvgGAPV\n3ca5hlhkgSJI35Cdj3QOVl1DmzIxtfgxay2bJUyZMnn65QnvnHzE+2cf8P7yHZ52zzgvZ/jBYbYj\n3I2Umy35+Qa2eynLO+kIPrG9v6NpDItlw7BpsE7keNuHDctTj/EdYRxxvmG1aMkuSZNea7BeLjKX\nRCHjmwUpj1AKzlvatqFvO10TpGhT2jYYur5nnEb2uz1Yw6pfAhCmiZwTYZoYraFpxHo/lzzXK6po\nVhuMauFrFht+DFgv/dPCJAxdd3pCd3ZCGQbidktJhXixgr6XOpExQxIjB+8WYLwkatYSUtBmjolY\nIiknSgRjHA6Pa6tNecSNexrbsujWTONEfmx4/MMP2T543GhIG0tjy//N3pv1yJJlV3rfmczMh/CI\nO2XerKqsqqziUALFFjQAlAi1foGgZz3pXX9LetBPEPQiCBCkllpNUl3dFKmhu9g1ZuYdYvLBzM6w\n9bDPMfe4ebPqiSCBpgGRcTPC3cOGM+y199prEcuRhzzRrTt2O+HhgXMPkq9N15VeYCWrCLAYQjA4\n3/PVj79H/1d/Q5jj395E/ofj3/rj4T/4d8mrfqkQfPSogZvKsKtQi1Al1n/LYZzHeK/2BBgw6vnk\nnKv+NdUaIkbdD7oVQ1b7j+PhSEmZ4Cydt6Qy851na/6Lf/wn/Oj73+EX9w/cZeF2fiRMkFcbHuYJ\nlwqblcdNkds37zi9fc9L3/EnP/qcP/38E3b7W+T4lpxH5uFEyUAaGaaJft0hg8ezZfXpK3xJjIdH\njuOeNE1YcUhJOKO9MMFX+WdTJdKrsJL++xzKm6ZgdkH9ab/78FAAp8G6qqG2QKIG/VZIxjGnxJyd\nZoRTZjyouEAfPDaof2OWTB61/09T6Gkhq7lKtTKV/hNJWJuxWFwXsN4vin6YJk/+dExUpTBa28BC\nj6uXZpfqmlle1xKhhoor8oXC4keOlAv3+xE3F6LAKWWSMewFymrN4/yG8XjPBs+rzTWr3TUihlHA\nNUp8zkwx4bsO5z1z0qoutQqmVbRInifSNCKzCoaYWNs3cqq9ui3z3lRVy3Ltl/153zwE0/rveQre\nGqB7MhpEwZamdC3GaAVKjFaPvNdq2iIiMs3qZ5ulAr6KXTA1qNZ4pmCW4LzUOEgufiaNOldFmbgI\n6jV/XpVBaNURlu8NApZy7v/XES+L5LlG6So8kUrmNM+McSLmiEkzeRyRUUVEmoBSA6sGqTIh0pZ5\nAAAgAElEQVTztQqyBHAty6SVwbNo1EVF7duOZXxCs8+4+KUWEIxSHCt6qTeiWhaEAesHhhB4PnS8\n3q54vuroq8hQssLjFPn1/QO/vttzjPCs7+msQ0pmlFJ7xhy5gVFR0a6Zwt144Ks3X3P39h1xHLFx\nRqaRlKKOOVdj2QVYgzSPwFoVE4nkGIlOFsuVYmqVK2s8lcQxiyNOE1KEPgQG7zAEmol1JNfYrIKc\nGv9CjdPrutX6xmwdBPpkhFSE1CpkXCQQWlVdBC9qvdQAXyqqYbA8baOf64zFVwVLKYWEMJP1e7W6\nMEbwxWixskAqpY6LdBaYKReWDVTkYQSLKhBPxeNTrpTieKatf8vx9waotQrTMvhNdWyvijOqgpQX\nU1pTG/kNtfG9Npxaa5c1oKm06eDPlRJg6pxu/NNUJfbPpfh6AlCrcuIKFOX1P5Hrr5msS472eRkB\nlin/BK791orastnUippBeeNSM0pd12FXA5ILcxyZx7EuMEBt5pUCxxh5TCO9h7hZsd2tWBdPMEob\nzGNk7Vdc7W54efMpP3z1Y763+YxnrNnOPd1YYJwojwfM/SPl3QPhLuEeRlKJxMcD+1VmP91RSqRf\nBa52W64fr4npjhgj8zwTXK+LYpWENUHlTw0qEpLiTIwzkgtdDpQ80wfNukoppJi18mYsTqpKkhTG\neSKVwiyZHCe6rtP3GctpnIhlgiRQA0WRQt8P+H6l+D8XSowtxV+NTidECgwBjBBzxiAEilb7kiWJ\naEau66DrYJqUHukUfGI6StQN15qOYC3JRAoZG9T7yYoHseSsK4fvVkieWHUb+q7H2Q6L41RmVt95\nQXqTsL+aMPsENvMiXHN8fEOWzGrYME+R4+mB02kkB6eGvs5iLOQ46ZhwBus7gnf833/6x3zyi68I\n7/8BqP3D8bd3fPlf/uek66vFVuF81HW+ZpTV9sGBqTL+qE/dbzsWoZpczdkr+HD+bDfQMvzOeJxT\nVTI3T/jtiXQaMUlNmb3PPDy+49XVNf/ZH/6Qg8Bdyvzy7pZjLtyJ5dmotf6Vmchz5MZO/P7rK374\n+ef8h3/0Iz4zB3j7JSU+YrzKLvZhRT90DMOOUsVfCqp2ZmOiGM9cMmkekXSkpKiBQvB4a3BSuCxK\neGcXY1RTs86Lqphw9mKqVbW2E13e+cqAo/WdlJzQ/mcV4RqLnidiyeNRg3E3kBLkKSPHCURNlfM0\nk7yn73sInmwhFaEPHd6FCl4CuIDrelwfsEEp8K2q8o34pO1/F6irAZZWHWh771J1+zBgrntrTlXE\n41uOGAtf3+5JxhCBx2nkOEdOKTFaz+bmBdP9I8cpcRgj3bVnvdnQWUtGe/WKwDTHqmLqlLY/J+Z5\n0qAzTlpFmybdb+aonrCpIp4aLJ7ZOO063ZK0tcZ8cObnfvf2lLW/6QzsFmrOBymSVsm5TJ6ocAlg\nhS54VpX5EseJHGMVrik0R6MGilQEqCn0qhx+E6GSaqsgtWKk8vwXsVIDMu2rgTQ9oTP1WbFLTegW\ncjz70rW+xkZ/ExFsFmKOTKeRGKOC4ZSQaYJp1AnQ5kilOZ7LhA3wtQC/BtjOEbzampTF6Fu+Oe4+\nesj5Is/Ds+I/BaxnD060t90HJAwE33PVD7y62vDJ1ZrdEPDOkI1wKom3x0d+8f497w4zuIHBr/AZ\nsi1EJ5iSCOJIUnBoNT4bOOTIV4+3fP3ma46Pj1DN1dM8n+m3UqnRDTjCxT1SGjglkSkkUdpgisJc\nInNtgYnTRMqqEDrPEWMsQ79hNaw1xjFOqdidUQsmU4vLdTy2Qoal4Gr1DXQ+FFCabDF6Dqmc/eiM\n3luh0iBzZqhqnCJKmUyiptsNqDUGXFfnjEPp2FHUTHwumTlpMtwgeKe2UUqzv7BNkfZpy9TUHrpc\nsEgVgTGkUqeK1ATI7xhLf2+A2nJUVNzc36FW1zIqItKUr3KtIJjzhFkoiEsMUFUfdaYvD6SIYKus\nqpjKgW2NnO0z6oJTajChoiM1d2kaUfKyT416Dt9MbDY+8pIcqq9pA7Fd95N7YM6/FxFO40hMM30f\n2F1tudps2LBiGk+kGLWMW20K1AhWiLOld8J6s2a9XbHa9GwGS++1v+rV9iUvrz7j5fVnfOfqU17K\nmu4k2IcjMgtMCdmf4OFIeXeAB4HbE3E+chgy+dMBTCGmGVeSKoj1PdvNhjGW6qGWWfU9PgSQgh88\nFEfOhflYgVGAIpkxjQRTKJKZ58KcCtHMDK7HGYeVma5zFKsG6P1mRbddI0kzHsEqZconFRZwTnvh\nxll9VHw/MGw2mNYgnZM+F2fVWy6qX5/pA27oNJCxqPpnmrHOMGzWyJwoXQDnETNDF7DFkCjYotlN\nSZoZt8HjrJbmnfd426sC11xIMiO5ZbA8q2FDjDNmLjjvcMcH5MU1qx98xnj/BvN4YG0GXvU3THnk\n/elAtoWu68llheQZyMzzROgsHq8LrzV1I4/a71IsD588J60Gtm/vCNP8tzGT/+H4t/AQ4PCTH4Ox\nlBAu1tPak3aRaTaVkWBto0kp/cdYj/O/C6ipmAgy6EbXknSuBhdtnXc9ZnBkCs4I0vfQdfTDChsj\nMkf20x2DidjDe4xYnq9WfHZ9w++9+j7HIoyz4XiMjNNEAby39MGz2654fn3F4IVyeoMpR1aDgfWG\nMnhc19EZ6I1nqu+NlXpEyUyxMKe2xyUkJzVT9R6PaELSGGqPfaUfsgQEi+aeKCvhY1W0J6nH+hya\nOIV3Xvs8ilZVDBpMW2eVweI9wVj6bsAUDeTm8QQ5YbuMXWW8VcvZ6Cxu6Oh9wIrDBk/oA67rMCHg\nvAPvMK6ChyXZCZiqSImcmSSwBDq671YBrxb11p9/eM3m4jOznPuXPnbEnPn6/SP3pz3Zae/Z24cH\n9tPEsF6xvX5GIjDmpAq6c+TqKhCGgTFGphjJta9HZquMBauVyDjPKoI2qWhIjjMyq/S+zaJ99qJ9\nQAo6K+VLLqhmxtTg9AzUvikkos/4nPj9yAhoTJ82Xsz5fdS7alH7maHv8cGRY9J+86R0uGbALq3X\nDbMo82K1gq2qjxWYGVPn8nnuN89EjcnMArSkyEK/NOYyprqorF1cv9T4qMa4QGWUlIybo9LaUl5Y\nUxIjTBM25jPFrqmnVrDcru3ce7bcHp2TtQKdS/r2MdViPT6soH38xS2Jr6Fu0XYI5+m6DulWrPs1\nzzdXfHK948V2xbpTMZaJwu144pfv3vCrd+/Yz4nN8Ixtv1YGTcmU3pGy6i5kUeBbxDBL5nE88pv3\nb3l/e0ueo64vRk2ll/uMUvaK0YLFefRUoCYFqsL5nDPjceJhOnJ/fORw3DMdT6RxJE8HynwkFTC+\nJ6yvCastzqvpfd+v6PuBPmii3aOxdajJ+SWWR+1INDul80M1AgvZWHXqyNVMvlJDSwVYKSeC6/RT\nKkBLIiTOwK4gSg8WLQ65uqbOFGYpzAipQMr6fItktb8pleaoyICmUHkW92HxrTP1/Jw12Koc6gxq\nQfX3H6g16h9Ltkx/rAhahTTOjbE6mTJIguwrPbKcFWIAsBhxWFdUEMQ5srXqCo4+BDXUpo67rBU3\nq1mxVoq3pnLoS/U5q6Vg3Wjqv01TxXEYq5Uv2vU8ucyLtEp7guek10XCUC42IH2Ba+VxhHmeeXh8\nJMVEP3SshoHrmxu8M0xRyAVCGPDOIkysOrjerblyiS4IIVg6Y7jqt7y+ec33nv2AZ6uX3JgVm1NB\nHkbK+wMS1ajYzQLFEsTD8cB0f2SaD8wZnFnThY7T/hHGifF4VNDmtcl/StrQ76vCTWlpBiMYCz54\nupVn1Q+qfGOV3kpGG9wRYpVdDValnKugKcZANwyEPjBPEyZrwCFZ6FcrhmGg6zrwluM0MufEnCKd\ns9gipJxIFLpqWmysqNGhAVerrmE9YPqAeEdTSLaapqn0o4J4hykqdAIGnNfKWjEYSYCt1S3lupco\nkLWHw69XkLxSYepCMt4+0lno+kA4QTkc8C9f4r57jR2FfF/wceDzqx/gzTvezLesrMUPhsJMZmKa\nDqSSwAjO9FqVzoAkJAkYy1//6T/CWceP/7efsv36Vudh3WjaRtU2rcL53yK6cXU+EJzHW0vAnTNI\nS/8BS1AOLDSHy2PZgI1RCggsTeULN76uEKZJGy8Z24vM7LJmXHymPKUUG9Ooyssf/8Zm+uTs5MOz\nhbogoapOpu7xGecdOSfevH3Du9tbEMFbR/BqeGkthM4zrHqGYYWzgZQTx+ORw+FAqmI7XQgErx6R\nzhgVIRD9Mhi6quxn2iJizwuHtVq3yk0d9+KaNEBqprAGH6qwQ1tl2j8KNWg5N3/Xm/XN+2ZaxvXi\n/hvAeX7xX/9XEDzSeVX8u0h+FdMILLJ8ntTXYPSajLv4zG85rPMqnhPsOdi3tlIeq2w/uo6DpUgi\neIej1/62rocYmfYH1uGKzqj3WRwnbJyxx0fWZsPKB1xw+OueJB1Yi++9ekBZkLJnepwZ1jdY6wiD\nJ3rLGLVndS6FUTJ96ElJiCYDGggfTyPzNDEEfVJSCt4ZFV4SfVbWaHbXNXAjtX+7+IveGs3mnreS\ni54bztuMCiqpCbBF1WetMYsZLEDfeU385RnvVfRDUsIUh/WBfrfTORgjVgrBOcQYojUU7xFr6ZoJ\nstUkmHUG/FmQQOr6uownex6tLSNtLs77w++0ytNFYNyqRLp0KVjP5bdTH2MuvH3c85t3b8jW4tcb\nHk+Ru8MRPyc+e3nN+uoKmzPJWA6nEyHOrIaV2keYjFD9N+O8xBcla++OSsLPakIdEyYlTJYqhFZ7\n2K1eWWnPtoG1WhH4RuIXnjB4tHrmab5MxniMScta3dZluUjxt2r2uYdev4JXc2VnLXmcFaBVSr2k\n1g+kz69RG9ucxZwVC22V6m/9ZO3X0hIyNXHeYqmm0GkaaDlf6VOQRgWGKMlqAV2Z2qufiZPu6wbw\nBkpWtccyz1hRuJ9rMN2qa62CRjsPuWiVqeqymBpwl0v638XJmvPzqoN8ub66XSzHAi7Fav89GuNi\nDPgOs9rQ9z3Xq4FX2y2fbLbshh7vtI1nzJH3xwO/vL3j3f0esmMdeoIPmCSIKbX3U+U5slFqp8Uy\nlci7wwPv3n/FeHhUcT45C2SUGteq1YlhkowpSZlp9cwbJTtL5n4eyWPk/njH27s3vH//NYf796T9\nHk4jjHuIRwwewgCrK2TYQL/GbncM2y1Dt2VYb9istqy6FYMfWHcr1t1AsA6pzSqGSnu86MEMVQQo\niSEao2Cthju5KC1SveRQo2yoIE4r8rrl6XxwRn8WpRBjIpdCMplohGxaQa+CPTEqriO1F80Iuarw\ntuoaVFGSOh5y0bYla+2ibquWU+6cnPqW4+8UqC2eGJwDLH0Qop4+GQ2IvKFgiQlKnsnF4DP46NQZ\nPFuQXAeTwdhOF4VcsC5QgpZfm3pQVxK2FJLRB2alqM9LNQ4FEOMgdFBm5rZAWaNeUZIpVZqfZBGx\n4LzyIGyb8PkCl5kFjNYY9kxnqE2+l91TOuPrBowG1lI7nZzVhvsxJeZj4TQn/OmE7QrbYcez7TWr\n0ENOCA7fZSgjsYOSBcmOZzef8L1Xv8+PXvwen3avWKUBd5yR20fM+wPu9ojMRal9LiBZiMERjGWc\nNdMmpuc0zepzMgnhUGCK5DRpUDR0hDBgrCXFiWB7nA2c9jPzPGGt0Hed9ip4IXSBeZ4RPKvNgLeW\nOM0cH/aMaabbBPqhY9NtCLZjSjMpRlywSI5M40jXD9jgKEOH6QM2BMbTET94Nv1AlIjULMg8jVhj\nCEErZ7lQ1atQIFYECZbiDcZb/KoHK2Q7YvF0FkyaMZ0nTxOnNNOtV9B3SvMcTyAZt9pgQ6DU86Xk\nJXAvIWGHDlOUV06G4eamZrwDPnbkyVNuMvYPA9k77M8Hhv0O61/g/CPb+efs8z1fH3/N+/mR7tqx\ne3nNFEdyzKRjQLLKv/bB4ZxuDMkWsjX89X/yx7Rm7Vyr1ClmUtJMUcyZMWdSEeYYKSmzDWs+3d3w\n6dUzdv2a12GrAqzBY4cBOl+95AzidE6ZUlQtq86ltqFbq5l72azAWfVgCwE6j4SgPaKA6Qds1+G6\nAF1H9p7iHQTtVWrzxjmnwVLtr2kCE8YYxJ1pcS3Te7k+LoayUI1Mn27GIjNSjjjx2BKIp8zpdGR7\nveHd7Zf8t//df8P/8D/+T5Az1/2G18923OzWrNaGV6+v+dEffp8vfvAHXO8+4WH/yF/99V/x03/+\nU95+9TXb1ZrvvPqUT26e8fn1jrVznO4f2E8HDvGAAz7bXbPKQlfBh+k6srHgLKvVCm+F4+GBPE50\nxi5UkND3uBA4zjPGGG6eP0eGAbGGKJCLUQA/QzlG8nFmmg/EPGviqKk01ojLeYfzAeNVEALrlfrl\nLLbrFSzVpdAUsOUcFJq6HrJk+XVhLHXzxwhiMoXEbzs0E2kwpspENX6guwCP9csbh5MGTD1u8OSu\nEGPG9lcwH4i5wFAIJWvmtmTyVCjHiWQsx5oV7boeywpSUwED4wZOMRJCR0k9jo5tXadBLUAm12EQ\nfM6Uac+8v8OkA50VPIacMqEU9R8UVao0NuCBUI2DcwWfmgQqGKv9xq7mNbRjW2rvUz7fg9pj0sId\n54MqZNYAxdjabAH0YuhcoF8poMs5I95fCDbUcXDhmdWqmb71nDXWWpt3nPdBgNyeWauaPEmZPM3q\nywLazt/bnogBTdXrvSiiiUohgHGknJfz/tgx58xvjke+fDzysD+wutrx8tWnPAsr7u4feTgcuXr+\nnGG94VAyk7E8xkSJWX07cWpeXQqFrIIJWVUdbdSeNPYqe25SVip+FkRsBSdoUaIK6CxAFpbIXvRx\nL/dT4Bsxk2ueg1awTpNauaioia9/ZwlAlswMC1YqplCcYbXqud5sIAun06jS/Fm/clFQWqylCLpu\nNNBXqIqRSl+2zoPzGKf7jbEKHDJGJRiqSbuznoIKgCQB1wB7UQDmHCooh1nGjv7cYQ2LaMsiLpIS\no2RyrvTSOFLGPWU8IGle4inTKmnnVJV+tgWTBV+0H0l8wIUecY5YEjlPCKl6o9XR2qhRFbBeVoqX\ndW4BQKhAHCrqQakidw79mSvk1Zp594pX24HvX3l+tB34YrvmxTBgvWUyhYc58sv9kf/vITFOcINn\nXQpRMtKpArad6zo2R7KKQeNN4G4+8LN3v+T45b/GH+6JUUg543PSqr5kvBEFtSkSXLUBsQMEpWWu\nrae3cJATt5MwnR45vf8lp6//hvHtz8m3b+DhHo4nmAVTAq5YbKmVLufJq56yXXNcdxyvn+G213RX\nL3HDDWG4ZrV5zvX1C3brHZ03VVCp+mQa7fdyyGIun2LUtdLBJJlc/f4EAafeoI25oeNM10hVXNWW\nKmccxluiNcxGSJKXSrAzMJVR11ExlJRIItUKQI+cSl1G69OXltjVOMKKJmRKbgUdVfvOkj9Cb356\n/J1X1D7s13ryXV9x8WLdwCQXxKVaFVMaY6lNsWp+6nBFBR7a5vR0SlIzQm2h0aji3CN37j1rm5AC\nv3zxmsvtpS2cS6Lvd1+3XjymPjh9v1n2n6UxUgRPLUPXErb36oSuGahCThnvCo9375nuH7na7nh+\ns2W97rEuYUwixczVZscXn3yXP3z9Bb///Pu8Wr1kmwfsVGBK2LFQ9pF8e6CcIjb0+H7AiMGPgpyE\nPAs5Q3CeGAs5TeRTZv/2kcdxTzaiyl5dj+3WuLCiD4NmIV3AZQjBkJL2px3SDGVNP3SIGDobIKEV\nrymx7td064ApQhwTc5oRJ8QStdIXAp3vmYyaD17tdoT1DqmZomCDVuF8R7FgkmYbrXNQpJo7ggue\nYbtBYsKgEymlpNWMGOksSO+rZHLBpIJQZX4NS9aNlDFF+1lc8Ni+gxAwpWBNQqzDeAfBVeV/pVNY\nY7D9QOcdKc36sVbpSGYShrDCfPqSMh2ZbERK5Krr2G5fcyo7ht6Tv07cvnmHzLB9viXsAgyF4/HA\ndBqZcqGzHZ3vNMMpgrY2aK5Kx7bFedHqR26VrKQ8d2vJVn1W3ty+Zzqc2HQDj7sbhmHganvFRgIu\nG0gJYyzeeoo3JE0rqcxuzSaZoskHkyLBGFzwuC6opUOpHjfB411gTnGRMG79DlKoRq65qqLaJ8GM\nuLNJ9lIJWirWnCuGImd/nvPkrCakXIA17Z/KWY1JpRS8dUynkf/rL/+SP/+z/7NmJtX0dorqs1II\nzDHy/v09N7tb1qtrVqueTz55xWff+ZTj/lHVtszZaNpUelBbCzPqt0Od80tG9+KUC5wVao0acmcR\njLqxY2wg5cLj44mVGEzQRInhHOlHn4n24nNFtMpWr99YOQfcOS9qVnywXj5d7M5VWtOWy+bN06pt\nH6yPv2vjMkb0XMScg1zTAnlz/ptoX0b9UKAyFIwSvqy1hFWnFYNWCanfS1KF4ZR1j/BW+7ey9VWb\n1mGdxXaBYbPC+w7fBZz1iHFL5raNnObbFcdR5bCdA9NhSsZaUcqTaO8HrVpmZDGLb7pzSz7ZQBMR\nkVoBbdY2S8+DqZWIeo8/KoBgziBK/7c+x+pl18YjIjr/Png2T8UuLso4l6BrecaGlh4xF18XL6wf\n8/Fd9NtFNc5/rY2/5o30bUfOWQFJKcwpkR4eGDZbhvWWzXZLxhCzrnvDsFJA5Fwd92r54sQuoiU5\nJUqca//eSJqiPpt80RcFZ+mPFiu06suyNl08C9N+ff7ZZYwEVABfx/zFPNQfXcjXPwFoC3EWYwx9\n6Nis1zin61mc5mp1oed/jqHO62vrK23q2MsJW3NmRiyQRemD1qm4RUlJ17far6jr0Lc/Z6n3yMC5\nsketUlw8Z2OMmnJPI2Uaq6pmE267ENxZAsHllixLaq73d9lPRJ4qPX7gqybfMiSX7qcn2cD2xrPZ\ntxRBvAXXYbqA6zzr3vF8s+LV9RW71YrBKViYS+buuOer9++5vX0gxsym93hfPWFNFdIpRRMn1tLV\nfrPHMvHV/paHd++Z7w/Y/Ylu1GdajKPYDfQqrpSChb6H/hpc0KLFsEJ2z5hWOx5dR8pwSqO25UwF\nKT3Sf4J7do3ZRBgjJR0peU8+TchxxB4n3PQIx1vyu9ow639E6b5k3v0N7sUV8dkNx6vn3O0+ob96\nwXq7YugDq37garVm0w30zmvcnwoeIXhflX+FrhqMO0GrY5I5Nz+VWkkTcgVJ2sMHySjtsmAQ6xCH\n2ga0GIEP1qq67pbLIWVMTUpKHU+tWlvH3gfjaGEB/H0Har/t0AsqiNjadFcFRFKiWIeErKi4qKKf\nQTd45yyuqG+HM5Z8kakqNXu7yI1WOpDkC7AGy4LjKnVSbDXIhmUREs7g7BxwnBfJ9lg/nKfLotCW\nyqxIW/sRdDO0yyKmn1mSZgcla6lVUlaJY2uVjjcnVqFjs15xtRsIHUzTgVxGrCs867a8HJ7x409/\nj5989ge8DjdcJY+fC/kU4TDBIcHjjNxOpP2ItTNmiDij3mLlMSNT4TTP+GNgDgnTWQaz4e3jVzye\nTtCjFRVmtEsqIGWkFM+wGugHy3qzBRFOh5FxHPX50uFdR3ycGeOMZO1/uN7tGELHYX/QLEZOuN4R\nfNCbmDK+CyqXPE7s3QE3KgVlO6iQCaUguVKgxhnfr9heXS3mjjFFnPMLJYw0YZzBdWGxSMCoaSs2\nIwbSwx4JjhCCGlO6WsWJSfsEu04FSAQYJ0yK+GrCXjSZhq0eQsZrUz/WIE4QIxQjGNdhRMj7hFt3\nmOstfObwHDGPguQZmeF6uGb9bE0vA//6y3/FYb8nG8PsR24+HdiENWHomE8zc1RFTG9RwYIKMFWy\nX2ljxhhSNb30WCzay9J7IQdhHmfSOHOIhuLg9v4r+r1nd9zyfHvN9fqKTRhYuUDnDGMRssl1o63z\n7jJwRymhru8xa83AWZcpxeom21GzUHLui3iyq8s5c1kNW5dMZ8MMUjnobfLV2diSNU3x60MKQgs3\nF4U88ZRctOcoZVZ94Gf/5mf8L//z/8rd2/f4IWCKUhCP48h65emzZxwjb9+8Z93/hs1my7MXz3n1\nyTM+f/wOd+/fcPfmHSIJ4wRqpdG5Jq5x7sFQRVEhC7oeGZVbV0+ygsGB8UQTsMEqRddYCl6rxw5S\nzkwPR4a14LqepqcltUGo2CpwULPvrbqolRvN/hupzf2l4G11PzO63i4helEwJSLqt+OaWEBdI5f+\nFbPca8Um3wjfv3EYqV1VFyBvsXfRsz+vvbb9zebrZKnQdZH9pva1lBxVaCjFqjJcqS22zvVG4atA\nZvEC67Uyb6xBjGNZNuqV2ZK0Wj1PxGmklETnvVZ/o/aIGudUXCLV9+bqm7ZUpqT2bBSMafSt2sNd\nv5dcs7PSqJDm6ZCvc2G5jxf33hijQYcxOqZEKdv2Ygx89FlcBhly+Y9vPkPT9sXLt1wkTz76mTx9\n7eX3Jz8XLu6VzplvA3wAMSXuHx+10hM6xjlz2J/ohjXr7RWnOTNlrUx0nSYfSxXtKFLqWok+s2Zi\nPc+USQVEJMZKj6rPSBq8QKuSNaC7TNo2vbMGppbKzeW9+eD6jTHLiF96QusYXWiF3wA+5+fhvGe9\nXrPZbgGYxpF5njWBXJ/9AsYq6QejNOOyaABUSqM5C4hoddUu6p6Nnr3Q0C/O/1JU7cOK4YfX2gBk\nMQq2Y4rE2qcPhVyisn5OCtbUXiArxbfUi69Bc1MVFFgC7GJ0vjfGR0vkqRxhC8DbebOA2AbGzZKo\nMnU90wcoRS4kC5W1Y0STuhJCleTv6dcDzzYd33m24Ts3G657h6cgAsd54je3t/z86zc83B9BLKEL\neF+FLSogKFm1F1LJdKi1020+8su7r7j78mvS3YmQ9Fwjgdytcc82uKFHgoHBYlY9lC2VAoTrVwyb\nLZvtNavtlm7oeeU84+mK/WrD9PIzimhlOyZhnjNM97j918jhgNzdk+/vsMdHbJ60D82d91YAACAA\nSURBVNcZwtVLNtsd189fcvPqFcOzK1h10DvoHIIHcRiT8WbCl4I1AWs8OHACwRSCgc46kkBKhVQc\nsxGKOE7hPLcysogMqVqpgvMomVyHWrZVMqWoBUR5IhZynpANxLf1dpnR9dnS6NdSKkmuPBl/rbL7\nu7oa/14AtY9X1dqKUOu2jVOcMyRLMYnSZYpXCXKDr0teWfo4mqdaq4jV+UFG1Iw4a/CmoiLVQNSU\nmiXS9xZXG0mDr4201N1GGkIDzJMFsi2SH93Y2kbTQJoI3dA/zUqWQmud1gyRZliDrco1cWacJ0Cp\nkCE4VruB7bDi5uaK1aYnp0icRgZveLZ7xu/dfM7vvf6C37/5IZ/6F2xSwJwyedRGZxMTclIDTjMX\nzEnL4HkUwGLmgn0Qyilze/+A6xKWFe56y7rb4fodbjrgrEr2xmIW5Z5UMhInUkmUw4nNesNq2Ggg\nKobTcSLPYIwjjKrWRRFc5yiTcBxHxv2oQeDaEqz2R815Zno8wZDpuh7XO1XgmlU9LR5OrPpA16mW\nT0mJU4S1cfq3jUNyZk5RFdY6jx0CMmWKybi+r2qPWtnBWYwzJASZZpBqht13hGBVyrhOPjd46Bzk\nrBn0nPCrHhucZgKBzgdEHW2rQmltXwBUpAXcBC4bTGeRXY955VAO8BEzQRFPKZ4urPlsF2C0fPX4\nJQ/3d9zt33NI79jtbthub1ivLdM0MZ+Us59iphRZaIgYuwA2qBUTKVAlfrMUnFWvuNR5rSD4wPvH\nB2Qq3B333D088Hy15fl6x836iu1qDZ1X4FuVnUzR5MRl87ZIpSBI0eC4c7jsdEGs998g+gwqZdHW\noFKBW0Ek1RwmZzDQph3glGek81zMstG6+voW2DUw2QDasrACBockNevsvOX+7pb/45/+7/z0L/6c\n4HxVsVZu/HGa2U8zqzTQR0EeTnz11VesN2t851hvNnzy6gXf/e5nKjpQqSeCnIGasxjvkLn6MzmW\ndU7IYL2+xtbGa+Ow3mJcj7UO7x2gQVXX9eScub+7Z//+FrkurLY6/hr1N+VMNpUiJG19PEczytxR\nMNQy3GfaulmyiFKrL6WUsz9UOX+GAjt7Ad4/DNR/+55hMVXJTJZAS2jZSyp41/HcpPqtVVqW0iQr\nDQsoxi/PWWr/kG7KeQl6rFOgRkvQ1SSH9x6MIS3jWKvBbdQtcKUkShqRNILk2ueh/YPG+SWoFqNq\nj1L3F1uTg5mi9FQMxjgoBmt1z3Kl9mg30CaVSi9S/YBkUUJuZ3YGaOa8lXEOoltfYaNFN6D2bYDt\nslqzKGHVP2gu/vdcPWqvbf8vy3ha/v8jxyV4ufzIp1dXX9v6Zb/lSCnzsD8yrNbsds9w40RCRUY2\nPuBsoFjHlBKkQje4KorVkk1FRc1SJM0TaZoo84zMCWYF+cv9yi1AO5/ph5f5YWXm2yDmMro+qKwt\nXbVOM4FNEVE7HKvI1QVoU1Dh6ELPZrMheBW9med5qRBamniHJYuKMBSaoiNLL12p/8aeK+VS11dN\noilwtk7rwq4CPYwlN4DDxbj8AKQ1ACSiKn5NBCKlRIwK1KAaXlcT5hIjMilgLpUGv9iAyUViCBbV\nVNryYa0mTjivZ2390grl04dlpe3b1Idq6vNtbILLAF8gVeqyQDYOXAfdgO971quO17sV37/Z8Grd\nM1hBSmJKwvvTiV/c3fHl7QM5G4Z+oAs9QibNEWO01x4UpEUxrOr9f5/2fH33Ncd3t7hjIpKJriAE\n7LBm990veP39H7K+2ZK9JrBWflcLCJYQetbdQNd3dCHgrKMvhXmeOObXTNYxOsdDKtyNkWMqhJzo\nxiPT4YF82OPLzG7V8eLVNc9fXnN1teGLTeBmfc3z4Rkb07F2llVvcSFSZOJuhvsxcX88cns4cncY\nuT2duD2dOJ4m5lzwdsC7aqGAJQskhEwAZ7g1mWSqjH+pbUaiiV+LVeGQUmVN6xLTPN0KBUp+uoYt\nyWZZeh2lPftlL7kE95eskgsl1vb737Hf/Z0CtY9l0p78vi2GBTAZsrngyFtyjrjszzeOGk/Um2KN\nrbxWR3G2UoIqRUhPQINCATEFsaqSI679fV0wrNPAvlQ60uIDUuerMReZLKsNoqWcr+tjZfzLn5WU\naF5u1tb+mTahUZqhtVZ7hmJcKEd93zMMA5v1ihfPNoiF/enAmI54C52Bl9tn/OD19/iT7/x7fPHq\nc15vXrGRAZ81QEomqiBG5yG4WnrvkC6SY65Z2qK+L2PkdDrxkEau2dGVgel2Ig0wrLeM44CxCdMF\nlYhfr7D9ilycmqMOPUV00yhFCC4wDAPjITJNkZxHdgyVc69839PhBKXQh571MGCKMD6eyMETgsM7\nVVzsXYdfbTiNI/3Q03cdeVLrAueUhuS9Y+gDuRljW6vOD1YbRH3J2CTav+YKA6IiF1URypRCRqlt\n/uqKKGq4HXKCPuCdhTEi40wpQXunclb+fqPPGgcWxGbNeqVILhHrDGHodWhNEylHxBtMzJq5TBlJ\nEbvymGcdJs3YssLhkENEoqEPV7y+/i6+OIbkiWnkV7/5GXEvxGewvt7ovemDgr2YmeaxZofRhEXd\nYJxrCQ6tEpqM9ldUY+2uVmKmnAhBq9eSYD+fGMeR28cHdustu82O57srtqsVLnQEH6rnoFadSlXi\nwgfyPFFKwsaovXt9r8UQW5T+awzGRl3oKh1NyaGWglXBF1M9DWu/ep2AAPhalWgbZ6tiN/EeXQxb\ngHBeR5ovSs6FaVYu//VmxenxgZ/++T/lL3/6Z1gDnXfsU7wAn8L+NLI5DawHpeA+3D/yq1/9itB3\nvP7sM66urvjiiy/I08ztm7fnzHCleHqnNOcpxWUzMI07ZaU+qypzLAYXAr4POD8owLBqNBxCh7ee\nh9Mj93ePPPz6S17Oak3i+06r9oA0Ra+L6n3rXzK1IqYAG0ytCClAbEhAg9K2adkWFF1sYA0Gf2Pl\nX4Im0cz3bzm0a1lottgttWVoPT1mqUo0o9xFaKTR95oYipyNdE1DfbRKll5+o0HlohRDYy3iHbGO\nD1ONo5VCu8B8HWciSBqROGFF6LyCRqryn1IxdR8whipz7qssuvZyS6phg3EYUxAvmGyheM7KdQmp\n9NwGXZcRvQSPFwFwrQacR7024cMZ5BjAapSt76kB77dV15BFH+NpTvPibyyQogXF7YUNrH0Ti53f\nKedrekK3vPh9Ayg8ec03D838Z0KBPnQMLqDiIDCngl9vwTuKD8RSkDhrT7x15z6lkpTVEyNlnilz\nxMSkyaWUlyDuEqS1gL4+ER2z7aQaasB8fI588BOp4F6BTgX3lRWhPXtFk9L2/Nwvn521ln7oWa9W\npJQ4HY7kqFR89bjWSkCu+7GIUdqv6L+L1AqacdrXf1FVa8IhKtDmzmPvI8/isqL24bGcc6nmw5Vd\nUFB2QEpKMRcRYpwQUfNhSiHHRJmTMlZagk7aBVAr8/qn2/dc9z/jVSRLUqn0T12bnhC7Rd8klcZ4\nVimsdMkL8sfC8mhrk9Qkk/cQeggdnQ88Cz3f32353m7Ns8HTOd3PjlJ4cxz55e2eN4cZw4a+X2sb\njAEhIUVjY6gUzmIgOE4lcru/4/D+Lfn+QJhN7SEXcIZ+s+bz19/nP/pH/zE/+PxzKIl5PCiYzgpu\ntOO2JnHqGuBtwZot2QQSgSkZTkkY1yriUSTjnNB3gWEIdJ3DBUsYHGHVETrPd6xjHSCIIKcH5ngk\nR4tExxw9K5v51Htutjs+XV+xf564HSfe7w/c7g/cH0/cH6cKjGbAEpqJeFCBmjELUQpTkioGojL7\nml9w1ZMv0fgYbX4u89aoNkUdrOcE0OWYbabyIk/G1zmzcpEgoK215vye33L8vaiofewoNSuoN6po\nA3UNlm0RJFVOuFelFZs9xibEBg0GqlCJLEDNkayKFbQEl6Vm5YUlMBGnVEu5AGKtIleccn6t2Prc\nSrvNy8ZhlkySPsxv29AWdStjSDFirPZb6S/rf4pmdacYAQUcwXuuNmu22y3b7ZZhGCil8Ob9O4ZN\nR7/2+E5zxX2x7Pya7+0+4fXqE27MFf5UNGhQ0o0G4t5S1oHyTLS3L85gCowJxGCzwcwZuVVRkvXq\nFc9ffw9K5vYX/4bRJPxuTbBKkfPW4/oBv1ohvmNOmn3u+gEpgYe7e/Z5pA+dyu7bev+lgBW8D+A0\nSIx5Zt2vePH8GZ3vONw98PD4iHeWF8+fsdmstdE3FXxnCV1PmSH0PRajPmKiVD7jVADB5Fj9MCB0\nHdY7xIAPgRgjU8l0tXJhaqBFNZ71IcBKwAWCZO2VygkT0cnrLdK5hdYlAF3Aux6/HsAbbM7EmJmS\nVkWxsogyYATTBYIbCFaQ44SxhiQzcZrpgsNtVhixlLFQpgI24JLBiKPvbnhhCsEGBr9mMAP7tOd4\ne+Q0j2rTsOpY+Z4+qGpmzqludlVERKTF5krDdGi104CzgvUeEzqmHEnzzOACpSY6EKN9UHnmcLjj\nzbzn7X5gN6y52mzZbbas+4HOe1UHdboZNi+WPM9InOlyT1cEXwrOe1ULbAtfKpSgZpEmnyvjdJ3O\nQWfRB9OSMq2y4c5BUQvo2ipqwNZ+JwVnlX9eLr4qFW09dDzeveP/+et/wV/91Z9xOt3y/GbN4+Mj\n+1iBHQahMM6Jw2nmaj3QOcc8Jt69vSX0Az70vP70NZ9+8pppP5JOkXMHTwUZ3tFJR5qnOqaMFvxr\nA79xKoXuglealQvq1ec7ZUkag5TCeDyRppm7uwce3t3y/uEB6wPBBa62V3jvNVFVewdNLudemhrY\nmCLLpo0VrNc+2SfBfw0c2+ulLrCt2tYCG1PqZmak+kXqZ8oCbn47Unua3WyAQ/+AaxtplQM/U9Xb\n5+tFtaoqVYxhuY7Gf23Av9FPkbPab/WMyrlWmmuPo/dVjqooLTTNUftg04wpWQMb6zBFK/MlV/Nd\nNCEBtU856/1S/8mqwlkyxhSKDdiUde3OBanN6WdQfP7S/TOfg42aWTTnSOSD+3oRhFyOw1rN0GfU\nbv05IXH52m87zpUfnvyNBXz9lv3yg09a3vekN6lWf1JNxF1YF3/00LUikATGOeK6XgWpvCfmouvj\nZgWdJxmIJZOmSfuBjIok5ayGtSVF7YeKEZkzZlZhEePcx+OwFue1YXv5s4uXfTgLzDf+5wKAmQo2\nbAXadexIBVVgntxrYwxdN7BZb/Heax/zpP5vy7PK1bes9l1rH6y9oGheJK6bL9jiD6ZArf3/0g8r\nVZzEmKWa3MbXJQD/kOYqcGZhNEpaFbxpfWrzPGNjhJRh0somOSmwqOBpMVCu4KwFz4qppfogNhXd\ns6iUab1ul8+gJheWuWQuHqKpgO1ijizqx1bvhRELfQfDBro1az/w2XrLD69veL3ZsK5re3KG2/3E\nz98/8su7I/sZds7jbI9SulF11ZpUylnAWToTiEZ4Mz5w+/Yr4tv3yGkkVbEULQUaymkkPdzh9nte\nZMtVvyNJRxp0jcp1jTFF95NcadaJGWc9YJmnGUlC5wy+K0xxYpr2TId73t3d8fbrr3n/9g2Hxz05\nJlUD94HtD77gx1/8kD/6ye/z2Sev8OGKOM2krAyZ8LjHzKPiH5RRsMbS+xWvrnoeh5lfr44cjkf2\nx1FNzq1gjNMexlToEGyz4xLtO6u53iVOoI4voBZi5PxMa8JumX/LHnM5Ij6Y5CJLDPmNX7f1GT62\nDH/j+DsHah+nPZoLwCpthtYgwmPrDZxLVpAWI9nUfoyggiLeqZKeiKpRifOaHUsVQDUcJlxYAFQ+\nad2MSpt/BlXjipVCKdpAfxlQNdPC1qf25He/4/q7vlt6NTTjr5PZ1ff3QWX41+s1wzBUCg7M48Td\n+1tO4wTB023XdKs1oTeYaSafIkPyvOqese132Kwy4jmpyk3LODtryatAtJVzLRkfDOYUkSTYCCZm\nyDM3n76mv9oyhBUPv/gN5XGkxD2WyNoFRoEUVWzDGo8NHTiqspghTkKchRgTJluGwbBZDXhffUoO\nmoX3nQqIlJSxDqY0E1MkSaHzASNCPM4cYqY4wW966AIuBA6nR0QKcY54Y+iNPktTMulwwHm7AOlG\nZ7TeY9crXIoMacbbrJusMzg8dF5FQciIzwhqem2cUU+NlHDBK0XS155KDDitUtrOY/oO6sQN1pEV\nMWCtx7keivbHFYoG2kwkE3G2I/gVzoOxHjPYWpJXigqu0s5ywXjPYK/x3Yrds1dcz6/49cMv+er0\nc47lkXHaM0bDwfYMbsW6t9WjtCq3eRaw1vjZ2VW/D2Pp0B6fJEU3wAthCwFwBusDOWfGlElp5H46\n0p8eWJ9WbA9rtsOaTT+w6QdWvUrwUvISyBsyZYoUOVbaqfbqkXVcEQo2qdhDSUVpu0kNWa332IDS\n+Voav15fycLCAau/QhoHXdX3WiXtku61VOhRb76792/4y5/+M/7yX/45t+/fsO4tMRYM2leZsvr6\nGSxTTpzGidNppvcq1DI9HEnlS6zt6cOaVy9e8urVZ8yHmWl/1Kq/UYp2A2vG1Z4J77FWPbOKVeVD\n7z3OBzJqPWKMXcRRSsqMxxMPd/ccHo+kaVZ1rNWamDP7/QFvHOu+03tTEpSErUCwgCZRjJq9WiuL\nGkLrhVq+Gk3yIsAyUCWoL4L4mvwwpdQNlScB0ML7/x3H5cqqylpmYTfYmlTTBJtbsvs0UGRaP7Gl\nC8pYwKpQS7lMfRpD5bMCNRiqCpfaL+mxrkCWpXfPVGU3KxFbIqbod2v12TTIaJylGAciSi0yYalW\navSganGL6t9509BssGSaC7FSZquX2oLUtGcHqUFwSzrWtemjoKgKrix9UsvZ6i2wjXp8MS+eALUP\nP+/8UM+vqUGQfPjCpV/xKRi8/P7kHcvfPo+hUlQEqtH3PlKSujgPi+96sJZUMt7oPuBCR9/3ZGPo\nrCf0A85ZYkk6t3PGUDBJyLOKw6Q5akU0F2wVpDFF1MKBc6Xy8iYJdd0251j/DMxa78v5DUuf4gJy\n9XumgYBWcbcLJbElDKzTeXkhC4TzjmG9YrVea1I0RqXiiSC1/UDqvNaUtF3EijBLPQJrqsKvUdo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17nlQcvESSQDpMlly2x9D4Q12e4IpAKzHlpE+AGD6sBVjNySEgtIB6/jrBX5ttnzLe35tDn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8mzMRiVx+Ds8czvZXLG6QrNnbtnDW7OJlgKAWuGDjsKAv1jsU66FzAslH6LA1ogWfszkO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hv1Uxu1G1nHRQv2wZLLdo/PA/nmiyg5gVrcobmQlyrCo4p5ziojB/7ln/0Zf/yDT3j2qrBIBHX4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ERaEGVblD4pNJ5usURcIiYloYyiuBjIOPaamYrip0JKiS5Erm825LZhdBDHgt/0NE0i5B3S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DXk4QGjb+Aa7KjQCd3HAjA27paH+8opYKP9syfBXRt47kE/FVBNPhvGN50SCV0OFL6GBh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8fE6UFqE+C6oBPM/AiJDjEFGsrFs+yREwdMlhw/iA3ECi2uob1fIvZ+jdZ9AY0DXKwJ5pA9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\nEoYA2nfZdPfeML99iJtZ1Y0GQA21EmeHgYdGZWXlNXkj4me+BkWKy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UP7WkX96oz62hV6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A+XyGaCGtEqIZ35ggjXeCtokhjYhTExKRBB6cW9MdP+L4xbc5fvHb5GvvIepoVxd8qn+T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fktxu7SOR4ABZeykvVEP8B1XvUWnrX+TzTLa4K1y1lVu5cNbLbm1G3ulRJQN86AR81YOefnLCuH\nz+pyTCaujiznOXXuzTXfU6XqQRaurt1VsCPnjKQEPoAfEddy5zIBETXyn3p3ImIMnpoRMl+81rqL\nkAUT0yqFgpC0MlB8wOWAKyukBIrLhJJxIVCcN3BE1dACgVLp1q4GEibQZU3EY+gs6BpHaybensE6\nH6RZT7E5a35SvePLbKeRYOp3bc4addjhiiBe6FxY+CuzOnVLFnhRQjDxMQXG0VRyQ1xx5859fv/3\nbrH2d9iK8qd//XUuzh4TuojTUnvpJibhx4X/ZejWAqAQrszzpz3X19rpts9rPqv12n+5288ZUb2f\nC6/Lteafc3vWQT68IA0+5EBtWh4nL/vQID4r24XqgeH+wNvPesOnni5NFMTeDuJYuUDnOqJ4Qm0a\n6ysW6cXZP0z4ImjDG0xpq1pavHd0NHojB9kXh6XIzbg356jK6lcVQK0OT0PmYoyQC7txR86J4IIF\negrRdxS1wGBaUGrggGJF7Llm7cQRYrQm1ZVCWVKeesM1ERIDxmrBcL1CoSHmtrAbml4R3lJrUtTo\nmCIdXdeZlHwppDFN1MpDGsnsmOVqZBVFXDX8NBRNcN4UC1MptbeUg2zUx5QzKY00HNMHz2rTsTne\nsNqsiKsOV5Fvdc5q0pyJiBADxJUZ2WE0xUVXCKsO1rWPXa1JKGPl6TtvJ1brzmxemyPsFcQZskmu\nTVpbfZlgAheFSk0MqNq8aoGaVmqmjc1C703sHnnnyHnpTBwa/EZ7bX8ziumhc26F32LZprx00MWU\nIjNk5+icgHhcP5hKlw90PrD3kXUJbErHpvScyUDHwIV69qUnqZJ6ZddnVpsOEDIjITi6Wyvi2pMu\nCmmnpP2II6E4ijQqTiGjjHSghVASvhhKbpleRRgRCqcDjEUZu0w3CFkKw9F7uOcKt+8qpydvsnr+\nu5S73yccvUtZKf3RFzi7eZ+3jj7Ka/vb9KHw0L3Ik9XLjH6NbmHbHfHo+DP86PbH+cfVf8nXVy/y\nl0ef4PXVC+xHz/q9J3z2jcd85e09f/itkVe/fUH3zjlHFyMxOQqRLA5RE3ERxkUQYq5zKpkmCdPV\nBTEXQcRAorg+Z3PvDW5+5Aec3n8X6SJJ+wOgtlVXei90bs+Q30PyGV5uMgIjSihKaTCyyOR8zsaz\nIR9tIi2Dpvn3K9vCyWQ6p7nZ+2Vb32rBLgdgVyiH1QZdtzVAZ7mfti+RmUZmGhxVtc6Z0zeBGk7x\nMqs6qrZM1dPXnGWQ1q4RDejSZtfAyCjYOtld5zw+OIIXvJ/FScRVJd5Lx/l5tiXd0upzBSZ33QSp\nnFNcCCiQKqjWvptzwVewUKT1uxMDraTl4gpBPN4pw7an77cmwHSN79gCIrumq+d5+Tr1mr9fppoe\njNOzxuDZA/XUz88B7vJAMos9iUO8gaQuO1QD4guSjV5oQZGxAFTKHKyD6Xcs1lIW17l8HqZ6ybZW\nMs/PnKE4P70uxdY+PyYkGAUaX0FLMMozBsy1Ws5p9MQCGJGC5Bb4zIGhqBrwmgZKVia1a+/wORI0\n4XIkSSB1EZ87q90OAUeHqNn0rPVZc44itS1PTlb/j62HuYy13tOyh9KEcXKhuAQuMGVwmuumTMCD\n3SPqGlmBBApM6pymHzxPSGtZVDTVTHjBSca5hJdCwRuANpqAnHMdN+8c88Xfjvzhaz/im9/6Bg9+\n+oRus0JKxDkgVJ/g0nx6Fo3w59naOn34nhwc65cVgFwPXPxSdv3rjQ85UHtmIPa0hbkZZK4a5cvz\n4rrdy+IPH2Shs54XZkybYXZYo+tOAp06C9KymAR5tkBKFg9Iq6mYXBy3OL4InYuUbHxvBRAzVAVz\n4MW5+WImsZIyBamtaNfkbANQ2KkFU75mxKTSilStjqmpMKK1Dxq1Vqca3eKsbk4bor1YCJfOmYgQ\nQ2TVrXAKwZs6o1QBi4bm2WJsC4APxlsvJR/cw7YQLZ20ZRbIe9/wcxDT8SiqpDRWWWGtzgOkUhjH\n0exhcaZwWGvUhqp0GEJnFKNNV4O0iHihRpOgJsNvtc0BHzvwEU0j7EZrxeBd46HYIh20LoCWzzGe\nPmiiqnRW4AwMxVMoDjtmPnSDbX4u6hOmBfmQyrBcyLFTmSb7dc/Psn6h1QBOz8clp2cZMC8zD/Nm\ni3gg2iKu4JMtukHs2QgqdHg6at82CQZC4OglkbGEsASlL4mUB0S3nHSJ9fExsvH4JwHCyLgfGLWQ\nREjOE3RkUK39CSMrRqIWrO9PRL2iDDjdchq29DcGhtMeDcqx96yOC5t7BX0O8r0t3H7M2j2hG88Z\nc2DY79mcP+DzN1/jX296Rs18+cH3+MSb38Wdj5yffJq3bv8uX9v8MX9x+9P8hbzMqHDsOr64S3zk\nJ3te/bv3+Ng/vMm9tx/zwrtw88wTM4gGBhx7MRpahzFLg1SzXErV6rRmA1rvp5cTHN4CBnb4zQPW\n93/EjVd/yI2XXqM7fULKCmOlGWL0KZtEiqeQ+3fYP/gB+t5PKa88z+g8gxQCEDQYpfyStPjlbYna\n1zeu/G2ZMWuO52HtlE5o9wwe2LPuq4rhdcef3rvGGZgAJJkDiWne4y45EIt9O8scLLNt7ViXj738\n2Z7n6871auAgwHw+BhxZ5jx4b7RHH6rqXD1OyxYsRCR+GZs2e18BD4Ailk9tAccErBUTIVmuvwf7\nqdeuLfBTwYtShsR4cUbq+8n2QWM6XOfJPcMnmF8crvvPCKjMhC59iQ+ebWxg8NP2bfuXy2+YNL16\nVO3O2WvLrInP5glUtcQl4zO3kdQ2pi24aBfCFCRN9V9gbUvaWlH9AxMxy+TsyJLxU0ZtRJKH0VV2\nhvkLVq/ZgsvFuVV1YBcEyR5qI3CyHcPYIrUfXkpoSpTByiacA99F0rDHx4h0G0qJaExGN8oRrxmX\nfVWvtSAR5yki5EoJVpQ0bE0MRcWYIjUI0djZXG3soCrgpiIG1jllUrEVW88bkDkFb6qomm9AKdZn\ntQIONpezgdsl47QWLVTVSXFrRCJOvZ2bKM7tuXMDvvyFj/Ppj7/Ad//pH0m9IKrEEAzw9oeu93Ld\nbffyF92k+knL9XzeP/9MkdR87j8vkPTr7er24Te8Pnh96Y1pPl1jXBeGvgUPsnQK6oNsa8bPN2Gk\nZQ9cVUNr56FGrVpJML88Y40My5TFN8y0iX3UACXXh8Y5Q2lyzqhzdLVQKLTTdJWiSLGMV6UjiBgv\nnNozzTVJXDWev/HQrVdHEKGItybVudZ/1Bqz9l0zQsaZ98646KBmHFXJ42iiKDU48JWqYTvwtdbD\nModOGss+A35SeTTCZm0GrRDCqv6tWIBVCsMwoFq/U/+JnwM1691Tm4GLSfqKE1wu5KyMVaJenCc4\nq3FBqNk3QA21zlXlUbz1VetWHevNhvVmTVwHJEDWRCngm3KzeGs0ba4SDMpwvsc/2hI2HRx1Flin\nKr1bFQZdCHYtWcnJHG7nXQ3QtNak1ADMNTl0mb0+MZGVXEytqnURbc5Qadm0Nledq1nOAvlqo9fr\nUP5JXpxDo7oM5mrsR8vYTVnO9jexcXdVVtkpJGfZ0Sby4tThCbUtgCl6FYEsIC6SAuRoge6Ye876\nnv2w4x15xGZ1zLpbc//G82yOBDeMjENPykYCFHpS2ZLTI7QERDBpZ3HEdUd35MD3ZD0j3vgpdzcX\nlNUjfNxyur7B6u4nePT8x/nO7buc3r3Lq8eP+eT2a7z44KvE8W26/WucvPOnfF4f8tLmJbpReenh\n69w+e4fvbb7A1+59nG/e/T3+Rj/Nd8oLPJJHfGQ/8pU39nzl2+/yyj+csfrBI1YPnnDSbxF3xNZ1\nBBWkQBIYpdkVGwPvrK6wzIaOXOWxRYSkEWFFkh1sHrN54Xvc+Ni3OHnlB3Q3H4NL1ZGqC2aVnHce\nXFFr7JpHhnd+Am+8Tv7k5xiOj3FpIKgSQlf9Gsv+trqvZjvaYmyBoh6Y7asBWrOliwBnfufa77Q+\nks7JwRyd9rUIhi6DPG3ILlMil+/bsWbHvc1rA4ikBmmL5Uhm+XdR8JXibKelWD3c+9RhqM39Zsut\nfjhb7VaxTEIIjhi8/fOuUgtbqG0/r2YGr65tT0Pmmx2fA+vFwEy/idm7mpVQjEViFdrCZP7rMUzU\nqyrTNhOGEMSU+PrtGfvtY0QT3s9B6nQ8fX8Z8uvApqcBuFe35fXOBMOfNaN27Z8RFFfvkQEOiMnd\nt9jXlCxtvfReLVCxSGvqSQeLeVnHbzkoLUfZgF3XPl+pfepSO6Hp2kqZ29AUZxm1nBNpHI326JIB\ndD5h0ZmtG3g1vm27/9V/UjCwuj0X9dlpFFhRhWyiGWnfo+Ngfw+e0AVcjKxObkJZ4YoFauIjpUSK\ns8xtJwLiKT6gtQWQ+VEj+4tzxn4gxJXVhHuPire6u6KWyVO1/qVQhb4KWoyGamuntSBBqmqyzIrK\nlvWeRcdmwaIqeFMyko25lF0/+TUuQIgeF2J9vgXRAeczL754l0999EWOu8jZLiEx1kD7eqDhWpDh\nF9lkThdcZwt+Kcm0xePVfJNfb7/87UMO1K6/qc0XeD9jrAfvLZzWhTMx768tatejpE/bav7CHEs1\nZNNjGbW1j3TFE9QRijmqHvsnNXC0XmUYnaE6Y+3IKWe8KrmkacGaFlOx4MlPaXwl48lYrZajZe6M\n/DXUeqZBjLZodBTPpN+m5sB6Z0iTFX6rFZy24KLVpYn1emuZmxACXmSSpXfOEUJgrHVxIlKDiYwW\nq7vzMdB1gaCeYRSG0YxpKVWGXozOB6nWv1GdJZkRxOotLVFc701e3s41UzSZVLwW45hTEUBvtWul\nFpW3RU5RnHfELrA+WrE5WrM+smyaj86cXGeIp3pDQ0WsEa2MStn37N5+xObRQLgbkM5b09Bi9Aka\nGtaZg1yKkusCYLfSz4FrmR3EaVIUC1Jt2bf7qBXdNG79rHiqqhM44cQoNQZwam3oa9Ta5fOzzJAs\nHbplf5/JcS6lqrOV6buXKWnm5No8Qy2761Ow7KVzZAEfFFcymoSSHUmh18TgOghKWQkpwiiZXjOj\nCo/7nov9Gd6/y3q9It8YuXd8ys0bazoiJTtGwOsA4wW+7AkBcEdkPIHE0SqxOYayFoYg5Pu3eS6s\nuZEu0LO38Po2F8cn/NPdL/Mnd7/Ig5NP8YWbgf/u9CX+eHjC8/snnORHxMd/z/H+Aa/EjyB6m4uV\n5x+e+wT/5/GX+V9PfoOfdLfYPXHcf3DBlx+/w5e+P/K739zxwvcfUR4+IfcDUSPR3aZXz1AKsSgr\nrPeblypwgVZDUZ3Rar8KmUI2wR8v7PQCdU9wR++xuf9Dbrz6bU4+8m3irbdQl432JHUe1wSMKZuC\nK5lMpltD128pT86QXYYSyAwM2qM0kR9w7rqM0Gy6W8Az/1z+O/xaCxPa9+Y52IL+apsXkvyX6W1X\naXAVpDt4/ynOgjDVgk3nO31erjwbc/ZqgXZXARPVuX7uMiXxymGbo7twyIzmXVF8EWIw8ZAuBGLw\nlRoHQpOvX9iIpx3HDnY4PksUvS5/8qwdNbvbzpkaOLR1ROTgXjX7XEq13VRnTQpp2LE/e0TqLwii\nVQF3vmc/D6I/37PF6+syXYvLoQXlU2D+AY/Fs4d8uq8sbWEL1uzbJZsddk7sucqZor4GP2rj6WQh\n/DAftOXDW8a5fbZeeC2RKHhf53RuNZfzZ3LOJJ9wySF+REY/+ULZmTiaigMXzA9oz0c7mypPn0ua\na8SxoIaFMnVwzkoEKKgmUh4pJSFZGZNYvZoIjCtcXEEMiI9oiOCsAbs98w6Ja/xqUxtoAyXR787Z\nn5+zObqBC0J2nlSB5xIKJQv4iMT6jJUKivhqU6tC8zy+LWNYAUid76S9b0CUZDVxkZTRbNdcfDYf\nJ4TKEamsmVJM5EkLaexZe+He7VscrTouesWFFeoLIXqsrd3Tg7VfOEir9//QR17+aeEb/wKb0Oi/\n8/4u//br7RffPtRAbTmBLiOF+gwrORmSxeT+wBPuZ5mZShVwqFoQ9byceKILrFxkLZGVBjr11ry6\nKkN6IBQscCs1M5SzZVYqd9yyIoWcqwvT6BBUJLui61Qp3SCeXCl2bhHEJYFEttfFana8+OqomeKV\njwG0FtY7B6UWtdbgk2JUS1/VtXwtLI4xEn3NpFWJXqPKVbUu2mupKJztt5SASDDREYtaTW1xpKoL\nShUmmRFsa74ppvDla2GzEzRVg7O8dyKTEpyilGRmIdXGnoiYymZqxcCW72stHcQLsQt0664Gad7o\nHd6UHvEOdXbPBYzWB3AxML5zhnt7T9orbii4G6valBbEm2KZ+mJBXkUcS1sMapNyG01MhMZVdKvC\n0nPmwpzWUKG/nLL1mWmtHg5gf50X8zo2ImLNR9szIodCIS3oau0LYK7n0Zrdqb3LF8N+1aHNaplD\nFcHXTGLJznrkxbqPnOlGpRsLMY3E4lj5iN84dG20u4vUo0UYM/S5cJEymvdc0FPUsdUtL4Q7nB6f\nIusjQhSc7pDhgpWes+o82+6EEo4QPcPrQ1zcoacnpBvP8+9e/AOek8RHtj/mpTeVO+99h3D+I9aP\nf8iN1Uf4Vr6J+Dt8+eguT45e4d7qPiuf2R/d5bG7z6PuJd6OH+GHx3f4+1u/yd8ffY4f5ucI75zz\nO999mz/84Rmf+ca7HL81cvOdxMk2ISLsXEeSyFnZ4LUQS49V0JkTLgqugi8eU47TxX/VFFl7vugY\n4puE03fY3HuNmy/9iJMXf0C8+RaELVrC5CjWx9EyIiIGnHtM5dAJcSzksx16NqLJE44C0RsdVqA6\nMfN9b/Oozbel83s5UJtMaAMHqoN+7fKtLVDiSram1WQue5e1IMpUJBcBXvXKddon1S5VEKg61rna\n3fpXZppZy5zVDL5v11wDDJ2wo4Va7UyRXI7PlUzfIjg0urbVDIEQY2S97livLJvmpyBtsT5ydXwv\nZ8vfD3y8EqBN9mO2N/Z2swGQS5t/UtU154V5tlOLaxazmaVkhv2WYX9hIlPBVar7LJjEtKfrt6c5\nmA2g0sXrw8tqNVT1CNWItQzq0zKOV8frKe+37zeHv35azFuva5O1EhHnG7Qxr2vFRLDEuWnNt0+0\nJ2Q+dgsfZpvuaPNTRZHiwDehi5oJbnO4AgzWnkdqts7sQRMu8vUL4mp7nxyMWeNMNEtaljkbOVGa\nWJkWShop41hFrzKNPyNakJKQNKBkSvVZNEPp1uTVChcCEjp86KCWNOSSUefx61NWxsE0dW9RNPek\nfsso1vw9ucBYg0wJCurQUGhVvlPAnE0joNWFtzlbrZbJ5FdfppVNqJZay68WnOWMpmQtDUqh5IJf\nO4JERByas6nWokgQ1Kda6yocr9cEb8IpSUHTgEhG/hO43tdm0fhgz97Pskl7Dg7sUgPqfllH+Ze9\nfeiB2tP4/8vPXP9lJkNdX36gKXEd6vjU80PNMfbFnG9txzHZ6C4E1iWy0khUq6nwxROcIyBEJ0R1\npvZTCloDNUSM+thoEXVCS7WkpfKsCYHgBFFHY8AEX3nQYhm1hjp11cFSS7mYE5HN4Djn6FZro9s5\nR/CenDI5JZwYGjbVPzUrRq2JUrUAQZX1ukNTmpygpvjVxa4uJBak5Vof5oMndlYD1UlEPRTvSGmc\n+qeB1qbVllmLsZvEMkIIE6q9bPBpAiWWOXLOEVxEEYbq/BSyNW8WqraOhpAAACAASURBVEpZ7S2T\nM2Ma6aK3QufoCcFaDBQ1o+2as+aWxhy7N1lgUPRs4PFr75IeX8DZY1Z3Tzk63bBeR7pVxK0jxVfp\ncRcqZVMrjdXmX3Py6ht1cuoUaLVrdgAhIDhUBxNCWWTG5mdgLvAWqb30xNo82JQ/pBxNDccXmYvL\nmTbqXptjPGdB5iekRQLZ0jjmHDgTX1AcEqr+fwKRgMnrOELxrKLQHXWwiUQtDNtC2hZ2+8SQAB9Q\nD9nDo9STz57QZ+V2htMYOTpe0cWAFPCjoKzZH92lHN1hxUPy9iFDOSN3K4bbL/L1m7/FRV94WT/C\nH99Sfqc/46R/i0+89TX+9Q4+eeMt0pO7vHx3Sxz37P0NHm/u8f3Tz/G34WN8a/0Jvrt+gYdyizfK\niqEonz5/j89+410+/3+9zhd/fMHp2w4dbQ4mUSDiiiMCWnYIrURV6DVhwvqOLnh8MZoPrNqdtLEX\nh3eKC44QPfnmO2xe+R63PvodTu79BL9+hLreAh1XcK3nogNyrRVFDUhxGDugCD4r+Xygf7SHXebo\nCMSbumkTRrou+9ocXp2c5at2+mkZtctZlMsBjcgM1GkpSPRToLYM0maKkhzUWE7TUha/LgMamChn\ny6zQHHC0z0ITJVBt2bX52luWBKw1yLLuc7rkBSDSntNSjBHR6m+cD8TYseo6ulhppq0kWXV6qpvK\n5BSoXLtuXg1Anha8teBxHps2Xjq9yKVm55np1jlbLZNzy9YN83wQtaxPSYVx6ClppPMAVdV4kdj4\nWbdpfBdZtevG/PL4SMvyLb7zQRk1l7fDuSRPSRzUPIMs63rVWjRU8NHV+jAnA+XyucgcVB1cxSTy\nsQjjnE7rpMnK01iLk9jU1FO0BoJFbYFzYqAAEvDBlAuLz1Br36bg0FsPUXxBk6BVpXocR/KwR1Om\npJ48DIzDwDj05LEnjwOlDBOrJe0VXY+EoSfEzuT24woJJpSVxgFcoNNIWB9bo2zMjjkBLXa81EeS\njyTnUR9xGRRv/kBu/UfrWDm/CHAtMPUic9asArtODJxWZ8q6WowKKiUjqUz1aVrUGKJJSJpJujdS\nujPbGtRTNCPRjgdCzsVq/Z0Yi8oroa3fTwULfs6HZLmHa+zA4fMyU7p/edv8QEwJl19vv/D2Icvz\nz4vO/LMtkg2FbKjtjCo2eNNVddaiiwnRfqkGbUK7mF9Ly7i8z9mJWO8srWhRkUIRhxLopOMkbYja\nWR+SVsuhiitKh+NIPZ3WIKAIWrz1lhntXJwERM1wujq/p0beANYBjFCDsiUS5KoRxVmAJ37Ro0dK\ndZgN3RTnkJLxWMtgL2Z4NZiYiPdiGbgJ+1OjTTrrQ1aKLQYpm5EqlCnb1YROXA3Kci6MaZz6qyGu\nNrm0/iUlFFwy1Epq8GsepRUUd6tQi/5z5fUbTpdSpSh4WziAKt1f6R7BE8QMYS6FcUgkLQwlmUiL\nYBTFriNEx6qLrFYdceWRIIhX1AmlymLjHBIdLgr4TPGQckJj5ujlO7h3L/in197k3x3d4J2XjziJ\nwst94fO98OJW6C4Sq1VivVJ8J+AyJWTrV9Nn3DCgwcPao1nJfWLwsCqKS4p21FZQM2otAUiKtnnh\nPGTreUfW6e7NcZROKl7ALAFeEa+Gjk+KmXUBK1oFYOozYFTXOCHwLUNptFkIGYoXYnXEL7xRU9aD\ntRAYwoiTTNHIng3FqfVjWinxKBI6h+wvEE3s046LdMFeRrJTnAqdBoLr2KXCfzx7xIPUc7/seZm7\nrG+uiPE2OSWG8Zyc3iHlzLYr+NURm/6c04v3OH3vB/z2yQ94bxhZjY/BDWw3d1inM25v32Qz/iX3\n+2+jD2/x8nu36W+s+caN/4pv3vkkX12/yr/ned5e3+FJFE4fBz7+XuaTb73Hl3+05eP//hE3v/0e\nty+gr5qMIlQHzOG1BSiJJJnkPE4CpfZXRD2uNHGQzCwh4gyJDplwdM7q9hmb0x03X/5zju79lONb\n7xJWj1BGsGSG1VswYT84BwGbM0qhiOAlcBY/xbH+HvroBbZvn+PGR6SwAdexTmp2r9aqNHABsTlU\nqk2w213bg2iz3a2fGmgVHmi2F50ruRQTgLGAx6FmrGZ0tijOC8ELUiXxzf8yu2JzrwUuTVK+ObHS\n/p8cNJvvdhtk8VktWuvhqk2pqLlU8KoJKxiwPju8IlKfHDvH1NadUibH256TWlEkRnfLqqRsdygE\nIUZHF9QC8Xq/ppVpUSdWH+Brs2nTetUyRjRTXgMUbdkaLMPeFpJ2bkq9FxB8wTKprZ42WwK/KlPa\n2DDd78nTq+OkIuQsROdAvGWUJENJeEpN0h7W8yk6qSkvc2GXt8nZZHYCZweUae5U81bXlglOqnLl\n8+W3AJR6tTYjFrXozG11pE2o+rMF3hObR2Zfw549Y3rgitU8O6McasrGdAmRLJ6ktWdZbYJcitHt\nxNmJi/MT3bHVa14GT0ow/8JJh5QM1Iyxk5o+M8B2TOPk94wooolAQsgkp6iskAAut8DDG7ZTHASh\niD3PbtURqpXKaWDY79HdHu23lP2est1TdltKv0eHPUZ3UfJqx7jqYL1B1htc7CghgAtm78YR8R3F\nQ1k5wuaoUgk7ipwgbo+OPeN2Sw4BDdHolmVAXSBlwXdrg5jE1QDNWyuElsEUPzNzms3EatmtRCFD\nbfFSSoKU8NhanDOmkO2Vst9DGtCxzpPOw5EFkCI9nVf2Y+bRk3P6we6HF8CbmJtIAwzaOtzm+AdN\nORxu75cdXm7PDhB/xuOSFzu2d66jyv/ix3mfv77v5bzfeTQr8au5/Wr0UTsI1szANprK04K0lt4y\n50TqwjF/VhaGk/pT9cDW2rvXQAoHKWLvUE2IZgtuMK59J5F1XuHVaIGuIjVOFCmFoJ6oQlRBxVtv\np2hqeKUYRc96anDF8C/PIaWEC5ata5hYqaXdTqgiEo4YpPZKMWl3wWqspn2W1DB6oylIzc6pUXxa\nk9My1TZZoFZGc5BCFwE/Nyl1rQF2VQoTo3kEH4w+KGpFtj5UuXuphdUjHqEUN2coneBdtIAuODSZ\nY1ZKqvVbOqGE4hYoZUWnBaaAsQURY06kWmM15EQRa0/gu8hmFdl0K7roCcEh0caqBYHqgSC4GJBY\nHVZfg+eN4+j4LvF85NG77/JXr5zwd7/1AmVzyq3HPV+4KLyYMveGgY+eK58+g4/5yFFQykYpx9Z/\nj+CtGDwIUpE75yuXvjlc0aibrRF1K17WGrg7HJIcosajF22UOaaaMx9DHfuqIjqtA+bNKFazJy5O\nGZLSEOs6L4uaozFRzqb2CK2ZqFI6j0+CSwWiEvBsVMhJKT6TpGY+pKOPhQsHrIX1OtCVRJ9GSh7Z\n5z17HRglk7QQcq1tcY6BzE4T2/05/pFygrJJt5GTI4o7JpNJ48hue8E+r9jKTY7LQNo+5DZv8pXu\nz7jAMapyVDIX8jL79W22JXPuhQdhjcgRP0l3OHev8v07n+Qf77/KD7jBxcWG57aRL5+fc+/Hj/jS\n93Z85tsXvPQfLzh6MtL3mV1V9AJMdEJddbzbcyv2DGmt9xSjPmbJDDVrbrcno5IpkiEOhONzVvff\n5MbLr3N8923C3W8Q1hdVnCCbvYSpPYUWam/cQCcOCcmOkcG5U2K4j/P/OWH4Ev7sLumNR8THx/Dy\nEUU9vqTaw3BqwgE0yloVzXFN1XWRqWhBUnN2W4GcVBvdLHK13y1bS6UlabXhpTazduKqYEdr3NyC\nRhMKsGCp1bcxOa/XOQot62cS+dUO1mDD6FVzENAeEVnswTujirVytHmNKBWNr9lkHC0uN7p7bSNR\n6V3anHEnROfpOk/wRu+SRouWtv/DtUkupaKuZtVaeDWfuNYgDaSKgpSGytAyU8uapLbOHlA46/rs\nRGoQWjN9OlP1Wu4PHKXUe1ozuCogueDUMoNq6Zr5GDAdfx77RQB66b7WELUGZm5x1w7vS43ODu5r\nAxyAqU/hNFgtgqubLkZT6zm1n3UPNKrj5MOwuDZp61KuNHgL1nHWYBpnBOhJYVOx9RUxPQ+Bqhgy\nn9NBFrT+rCUEOIcWjykY1hoyr1Y6kWehjOysN5mUxFCfH4LgfaGEQKlUPSfWjFrEWrPYtTn8qiNE\nT4zGHvI+kIOHVSSv16SuY4yB4dwx5mK0wDSi/TnFOYZwjo8R33W4EIwG2UStYsRJYQgCPhPWJxTn\n6UNHjmvo9wy5R2JGVpDZokNPqQHYem3N6i1IC+ajuIA6Aw00ZOv7ppUpU+9qE/gqJRGkt56oeUDT\nWEtVqi9UPNmDaMaNDjdU8GETzZteOyQP+Jw5e3LBT157nYvdHnEdTmsPQj2YkRxMusXr61gKP892\nHagDE6TwC25P28fh8/vUb3+Qa/ogMdZ/mp18aNuvRKB23Xa5zuHqB5gDtgafqVJJPtcicz8z3WGB\n1pljYZmnTjo6iUQJRDWaYygySZH7yl0pBdQJXYiUUgiV251ygZFqGAq+86Azva+JdUyLU3OQVA0p\nU6aFUypCFpyhcxXzmtG2mh2xLJTM48aMFk99cGqmDUxAZBL2QIldgCIUrXUZrqod1QyUrXFaRUJa\nM28399pxWO8UfDX85nyV3JwCO9+cZ9R42WC5jcVS9MLGyVzJXFWuUrGMROuhZvQHu50uOLpNx/HJ\nhtW6m2tBqnCI1N5AxYlJ7AdfG15XhLkiYiIdeXXE7s4N9p98me0XP875zZv8+Oyc7z0+YzX2nO4S\nr76T+aMHwh9eeF7cJ2IaOCmO5zYrjmQFmpDsoIyghajg1YMEvBqVVMSMO8XcfKMcGf4rKpY9rY3T\np1RKsVVeanBkGcpLdCCxe4xK3SeTCl2jTs7ZijnwWzYEbg7euLKMWms5GL1lcwsmPz6IkkZH8cro\nC+ceLlaBo6PISh3xbGRMif04MIwjYymmkCpGo0xAcrBHGMRoLMOQefTwjNArw+nAyY1j/Pouaejo\n+45xG9mFzDnHPPHP8SBlwqMtZ6tTzro77N0Nxs0R58cdD8KKs9ix1zU5e1itOO+OeJhvkrfH3Nyv\n+OSbmc++3vOVHz1h/doj7r52znPv9tzYWs3qnsAeoauua2mua1lKDahJaqtSZEAZUMmmwohDxYNa\nJ8Zu09MdP8YfP2J9+wEnz7/OjRdfo7v5FpkLC+Qo9Zmw226N7S0z51QIekQQj/hz9prJGsl8FPG/\nxWn+Cnm8iRsC4w/fI/7Thu6jryB3AmPXI9LqUmcENtf2Fq0xbqFcCYwO6DYVEZvnXWM+zJ8xsRxq\n/VOdp47JTsz7WtjkKWN3WHd57TanWmi07tKygDAJLywd4KVgztLetOdpCeS1/mJTpqMqmrbrKZPN\nqshzPXfvHDF6YgzEZmsPTnsxjlNwIW0imWM/hZOWFTM61eHlH9yf0q77esdwqi2hBWvTXyoFzoLs\npf1tgZ0tSvbaiSndpjRMgX2z3Qf35dJ1Pm277jMHYCo8/f5fuz8Len+WzMJTnd3LQdMiaGvr9DL7\n1UBG7z0xRrL3oAXr0NCope077uAZXKqfLq/bOQ9YpkdLQXNdL6Vlok0dOtfxN6quASKCZc6iD2Qc\nSSLUWnsVq1NDTPWTCqqINyGw4DzBdWzWx4xpsJr3nCh9T9ptGc7P6M/O6XcX5P0efXhOSiNDPzBs\nR/TiYgY5xNZejYFhP5BVOXKwErHsoxusnADHMIxoVqJ6dFTGoqg44mpF3m/tHJ3D+YBWwRLngo1f\nhFKpWKJz026tAlw5J3IeKF6gDJCHWkYCOhYogoa1KVYPig4K4hFR3BCQ3sFGuNhnvvv9H/Gd736X\nfujpTjcGHJeM93Ll+X5ff/fX27/o7UOvUYND47b8+ezvNeKCBWdMRaFqi6Eqxvs6/O7PGqxNKJka\nKhx9ZO06NqxrbZojIgQ18ZCIm7JTWg2b997QYTEqFyomNqFWfGuBXV0cqyPka7CGCDqOlUtt5xS8\nJ4a5GbWWYqIUWqWCBTPyAkWKOYFeasPGtvo29HamhbbvOWeNoN0iS9UUDKXWH1mNV7Aar2mBr5md\nhqTC1JxacDjv8D6Ss5+ae6cxUwarU0sp40edREUaICpidXopjZUjXqXundWaaRVbMUdSGUuyBS84\nJDjjjTvYHK85OT3h9GhDDFZb0RYyJzRKeT13mamditVfmbAlmjO7x3tyiJzcu8cLz90n3bzBo5Mb\nlJMzomQuvOc77/acvb7jO08SN8eB47LnlZL4TBI+NnpelBVHIqz8HsJIEQvIHIIkgariWPMGdpeq\nEAxUmpZasXYLiAHj0rfPtvFBqzy+1KCtNc3WuQYIrJayuQftuluGZHJuZ8dYVRkYCS24pjJuPIxS\n2JeRkuw5yEEZvDBEgU1gdbTmaK+kIXPe7znbbdn2PaOqLZT4mu7wDJ1nXyAXRyceLZ68V7bjHu0L\nqV+xOdqgsiHkjqye7JXSbcibO+xH2PoV74abvO5v8WZ3wpmsGKRj7zxFHCdnhdU20TnBvSfc+2nP\nff+ETz/p+dSPB1798ZaPvH1BvtgR9okVDpFIcR6XFdd6+NjILJrWzhi8axREzWSsd1ImU2REguCD\n4NwFq+cvuPnCG8RbPyGc/JTu5gP86WN0dYH2WGZIy+RM51Kzm+pqNg28UwJjpfR4xD+P6G+j6fdZ\n7X6DrWbYb9l+6232nfLCpz/NyXM3yXHAZUHUM2VdEHIxEQwnxYCBg5zTdcZzdlSnPIjMDnoDigoy\n9X7SklFrLDjlM2bKW8vUHa4dzwrW2mfneonqzBZ77g2AOVx72v7anF8GhMvj5FoPM69Vc51dExux\nBLnOdcdAcKby2IK04C8rqV6/6eQsH4ZaU7awgnZP24+Z5atr6zLImNoH6AyaWY3e4fM/n++8plgP\nKaPaDsNAGgZLu9YMRm7Uvem8f3GH9HLAdmWrma3lZw4AAJkHU2rQ+8GPe1gPd8V/EaY19rr5GmNk\nDIGS08E9O6gjEg7mZQMPluch05iqZdWc4HIT3Ml4Kkiac32ea2YtMz1PFGDMVXHW1hur5bJmzz5s\nTChLxLJLojgJuOjwLiKiJKmBfE7oOJL7nrzfk4aeMgzo43PGfs/+4oJhd0Habcn9ntTvyOOA60fG\n7Z5+t2fY94y7npPndsTjYxwQ84iSKeNAGcEXk+PS2pdsVYSsw7x2+2BNtUOAYAAnvpaGqK17MVhm\nE1XSMDKOplQpQXA6Qu4ZmzR/UjSDW9+k342kXcJrwHcrJIzIxYhzK7zr+OmDB/zbr36d//D9H1Zb\nCSVb6ySnVwO15X2/Dnz4dfD2L3v7lc2oXbcdTGS9HJS1rNridZ3nT0PBrsCPT9lEBIpD1NER2LgV\nR2xY64qAx7cgTcWUH503JLs01JPJaXHqjKtc+d8xYEgUlRFfEWMLzBzBB9T7igLn6oB5umiB2jiO\nFpQUJbhKnYN5vQkeAiSZ+6o0euChISjVzlsPIz/1MbMMWimFVOvKvPMWyAUT5GiLdkpVerFSRItm\nJFM9hGDULmdBXmhZIZeMDloR11QKoUpgl3pPnZjhtWRRG4eCc1o57DrVphU1vrliWULnrYdXiML6\neMXxjSPWXcTqZ0rtT+Vm+V5rXrQspkGTWmHx6GDM5N3A/r0LtAsc3zzmvgjdmNnhKasVXYD9es3j\nkHgSz/jrsWfn1gSOud+PfOxs5JNPMr+3D3wCz0d2yu0x0WEN+QoJhtEK7xELSJtjXvQgUGsiH3Nt\ni/Xok7pYZbWAoSmFSv2eAk1tcol2LxeN5gQc9GtbOMXT/BlTXeAh11YGxhTNRFVccuyLBWqpE4J3\n3IjCLRfp8sDF0POo3/J4v+MijySvlFoj5LGaKnUOsJ5/UQJrv2KjEV+g3ybS7jFD8GzCKV3Z4JMn\nqaArgbWQV47j+/fYXhwRb2wIXjhOPffSnpMx0Y0jm+2e7nzPcYJ1dsTsuavHfHx3xMvvwsl5Ix3b\n85PUUzAwIlPNjkj7xZ4BdOrJYy01LONddIMAmZ6ex2h4THfa052ObE7e5NYrT7j98mvI0Y9J7hGE\nntFjYIFFH0aPWtipUqQyFBXnMoQLkiopCUWeJ/rfocjvUvQ38XlFTmdcPHzM+Y8fsu233Pryjzn5\n1AndfQfqrEm7YrWSzYghU83SnAVSrgvWXAWgDgO1hbNa55MgUzP46v7WLP+BEZ7mKgtH5qm2fXHG\ny7rMaQ2pltk5Uydtc37pFM/jetj8evl7y3LkiZ68uH7nrMZOhDRWGy81m1b7pYXgaX3q2na9U3Yd\nrbN9vv0r83pz8Pf5O5NE/sF+ZrplA8ZyUcZcyKUCcKWOA3PAIHWuH2ZRa0Zt7NE8TmBCVqtJtON/\nsCza07Jl2i66HfM6h1YPP/u0rNwyoLp8fGkX9Izt/TJqV85r8bv33miDYll0V9kCNscrqKaX5/C1\nZ1HX82p1pPodtvhWELJMIF9bM0oujCkh2uMTlCoaZmtsIZQMJCgRyVYHTvCot76yRU0nwOrVG22/\ngEREIt6v8d0JsdY2pudGujSyHgZk3FP6HXm7pT8/Y9hv0Udn9Nsdu74nDZndg4fobmB1dISPwers\nxh1pP1AKsK+qi0mtRm2/I4cK8DpbN11npRdNwRLvJiDSeyvNwFnJx9gP5JQJ2qFRUBJ53DLs90ix\n9j+qQukHxrHgNODjhlLFcpwWNCXefecx/8/Xv8lf/NXXePfhY+L6BimPpoYpMq3fH3R7GgXyZ006\n/CpuH+Qafh2k/ooEas/Kpj3tJllgUQ6CM6GltOvvBi8+9bgfbJrPS59TIUpg49dsWLPJqypvWxFs\nhU7MkfQuGHpSDaOTmlFyJpsxVgS5qDLmXNEdXx1jc8BzGhGBrmbWxiZtX9Gg4D2iMCoz5bCioUsp\naxHLzjidVdNgdjpKaWOFBWLBE6Jv/qbJ8WajaPngCd6CNKoUPZXiGF03I3baspxGvxTNRuGriUHn\njAPva0+zuWB6PCjsL6UY3cg5k37P2docqFJyMsWpOoYpZVKx4xRhQux9dMRNZF17pkktsi5arHDZ\nK+INRcMXux5vtWI6ZsqYYARfHOxhPBt4dHHB9sXA9hYM/oLjLPgojGFAfOGGFLqVEu8K6BqNnuI9\njzN8ezfw47Md3z9PfPoi87l3hc8nx2d6z0lRE0HJA744unrtBZMFLilXJ7am/0RqiY8Vg6jYtdcE\n6eyItOJqmv9QKx4r0t2QeFvMD/umKeXgObw8f6KzRqLnwbMXTyyODsVnx3Gv9KOwF8i+gBdOvCOo\n42jMjPs9T8Y9j1LPWRnonVJq/Z4DoxWLI6TMCsXjOXGRU9dxRMSh7MeBcTynlB4JZxzrEV3uiMWh\nF4HRQaJw+2HP+mjFyXrFx4n4wXE6KKfDyCrtGVHS0BNGcNmRsqOTI7Le4KIcgawpfk2njqg1I0ux\n3tKtxQKLxadlcJoZEkExamtwwURq5AKND5Ab/5GT5x5y+tw5p8+9zsntC+LNh2Se1IDJWU1+0dqE\n3ny5SRFNLZenWmrzZKGETJZI9vdRfgenf4Qvv4nTW3guePTu67zxxhuMuz3bNx/y2jf+X577/Q33\nb30MH1Y2lxZS9shMiUXmLOtlp3/67YDO12be0tG3fQpUIR9zmL0TvLskOaE6Z444DJKAa9cOkZYZ\nXmR9LgcWIs8MHmRxnZdt5/z9qkhZr91ApwZ+1KDUHlW8WB/I4M2O+nqOSw2Bp6LqyBSkIzJjSTVQ\nKy2VyvxsXrkuubokzq+VnAuIOa4p5wl8sEANvD8Ec5b7bfvQlMjjnsbJLSUvjlVFc57hfD0tKJmD\nML32M8txayIqzwpuDp/Ta8+kDvXTGT/PfB89eH35PC0zWans0lQgtfYrm/FmLh1ruoIloDBFlfW5\n8tTSiFL5GN6AnQrKSUomDlLnahoHKx3ICT8OdH1Pd3KM5oGu6yixWF3ZqoMYahmDGSGp/YtcbmCL\nALUtTwioM8CqBFO/7rTgNeM1wzCQ+z1jv7fsW98zbHcMW/s99QP9fkC3u9pPcqj+llCyUTc1Qx56\nht2FxYoTMCm17U5jB1GbaUe8cxTnTNxNrUbNfEhH0WigGIlh2DLsdgZiY+qUY9yx2RxzdHpKXB0h\nqw5/uiZ1woOLR3ztH77Lv/k//pJ/+v5PrDYueNJ+IMZAHtNUXnJ5PjwtIHva619v/3K2X4lA7Wnb\n9ehhm9RAI+XoAmVTC4AuG9/3Q16fcgbW62pCgD2RyFo6jqTjqKxBRqunwWglEcdKPL7ylqU1ifaO\n6KOh6FLQXFASYykWoImw6jpWqxWlFPb7vVFFMKqjtPR8W6tyAV//JoJzOiHYKIb+1MWK6iC4Grzk\nugC3ujRV672m3v1/7L3ZryTJleb3O7a4R9wl8+ZSWVUkq7izSDZ7nQZGrVEDEqA36UH/pwABehUg\nYYABRqMZSL2ou8luNrdisapyz7tFhLub2dHDMfPwuHmzimy1VDNSGft2Vtzr4W5ubm52zne+8x0r\nFB28CYJUBJRiNcicYJG0StVpOWhGxSnEGAGpiczVxRUQv7AOnBi6lhNOGnXLFN6cc5YjVQ2fFmUr\nqsQY5/yQXA2mlDJTLQdgm0zNiVI1Go56E03pA8cnx5zeOaI/7nCloFojaAGIDjpXC1wDVVxFi1JS\nJo8ZSVbIXMfMeLnj2XDF+el9XtyFbTfxiIR0kSCBXAa2+RrxjofrwH0NTOpJeJJz5BiZ7qz4+Cxx\nPuz4yVniZ48L0xPHd88Lu7zjehj5WtcTaze1WEJ34xYKlisgQkXoLJpC0QbGzr5Do17M1MiK2irM\nhVfN16jGZ3XoWi22Vpi7vY/NgYYWgVWmLvL0eMWzPhKSZzUVul3gKJuAwMYVJpcIAnecPZc07ni5\nu+R52nJO4koKKQakF6vDU4q9T3hOUiaLEr3nrvMci7Ocz1IoohRJTDqyTSNONqxlTfAdTno0O9I4\n8WprEvd3XcdbrOnzipAdVoVwh9TcQEVJooySmRgQrqjEQk6S0U9JBAAAIABJREFUlbRPAKJV1EWI\n4pHal+Z8tCWprSOCkkVxMdOfDKxPXnG8+pBy/FPC2a84evCCo7Mr4skzQpfIYkpjFI+UjlwyOZsi\nGWoiPkGqj+5sTSgUHBEtawZ15PAIuj9E9D+D8UewvY+MsL284ulvfsPTl4+JUehPn7J7+YzHP/XI\nA8fdt94n+s4c+ZqbtjT+rdDtbWv0wpBsaMGN45YAgAV+HW4hM+6bUumN7zYAyozD+vMGUG92JtgD\nFs3Ru60dRIlunONmu+lILcellJZ73NYu+72r9+mbg+ZdFZ+q56TtaYfXWDqkB8acLeD7eVb/3koP\n3ByPdszBxlhBxpaHChj93BvtMRejSJtL2I5p56ZGJQ9peVqUYbNh3G1BM459TnVFAveO/xvabQ7Y\nwbi0DtzSbkbUfqu2R68Oz8V+7twOJL/urC37UDGyg7+9xlhYxJGXzmNzoJzbr7nLcT6cd4eyEFJz\nBW3fdczZjA0UKQXvA8VnK99T64WVnEi7jKSJNA7kcUCHHbnv6I4z9D1aVkiJ5oCIUcZVHE5tHWyp\nE3NNWDUFWadK77y981qg1Tvza8LqFF8Ko2SiKMdTQoaJst2yu7ri+uqSaRrQkih5JISAl0DlxVNK\nYRwmxmHC73aWZ5YSJSXKNAGDKdXmZAC5mOOmxeiO4zhSKo25C5Gj/sjyw4NQNDOlTCqm/LrbTYQ7\np9y936MrYbXqiN0xLvR88vIZ/9tf/SX/07/+d/yHv/gp12OmW5+QtO2VQsoFJ568mOK3OWlfti/b\nsn3hOWqftRl+1vcaqmborradY3nUa9+7jSrzW3TSwuQiVrwaRyTQEa02mMszvcyALHPWQl0gVcxJ\nC97qiZnitcmXqw+g5uyknFAKzlvR4FwCTBM+WL6GqBBDrLXTTCo5pVRzHEz0oimwWVQsItISh63e\nkHO2qJZacHuJBicKSaraWqsVgCH3bk72ZTbqDWi1XDYRZodK2EdcvHfm9NXzNYU2G1aTES+51Xk5\nRH9vGidLaeI54kaaKY/t2FKKGTBOTA3Le7o+cnznmOM7x/hVBzlBjTqoU9QrBAEvtd5Uvc9iBpeW\ngtMqo78duHx5ycW0Zbv2bE4ipY90Q8BNjujNMSh5QlQ4qo7wlQ5cqII6egInIVDiGtf3vDwJ/MXd\nLeGs8LPHO+Kvrzm6DrxVCv3CqLH7d/tIgzArbM5ghVRpcWfzvSQ9GMv2HsxjKmIc/sXfjZJT+WCl\nzE72bQajiKBTYrsSPrrX8w9nKwb1yFiQHZy8yrx7mbgzJUqGWKDzntFnzndbngyXvMhbLnViI4Uc\nHUSPT4ov0Etg7SIneFLJOHXckcCxCC4nhpyYpEYZM4w6gde66fcEBy6sKBoZ8hEuJ/pUDGlWRyKQ\nEZIIuSoTiijFFZxXAqB5YEdmUOGUVTVAikmyqxlbXexIJdnn5khUY9YGDTIFtx7o7l1z8vAF64e/\nwt/5R+T4Q/zRS1y3RWJGQ6GlNGkBTR2qHtVkJ9KuRjlTjRzX+VonRkmONJ6R/Psk+QEl/D6eD5Dp\nAdNQ2L645Dc/f8HFi62l8d6/4q3vveLu+wN6+bf85h/e4XobuHN2l77vDRyphkwDS/aOaJsH+0Lp\nc1tGiGgRKPuDzACBvW++ih15v8/xWhrCNhUbbZHZIJRiEYNlWxrMbrHeK6/vCcvj2/xeGstLVsJn\n5ZG1gtzLcTEn16JHgbouu1quxDXhJhuTm+N5EB1q93/zvXvNEdN9FH1xH8sjyrKIOfv7XDZjYAgy\nqzfW9QLwi8jZMoLTxjnnxPXlOcNuS9QyP0dpTto/oz16cyxujtfeVX/9eyKL8dE6L28eqm+aMa87\nXLdH1F4HAG6rWwmNjtrYK3tHUFQWQMMhONDmo2pVvpyfTaXLo+Aaw6iW+AGsRk9BY40iqSJ52s93\n5/CAGweKFsato2TF9yv81CNjDyEiPlieWs2pn1kbpTpqFd5q0ey+RCuGXktVFOf3ipdiQJbTgrgJ\nkREfj/And+jyWOUGHGWYqjBImMXJssKUEtOYiMPWarltN0y7HXkcyOOOaTdYzuTlOXm7JefMNI5s\nNxuuL6/YXG/Y7XYGxh2tkODoj9d0x8cQOobkeHVxzdNnrxjiMd3Rp9x7+IjT+w8Jx0dsJfPzTz7k\n3/3lf+DvfvKPXG4mwmoFzpOzIl5qHVtfgQ+99V1/UyT8S0fu/9/tC4+oaV3E9wvd63+v/wF1I6pL\nHRWTrUpWZT5672ZgC9Fys14syq3o4bItF912fTuPJzhPT6THE8RyzXJbzB2IOqO2iCPWyp7qFhGK\neg0nQvQeFyLRKdfZco+mcWL0IyF4NNd8AATNVmcmBDOgS84z17zkggsmINA28hBqEq1zqMuUicqI\nkdnpUm3IdkX1NFPUcsy05jDZOFSkDK1KiuZ8xipn73yj01XKRs5WyFsEvK+1gepY6CJHro6uOMHh\nyFmroWsPqNH7QghVLn6hGladkvbsG9WhiKJeCH0kBE/XRSQIfezoVyvcKkIUSvC4aFx7atRTvM55\nMkWEWjXBjBAEVxTGwnQ9cnVxxTgMPD+ObHzEERiL4ksGjYis8L4zqmkpTAxsXeHKJSaEIwRfTNr3\nQXacSOT62PEX7yk/eRj59onyL7SjPH5Wyw/ITEmVOok1V5pvnVitNox4wVupYnOg2TtqRmPTORKh\ndb63DTxnq5m0Vy2tFKXKrWtUNucdXqvTbGgAkxbOV8Indz1DdrDLXHXK0CkfBPjWBZzulLXa97cu\nc5UnzqcNl3nHtkyoMycxiNXOWyGsXWQde07FGcURxVthgjqfJpJTeg30tboPahL8ExNBBhO86SPH\neWeobMkMJDQVgq6IEugVNiQU8KpV1EJxtaLZBuU5QpIj7oY1R8WzKgZ4jMDglF0Q1lOxyCsNmgCV\nTAgF3ylHj15w8tVPOXnrNxw9+EfC6S+hf4mSmAYYRithoDpadLRAzhMwIS4Ro+WilVzXBkBbdVwq\nQBHug/wAF38PdT9iyu9R9Aw2hVcfP+PFL5/y658/o6DcfcsTvrXhvT/2fPUPHvF8dcaHW2Hz66dc\nvLzi7P49jk6Pcd4TgFAUDVAce3BF9qmdNj2b/OjSUWgruVRVx72CbPuLYQNNRfbw+7ZmLA3rqnrr\nqrvRogW6PH4WQJ1/Z7/X+d1uINOyAHxb+5c0x5t5mUu6UltPG1Z4M6JlHw0AaEBYi6bMFNDFiOni\nB7UomVv0h/k+9/2ub7+tYfP1F0O4WDPbeDGXTNg7OsFHi7ZoRmpyomL7XCoFX8SitzMwNEN6gNTo\nxo48jYTAvF7tt/E3R8t+FxC1fUsaSLEcs3aMHB4/f6f2df6W7MeqgSu67Kksn83eXtkDCbUf89xj\ncf59NNEc8qWDRZXv3yuRzv9Ty1k3wNDWYJun/qBTyhL8aPt83bdbjmjdQ2Yhl+qMtcnmgOB6gNnp\n8rV/VjtPGS8vkO0OGXr8aoV0HS52+BBxIZDrnoEYfV6cr3n4Fah1QqlsGVNjdGilH+ZquxzhccUc\nqLSbQBNFCkkc0nd0/RFxMhEj8TVvWcwuEyAqrMRSRvIwUaYR0khJE2W06Jq/egXXV6RxZBpGht2O\n7dUVFxfnXJyfs7m8YHt5Dk7ou57TO/eIR8dsk2P0F8Sd8pc//ognz/8e169ZP3yLqevY5Imr8ZpX\nFy+ZtKNbdZaykC3tRZ2jpGwMqPmZ/dPn/83v3vb5847frzb/abaDsfsC+/G7tH/qaH+xEbVauHcv\nt2e/rcsZULnNdcFyqnhVgpY5jwatkaSK+CGOUo2Bti3Z81zQvw7qyHxWki4UX0hJCURO5Yi33CkP\nWLMqQiERSyJUnpn4jigrU37UUkfXWTFKxRJScbMikda6HdEFfFc33GQKiBTM4JsKUh00rUi995YA\nP+dEJBPYaMmxDhN0EDUnyDmPZFvwFfDedtCcM7kWfA0+GsWxJs0217LR5KSI0WFyoevgqF8RnPUP\ngT5GM5ylUJIhq3lIpJwIIVYVSbFF2qnRuFTp+kjXdYxp4vr62iJXanXmnHNzIWtVy6XSVKz4pFpf\nsigjhTEnMopbecIqsT46Yi0rNGdWvme16pCVkGNiQonR451WblndyLUgokjXUbqeOCYo2ZztlOC6\nICOMRbi76vjxt99mk894exPJceA4K0MeGX2jwcGlCLuSGYsSsieXwpWMJAd3ped5GFEGjqVDguf8\nTAnDEV/9+SvWvcPPfpI5ZzMSG8yBbyqhpVipZFNbDqCWJ+hit6cpUo+bDD11wZkDWizPTyztcDZI\nTPhCKAlSKXMuTxE1EQQg7Ua0z4Q8ETXzlXHkgw+3vPNkw09OlH97L/PLo8iQhG+p8pWq/qlTRnfK\ntBvZDlc4Evc6c27ZFRgd0XlO4pqjbsV6imQ/sfGJgcIwTXTTyJQnUs64kims6CTicxVNcTCmC7bl\nBdIFcvwqp6s7yAR5B0OZcFgdoJIUVwYKSnIR9bFSbzOimSDKNRuUVzjNBDkhaMDT0RMpYzV+2Jpa\nJ0ISUF9w6yvCw5fce+eaO1/9OeuHHxLXL5D4CcVf4D24AknMAi4ygApFPZotqd15xUdThcxpAiqd\nDo/oilJWoMf4cErq/4gr/+eUckba3CGkY05cz/R0y8XfPePFr5+S/TP6B+ec/v4nvPsvr7n3w69w\nefrHPM0/4jy9S/7wOS+f/5Lzdy548INvcPLWXe6IIGTGPpNOOkK2upCIEryYPHxRSBapLYsaUC1K\ndogeO8gOKzKrB9L37e/OVaEObQCdGajSIuzzJQx5O4xQ6Azi7Z2XTKP6eW/lPYZJ54jhoeNzu/E0\nR+7nK7fIE6i0Pac6n87uQzTjg8NHZywJ2Ts3e4XJMjuc7TqzswbzPVHXqpz3CozOOTIGsoi4RVmA\nZR6TqZTOjJTmYDtBal5UkGAAZN0nmxvdgLuci0WbWzQEyEUpst9rOx/IIjTavwFERtFLqTTF98Po\n00FU6lDVsI3ywbi3sgrtPA2rqM+/zHOselC6tzH2jII0O8zNct5bHKYs3PrXrgXMUcnqftVj6kxY\nzl+MMWKsjDqOiuVmu4CWROi6KtAhEBytvIaqWr2vnPFqwjoSwuxs25ywHnXd4r2R/TwxlrxD/T5d\nQdUUSOdeqoHApaoihhBxXYfEaCkIOZNTIl5ewpTs2YwTpY/QdWhn+1aQjqBxjsbSQFzvrKSNc2QH\nTh0khQziI723cha5FCgTWSd2+Zycro1NkpTiPW69Qn2gTOadxuDJCFnBR4tSeecM2IwdfqU2p1vu\nWSlWFmUa0HEglExP4U5K5N2WdwfLcdtdnDM8fcIwjHTdEad3zwjrY6YQ+a54hpy597e/4l//L/+G\nv/77f+DlC+V6fZd4dMpxPKHESxMssVJ1bcbM3nzarxjzM7uNNvvP0hZryet/MpjvTVH13/4Sr1/h\nMDDyf/9+3kTl3l/kn+k8n9Pc5x/yeR34J3/1C4+oAXVC/TY3sV/s3vDnN5z+zee+LSfh4PisOByd\nj/S+Z+U6ImGWOTYlRSGTUWd5Y64q1om3/KAgoRZ8rd3M5qhAQ0mVRiuK0Ra7lEwqVnVPD3IVmW0o\nq9EZbKP37GuaaTXiTITDNtvgm1xv3WScRV5KyxfDVfrRIaq8HNwlxUTr9RsqbeNmVASHzrlPVdsN\nJ4Yktc3RiTOJ8mw/zjmjWRU5WDxKKXOODECaJlIVEBnTZFL8DRms455TQnMhrgP90RGr0842ROsx\nfQhmJKJ1EzHfvRKHcF0gdGbQlC6YEZYU9YldnhhK5uLOMedHHbvOaBghCMUpCXOOwZOrGENuRne9\nJy3KpIUdBS/F5JO1ICr0STkZC6dFoFQU2zWxGH8w+bXVS3NGs3WlGYot4mCb4LxBVwNNnJsjnSKW\n15TTPtK5l9+uwjaqc98tN3CiYDQugiNzRNxG0lUh+MLXXnjubFewVu5fC8einGiiV5svuRR208Ru\ntyPtdshu4gwTKBVcDZV6nDqOk9CPMGlh1FyVRQt5zKSxQLa57ReItdBAisNcmNBPdCeJoB4mYJhq\nNHBk3I3oGCg5UMpUo8pVmZSIoiQy1zwn6kCUCedO6UtBqgR+LhPCKUUnCBu645GjB1uO3nrM8aNf\ncvLoMUd3B2I/QNiiLs3rmRbwodCLZyMF7xSPFVMtBcgOJCDScZQ21aF0TNKx0YdkvoXwAVG+DeUb\nCG8TyDCN7F6e8/HLSy4+uuTJ81cMPtO9Fbj/w0u+8p8Xjn//e2zu/gmX8iMkPeDukFl9LGz+dsv2\n+EMev5p48Sfvcfq1M06j0qeJ9bbg9dgiEJJhyhRxtTB6BPFoGWf8bWmIz4aJMn++1Um6+WFRNPtm\nu+mgtdfEzXU39g7BMnq2/y7zMbed+02bvNikMwO6FFJKB/mb+0iVgW2HkTk710F9sdfu6bONoT3F\nMtfdcTGG0n4qKNnUhOv3PdBqKDYwyIBPmZkPyp6pIVLrNcpCVKXuR+bXuYPnSYtO6V4F0da/fRT1\ntntqju4yStUctd+27WmNOo/FvK/Q5tbeedsfZvNFpNXQe3289/8ezsfbKGvLJ3eT3gZmH9i88DiX\nF47j/rjlM755j0ta8jI14GBOFwPXGh3euSqUNT/fMlPkRRy+guB+AQJ0JyeoFlKF11UhTxnKaGiE\nK4jLNhqzco7D1dQM8Z5SS1YgJkJmueLBClGXYsJgaSBd78jbHT5ndCqUEAn9iA+WW6/VG21vttMq\nqoSYkFbN4XVYfVrXbCgF58X2fJTopCo1HqM1L2+6fw99+y0211tQz+roBN+v0a5Hup7sHf/N9/6I\n99/7Ov/9//A/8m9++nOGVUd/coTsLFKXU+LzTOvbaI/L33/ZvmzL9oU6ajIvmVYPo4Xwb85VW7i0\nwWf1pdN5sYE3b7B7FO2W69dN9vXv7JuiRHEcuZ5Tt+bErVm7npCNnmiOhjlqmYJ625RscZIaEfK1\n73WB9vtN3G4tzdeu61h1mvwCzbPVqBVnbOqP7QvGiDCU1KIqggsmbe68bT8pJUra19RywVlUJmkV\nIfBvNJpMOrjMC8vc95qLB80msO8Wbc/rcDRLKXMxb7dAScVbXZm0S9a3Nj4cUpPwrkYCrVxA0lIR\n3T1qGnx1ssi4DlwQtOaMOR8QzJlDzCmji0h0eCdUHLLOQYEukkVRGRm3O86vLtlOO569fcazOyuu\nYqVcIgwCg3hWxSiVGRMTQDzeCUFgyo4yTQypQJjoXGZFmamudyfl3jZzlq3cgsyOep0YOkOm8+Au\n54gVMX098Xy50beN3DsHSWqNp/oc3OJ9EZlpK07d7Ag1kEJFkBjY+RWqniuBbUkowofHjv/1QebT\n0PHexcTxWFip7emDZjbjjs12S96OrAbllDDXGyyLvhrdLrMNha1LbCVZEXctrEshZCFgYh4eb9Rj\nZ1HsIoKn4Bst2l3hV2tijFbcdMrkZJGAPCXcxV3cziOjWCFywgw0gJKY2LHDkAGPSseRBJxmlB3o\nSNdBON7Q333C6VsvuPvuK1b3f4M//Rnh5AmuWwE9hQ2wA4GS7UcB58041ASSIQK2fAhTyex2G44m\nAVkxxfsM3fuk7vvgfx8p32ca30WHHhkHyuaS7fMtF59cc/l04PrVK6bykpNHhbt/dMHX/tRz/1+8\ny8X9H3Khf8yQvoU+vyL97GeMP9uwftLhxhc8/vhvuPj5r3jwrz7gvd/7Ohw5mBKFieCVvvNEb8qA\n42TCQKFfUco4G/GHa2vLUbNZezP31CIq+7X55vdunu8w10dv7B9SDf5DI3n5Xtx0el4/7+tG88E+\noWbsppSYarT65jVCCCaC4CuIN9eTa/fCrX262W5zKtu7kmsxCGUfYXFtvMSAnyYs4UQM4KhFrFVr\nCoFYzbSSyxyVmqNzCwr10pFoTlRzrm7WWWx7RftsgieHeTm3318d3MXn5Xgtx+A1O6Bdv36x7U37\nE9/IBdr7c/N9lZo7fegwLlodr5vP401R2Js0N+ccXjzBdwQ/UpIxREypsdo92tb115Uym2NlRbLt\nGnMO6dKxnO0g20Ns7tlPoynv94dUc5yd5XjXnEp3fASlVFGOUgtEKya5WEhSUDe2iVznEkaLDIEQ\nIuqK7b/ViSNWsTVn9Tx9Zf8EH3E+EouQ0g6GAbotGjqyM+pj8R6thbylmBqjekik2SEXadToRSAg\nCaXYp+w8xTk0iuXc9T1+vaYcn+CPtpQiaH+E9iskrpB+TQiO+3HFn//5n/HpJ4/58dMXvBgSmQx5\nIk8JC/MdPvub0+Y2wOlLJ+3L9qb2BUfUtPKnPSKlGtp7bvita2ND8BZG6udN8LaJ39zkDmghb2hO\nhF46TvwxJ+6IE9as6YkEhOa4VORwURS0ORvemwLkLLAhZowGb5L0U5hsIbqlz7PQR2oqjc6ctWZM\nU2mQ4lByW3qbQvOM4DrnKDVqNUtJN+TNWaRmFgO5xZBpm7QUu+5y05ifldYIH/s8CIUZKTOZWlNp\n0jm62AwzmSstLHPYZqfRG9dbVfEhEJ2g02SFdytVVJs0tYJXj6ZCLgl1haSJPGXirhDi2jaTXCDW\nDaPzsOogeuOzn1/jLgbj18cOnz3jLrM9v2JzeUVxyqdfecCLszXJFcqUSGJUx1GgU6tflrS6fT4Q\nvVFLMhPTVBhLZlcyEpQe87+iwNmkPNgk7kyFvuvRNC3KJ5gjqbmYEVHr51XG3Bx9BJPYNil1ZvVG\n1/pDc7wFfMFViiwVcfV+YTA7xUfbSEVNZTALJC1WlNo5nCr5rKc78/Qr5fKh8Fd+w//8aMenkvlv\nLzM/HDMrTOVul0YutxuGzQ6X4JjIWsWeG3buRM2JHJOpeSKkkNnEwi5C5+CkOE4RjorQ1bzRaLFl\nMxIEAomstqGrU1wEjWZYj24kh2yJ3iVzEoVuF9CdotuCjsPsQKlY2YYikU1KUDYgPckJK6BzG2I3\n0D/8BScPX3Ln7d9w+vZT1vfOke4CddeELqFcMaUrqPmQFIwqPNm/RRQNzujH2qKEkF0iF2FUcPI9\nJLyHdt9F4vfx4dsgjyi5YxpHxpdPGT+54PLxNVcfbxguJpJeU06fcPzNCx59ELj/ZwNn3/ku06Nv\nM/hv48a36V9eoz95TPd/vmB44cAF9HJi+Idf8vJvJvLHO45fdXS//x7+wZHReX1hEjgJEZUqsFIS\nUvJiJZf552CpVp3zcLwzoAQaG3lPy2lrwX4Nf92R2YNyNyNe+0jHcl1ZAkE3DfE3OWtv2mcaQNLW\nxfYzAyLeE4LD+5qfVt+ztk63Pn7WNW62WyM8ut8Flo5Muwdf6ant+97ts7WKllofkIM4tEVc6v3U\ngSqVotn2F9uS9/nDtDHTRZmY/eAy3/hivF8b0xsA381DbotC3KRSthO1vWl2FtsFdD5k/rwXvRGk\nWtvLOpLm97gZKLvNOWvXb/f9JhvFHIlqI4SATNMh0FlbKXtRr+aszj/shVzsODu2LPtcsaZiLrwt\njGXpWFb6MfuosAmP7Z+xrAJoQIvDuQyVdk+t3VjUgGqZ+1LtCSeEECwloyv4EHA+Wm0zwIuCJHJR\ncowQwK07QhC6sUASxu2WNO1wu44k3nLfveWnKY4kMkdzc5B5/s3Ra+ZHbRZHe3ao5aOrPQecR50n\nZWDtTTSuPyJ0R5QQ0RgpzrMdL3n48Iw/+aM/4Jt//Tf86lcfMWqyEgPTNOd/35ynt31u8+AmYPRl\n+7It2xfsqFkkjdl8bCb+bc5T/X1dVNvG9NlNDhCvf0oL4ul9x7FbcZc1p7riSHsCjsRoUYV6bKN5\nzKhuRXRcMDqXlFrbQyxSFrDozjANNxBltYUQk3rOmkEzrlRVNO8sR2ixGFkkhRnJypopdfGlsfyi\nh0XOh0qt5RJr7lLK88LGYsE16mFeLCT7zccEOJqzKmbYZmAWODAVK5cOF3Gtj6chgEWrwyWWf6Zl\ngcyKkLUwTRNFLFKS6iKL2Hg4bEPwzpPHRPGB2Af644jvA5MY2s3GEfvOFvpawNOK21nuYM6J4eoK\neXZBiGv6ozsIPd1W8NuCTgkXPZ+8e8ruzorjEFhlwUuzQSxfMBeL+mXFREsA55QoQu89FKulV2aD\nTnEeThXOthNRFfqAuAKTyf+1+VWwmnZNlOFmM0pLNRacKWo5NdrSbLS2Dayim95FnB4Kj5Sc7Y10\nDikZp+BDsHp2xXLF1MHK79Cv3eOH756QgLd04Cxt+GrOTOM13SREUaI3R3Ozu+by6pJxNxCLEH1P\nKPbuF7E4Vq7GZsbehTgZdaf4wLASxh5wme66sBoEp4FQy2L4KoBTKAQCkyVE0PV3iN0JOGFIO8Yy\nskvmxKeScd0LpLvCrwV3VNAhW24iGZWCjyuiOyWNO0pSRveKFE7wXeHO8ZaToy133vuQ9f0XHJ09\nJp68wMdcHY+AD3fwjCAjgqNkSEmpKVqAvYM5g48gvVKyMiYh5TsQzjhanTHyX5H062S+Cvlr+PwI\nnyPjxTnT02dcfPScVx9u2ZwPpHFH3204+coL4jeece9HysPv3+XkD97hMvyQi/gHKA+J59fsfvwR\n3U+e8eDKs8Pz5OoJz559wnazQTaOj/7tb/jlpePd84Hv/dn3eOvM47WwQ9mUROwcXTDQbZuurLTE\nMmrx2kSty9OCYrU0WJbKj3PEo0WIFm0GlW7dN26PZszr12Ktu9mWfb/p7B2cvzQwTetavM/NapG0\nfZSpfb/uDdwegbntHj7rb80puBk9b+ur9x6coOJnoLPKYlQjt64Xchh1XO6zgq0FrgZpSikUkUXp\nAYdUldybfdN5j/ice2gO+S3MGmt1M/utnL0F42bp7LWO1ILSdbOufzyMoh4wSBZN3hhm+x2bM3qg\nDwGpFEEpVjh5H9G0EgfBmXPdnC7VYtDowm5IJc8CUq3/3hkzQFX2IGq956YOuXdG9+DsstC7ydpT\n99tg7MKsFTgE1UxSA4O1lLqO7d8J5wPdGmKMhBgpOSJqVirhAAAgAElEQVQVkBMRcslc6YB0gRTq\nnhCgjCOqExqNtVTGDN4cKnxAcRSR+T3WEqrd5Zgn6uJZSUq4bGPUaJKKWh66WsSx9x2dmuJm1IBX\nb05q9qhE0jriypYH9095+617rB8/YUzFSgik0ZSCP/Ohf35g4Utn7cu2bF8s9VExmlY1q/b8egVc\nNSb36kkNwVKTOKyUjdsXUjjcAOfFd/H3GWlbfD5stuB1ruNEjjjmiGM9Yq0dVuzW1N3ENfS7LnLz\npnNjg6+fjYpYa4L5zLqs5+unlGY0trWoewesGeAt56HdWwh+XmBTzUNIOc8R+MY3DyEwTZPl+rBH\nl50Ti/LJPpetOWmpbhri932aI20YIjtv7C0PTvc5BloKWXKVzHezZLX4lhfnyCmRmkPSzr1Avltf\nhpLZ1T7VG5gTpfu+x/vANEwcrdesT9b06w7pqlMSzJAnF0NFmfdrmwUpI1WZya17XHYwKJIyDCBZ\nucoTr9bw/MEp/fERb3cd9wocd46ShW2y4t4qWJQtF9sgc8vhEY6qguNQqW1dqQIH3rFWOJ4UcRYt\nm6FTWeQuuIYYCpK12i2Kd1amwU5Va8WIPatMzbhybhbiMUe3WC6l3KAr5XlfNiqHqzQZzXUe2OZG\n9JSvR8I3zvjGnbvIdWbFjj+9FIZLx99cbbibEj4YdXIYBy43V2yur8nDRKeOMKfF71vwlqPm6198\nUY5z4U5xoLY2dCGinTKpUpIBIEGCUWgUijiCZoti181WpKsmaodz9l6O48AwTnwsH7KOyp1+xZ17\nPUfR0buMY0DLrs70njFvSDkTZEXojlifOO6dbTg73RBPnxBXW1x3DZJRdabcWBIj53TO+pIz5GT9\nFqRGXBSXxKJRokziSPGIyb2N0+/RhR8Q/Ptc8T45HyNTT7ku7M4/Yfdsx8Xjc86fvOL6fMs4FkI/\ncPzeFfe/fcnxdy8I33Qcf+chq3e+wvm977EtX2fM90lPd+SfvMD/orC+6ojpnPNPnvPq4495efWC\nUSMlnPGYNX//4hXTT/+OPzg557/7xls8ePSQeHbKAExThhDoHWgeydq3+IT9q4fRqyBq4jWieNkr\nbCr7tbPUNUr3Zznwqw5YEdrWob1RXl+d36rdRnNcrnc3W1vXczkU7lg6nBZNC9WWXjhp0hwfaHfX\nALDbr3PYx9v77aBRhyu7w0osWkilqFR6pEVhnORazw2axuAynNbUf+dr1PvxOEoxQ7zkjHdC18U9\nAyRbnl6LkFrJlEMQ9jWq4uJepVL0bh6zd3Tbz+3RtNb3wxOztyMqKHLAgGHxp8X9sjjvb8vCudlu\nm0/7e92XQ1kCFm0fVjVaNNRou4eyeA+07qlWusLuoIm7zPPCa6UtlgPlR9W6J8y3cxiJan13zpEa\nEGA6+bU/ljBRKBiche0tDdzNmZwsRcO5yWyJ0BNiwHeRMq1I04CIiWzRe7xboz6gIsbc8J4cPRpt\nvpJsPyzTiGYjOoZie6sNiLF/1Fkpoll0ptmJw0De7siqFXSsO4w3B9Qj+GLzd9olxrQhxDUu9lae\noF+R+2umDM4rLgpaJqbdSB5HfAXof5tI2s058rsc/59K+7x35f8r9/n/dPtiI2rV+dgvj8Ws5gVN\nAV7/WL/8W13iNWftTeDuGzYOB0TnWbuO47LiWHt6iZSSGGYHsUZ2arfsd3uxDW27n1gUywyRPeq1\nXps0rjlpDYWqUrle8F2wQqqlJXgXxAcqw8sMlGq8UwSXKkUOQzyN4tYQasFILm42iFSsCGNwJmTS\nxDuaczRN074YcjOEMCS5VI57ixSiYtFDMcEQtJjQSi0lAHs6jJPDRPpmmEFFDEuBnOacpYIy5cx2\n2FFy3qtJiqOrxcK72OHXx9w5O+b4ZIUEKExIcITQIT4iOkHJVk5Nq7BIMuGFMGbC8RpWPVwpsvFw\nldHNwGaaeOknXhxHrk87TmLHIwInMhCdErOnl8AQs7nw2RO9SVqkUphKAgngHFEDfZU3j43n7yEi\nRApiCW3Gfac6ls1QqY68aM1hy2U2SBsq3uabC55pGCnFCpI7jJZpRU/9PN7t+c4mUBPEaYnoFcQW\nrYqbKC4G+rsnTB+sSPfX7K4Kz67O0ZSIMfK+P+WxT+SYmYqynUY2mysurq4YhgEnQueCqaZ6fxjl\nYJ5KAEwkSJl4DfeTJ4VAUciuMPRKchCTlcYIzls/peDVmWooQtGKzorlR658RMMancyIe7VVzocd\nlylzLRMPV5F7J7AOI0EHXB5xOZHcwEimaAS/hlOBu5fI6YVFfceJMakVku5W9s7oDtFsZSimREpm\nbvn2jouF1UIHcYrsdMXgHlHCtwhHP8TzQ8r0dXbTGWnnkQm4Gtl9+pLnH37K008/5XpzbdHRu7B+\nNHH6duHuNxJn3wmEr77LdP+MdP89XvYP2ey+TV96Vk83bP/+Bf5nW46vOsou8OlHF/zio495cv2K\nc+e4ODni2YN7/OJrZzx5Vxn6S+787C/59FmHfPt7yDe/Q7x7RooRR0a8OWCEvBc4mh2mw5W8zdnD\ndXo/J/fqfW1SHK7brokCvbEtjfzX94OGQxz87g1G003HrQFIdm+H0beZ9t5yhpzWfLGll9miPbTX\n+uAar0fx3uyk3ez7EnA7EAap9DRX69CFSquj2JofKFVhuFgx+fq9A2fYOyuNU3OWXGWI5JzJY5rB\nxoOxKjqrRFrN0TdEqW6M781xn4fhTQ7aDQ9dFufaU01lmfI+T5/FLdIOsBIUwhzJo31ueU+frRr9\nWfc2C7J4j7sRUSOlqvSpJDXnpwjQwFdVnK/CXTV62tzYNpmkOQ0p4bTMtVRb1EtnMNRENWz+uIP+\ntT4qAg6K5PmYosZ4KJjASMFqCRoAVX9yG/fMOFxY+YcYcMHTdWti35kCdlH81rHOiuvXZOeZkho7\nJiV0yhZ9zkJJibEoqeIKqZ/ABdvDUo3qeY82pxdobBQ3jWgy+8GVCCVWO03wzsZxYjA6Z7Z1GhTR\nRNZMJJPyNazX7NKW7XBtwOwwUqbJ6KmfF09rL/znzJMv25ettf8oVB+N3+4XC2VdPeco2OHkNzoG\nMyrEzYW8tts259uvf/tG3K7tJdBJYCUdnUQ6AgN5b1i2ri4jEsqc/+W8OYiNxm9KgFXBKO/zxVoU\nreWMNUXELkZUHOMwUNL+uvuN3BzcFhVxje7mLPLmmlpgM4CcFape3utNI6P9dwjBxBeAIe+jcO17\nlbCGqjuwI5b0mUYxsc1aDzaClNIcGQwh0JDd9rdhHOcEfTAaiAoUJ1DFWtoG1NDrk9Uxp3dOcEcR\n3JZSalI9JtNL8FVCvfZVlTxMpOsNrij+pEePoh07Qk4j293AVZ7Y9o7hrGNaR9YucpqUWCbUF7rS\nEyUgXXWHMyCG7I0pM6REVsPPvUAnkYmEz0pOE6UzZUynxQpwT5Wc5A0pt4hlfV6NclqpRqXW3Gpz\nr21MhEDeNcc2zGhfUcVzaAwuC+q28QSrf+MqKq+T5capg9B3HN05ZXd3xTAWPv3kKf/7bz7myhe+\nenyfXRR+0SeOQ+LtIbFLO663V2y312gu9D7QAaGYQpchsbYx2ru3n59bbyUm1pPCIKQoXEfhlRcu\nolruVrZ8Tact+iiIWpl6dUKIJtZRiimBiXf0wZN9BJ8J3dvsxi1Pz695db3jYrvjndHx6I5yEpUV\nhciEC6DOMSZhFGXMmU0aCLsND9YPEDeQ9do2eZ1wBJyLOBfwXsiSgIIPhgc4r5RUKGrmoE8O/LsQ\n/wTf/UtK+BGlPGLKnlEn3EbYfLrh1S9ecPGb52yvXlLclrsPRk6+IsT3rvDvv+TknY7+nRPi219l\nPH6fjf8aI4+4vvRwFTl9+Yr+Zy9Y/yrRXQrT1TmPf/2UX//6ms2mZ4p3eHGn8OtHJ/z8vTM+/eoJ\ncjzw9i7z1adPefnxY/LFS3abHWff+oD1/UfoCOoTa69wvM+9WDIEDiNXt6/Jt7Eh0FuMIFnO4f3x\n+zVN9jm9b7rYDeeoHTfnV91wmG5z5JxzM8DVImkxxr3CZLvXiubN/sSNm7npqN28xs0xWvbpTdGe\ndh9ZYdK6LzjLTc21dmXKiZwLx85EnZqRrqqmktfGpO63vgIrebF3TtPEuNsZINec1/o3c3xsD7pN\n9fFwrxZavvrhnix7rOqmPXDLv/WE80Avo2dax+VgvHQvcGN9+Oxn3kCG2+7jtnYblVJqju/Ssc85\n722Jeq1cCuQ9nRCYy9a0nLLl/JgBL1XINQfROYJgeHiltkOdD4KBgTVel1KyfbHmtvsOoxsiqFRX\nW5tAryOLIydnzn1Wci1LIE38qihl2JHcWKX7A1M/EdN6Lhckmx1sJ9zJKS6sQIW8HcnjBFqQrLjk\nSdkA21QKSSGmjKugLVMbSyu7ogugCBTJIyWN5CkhOeNyrlNTQDyFzOA3BN+Bc/jOEYKBfpPuKFMm\n68johV9+9Et+/clvbG91Qqqgx00K9pui5Le1tt582b5sy/bFOmoS5kl9E2RQLRaZYZEAmisvnvb7\ngkWg9lzohgrZV/YLt1QePtJUj6QijGrFHUvj+LuKEJnq3gPXc0bPsR5zJKfEskbVgv3KVM8jJAqT\nTCSfcLEn9F0tehwJGoxm5TK5jJSUAEHE46NnGLc4rIZJv+phFHIq+BBJKdd6Voo6ITlm9NIQYVN+\ncuJmRcfgbNESEbw6XHH4GCil0hgLyEJR0jupNWMyqSpQqlhCclFTZBSw+nAS8GKKgaVYTTMwGtzO\njVDHVHO2nLxqsNhzyOb8tE1KmcevFeCUozWCkHY7ppwpPkBRU2lUtXozGOVPxRBd7yJd6Fh3a2If\n4M5AWnm6lYOuR5Ijl4SPQB+hDNB5Rl/wZLqp4K5H/HWCPiJTZMIxrCb61USMJqoxXl+zkXOe31vx\nszvHvDsWjuOO0WWYhCsvRF/ogd1k9IngbLyiCkG81QDTbDQWhV4DgR4CnE6Fd17ueOuqIAPoVNBG\nbfT1TXBqCCSmh4ITHAHRUp1YBx52qmiaWE/BipI6b/leosR1D1iNMJ1oYQ1DFtsGLwJOkAyhCEnh\nMoB2kTgkghbyoyOe//Aup9Ejv3jJ8Y+fsVLh3x8rfy2XvN2dsEF5b5M5uk48nSaep8RU4EyElUit\nHRTpRqthp1JsU69IrYpQPKzLhDgheatr1k+ZmEA6qccIl53nXvF02SMJkiusQk90EdVMdGv6HHAh\nsCkjY7ZafhpACKxLIhUoSdgVx4fnAx9uR+5cOL7y8JSv3TnhoXtBSCNeE52bSLLj2ZgZLoWz8W0k\nXrCO2caxAG7CeyWJY0ielUu4mCkEEp5RIVKs2vMkpHyP1P3XSPd9NPwhqXwNTUf4SYgvduQn15z/\n40uefPSEi4uXuPXA0bcucY+ecvT+BW99N9C99w67u9/F+VNSf5/N8btswj02FwWebukvJvrHT+F8\nIFwHjjcdr56d8+GHH/H08VOm3cgO4fHdO/ztB2f8/IP7XD4MnOQn/PDF3/JHz/6ab1x9TEywef4T\nXj3+R1bn/yXHf/Bn+LceMWpCdaIf7hu1WcxB9k4IDjqxfBvBVNecYTkW4acZwDWKoPtc1dLqrYXm\nkJQqoFDXfUcVFSqIM2q88/W71cBtFDMDisx5yCnhXaUo+oU4RgW7UK3R3Qpy5D2oUeo+sgecFClG\n5bTdrdT7cXPUuvoAJN1HFF2N/iwl/edoRgOp5jxhqe/vIRuh7py4SkVUDTOIKCIEVbp2X2IKw05s\nHddsdcVSOCarkIvDxd4YFeOE946uC1anzblKw2vGutVD1TSxvTxH8hYnJgpjqadW4Ni3SEyWutdL\n/b8WnWIG9cqijMASAZzt21ZAT/dO1d4Zk8r02I9XXeJs3bwByLZom7Q18IYDfPPY2Xm/aU/f8jlh\nkZ1Sa2mp1iilehRzkFUxRyN2xuxwDhei5ftZwjeqhXHKFB3pur7uqY5xygQXKCpGc51ZPPv+xSKI\nCqqOXBylgoeKt5SG4phCq6FqKW/eKb4UQhQ6J2irsep8FV+yOp2qVm5lZINKwmtH1sBOFAkZHScU\nz1YLR32gK55pM4CDIQsuJY5WPb1zDNOWzcst4fqFRd4AzQZqhdEAtVRMHbioGIArgq7WdLEzYRDW\n+NgR+oAL2d6pYhRPL0CecGPBJwWXKKGCB/V/QiEwIp0nx55wcgbrEwMoHAx54v74giyBv/r4Gb++\nLEzFw3gB07U5lOI+J6b2u7eb8xCA8vlX+awj6pvzucd9Zr+sQ4fnvfH5dwEzbm0NgHvt2sv19PPu\noNzs5j97u73IymH7rDv/rO59wY6ae8PvK/i2HNmmUlTYUxi0/ejBQ7B5IAcTcT8t7d8ZZdFGyagG\nsSmr4xCi8xz5FWuJWPW0UB2VvKed1Q2/eLVaSlX9qNQFubRIErWGh3NGxytVJbEiaQ1dbu+e1AhK\nCAIYz7vUyJM244VFrhIL1Hc2WExUBA+hi2YsOI9qniN2hsQFgncoxSJ2LZopGKWyLtJCRYYbLa7G\nOttWO49yW9hV52T5m2jmnANQf1mqyz4NIyBMKZEq3aM4R6mKV0Xag7evGwppOXZmoATCuiCds6jU\ngsNftOA0m1PoLU/M4WBM6DahQ7Lk6snUsTrviNmcziknZCiIVy6CsunDvoAtEam101JFPj1GmfVY\nsfMWLXE1klWcCWf4aqRF8Rxr4W4WjmrR2rmcwyzMohwYEiJVfpj5pRCzLo2ahEIuxKpmVXKqEG2j\nPwkEPxtydl77eymtVh9Vjh/WWN5YyiP5yOPfOmV4cMTV5QvS45esX+x4b33Eu13gV25iWzY8ukrc\n2yXKsGOz27LZDris1ekXJkwcposBCnjXippbvuK8HIunQ+cs1oZ9d+qIrXKvWLZrlCaB7lDJZlx6\nR9+tWHUr8I4hTVDMiG5zJ4jVLnPYRJtGYTNlrvPEFDpc6FitzujSSKc7nB9RP5KA7ViQlFmvBk76\nQu+UINYXL1IjChPjVoni6aLi/YQCY+oQ9zXC+gOC+z67/F9QpCeXI1xK+O3I7snE858+5+kvnjBd\nbEicc/zoOSffvODOByPdNyL+3e/Tv/U++c5DtFux5ZjteMywWZNfgn50hfvkHL9J9OMx41Xhchx4\ntrni5ePHvHr8CdvrC7Yu83fvvcdPvvM2v/7OmvHhjm8Pv+QPn/49P3jxUx7sPsZzTS4Cm1dc/GLD\ndkg8v95x//f+lNP33qO/exe3HdFQcNFyChEr81DEBIYEyydp5Cqbxuaslabiyus1HZ1bGtM3DZj9\nz0wHb+d+LeKkzVeYDXk7+kYkhxoF0maT7HOnS4tm1+MtqlH2Qiha+9vm7RwpmT2O+UduMThuN0De\njMbPeUhyU9nycJ+YP9f3JJRay6oCdLmUKnq1oKo7ixyotr3BEWPAY3XipnEkTROh2Bo754DdBE5n\nA1Nftxbn6Mf+nl437Pa55ctd/XDMliCtjbMux7Pu/QfDqcvnAgfZ8TciYfa7G/PJNraDXjYdzv0Z\n6/NugLK6uh57vI94l3CSETIiVeiDPJdISAmcS/voWVEkGhNDWpp/fT6z3VEjmxRFJNf0C+tvAZAM\n2YS00IL3gRjE8pxzYXIZiTZcIVpeVy6FqUb4pmnierxgGkdkXDPmyOQKIhMujagEctcxiicMGRmt\nnNDERB4yq91koF1ONdfaaPHkTE4WTYs+1Lqwnth1iHOkXEtGjAMlBKsZ2t8lJU9KHlfBaqfVAVXF\nq6UKmJKyIlMVE6mpKMEHfOzwrsOHjq7rUKdoGQhRCCtYre7y7//uV/wfP/kFr3aZYUxMm43ZFmoA\nKDeKpd9sv4uzctNJW9pTB8fd+Ky3/fK1A/7fb5/vVL3eZPH/b/zyn3S+L6r9ji7q3P6joD7e1uRg\nAa8L77wA72t/NBrkjLupclAY9fO8+eXivNgkgliR6xN/zNqt6UsgZsuB8ShOpaJ/N6h8ZHMyfCKE\njHPZCi6qLU6NVmKS8kaR6WoOmnXfEDTna5HoCgOqllk9zGz0xr+ulDhRWqHHshgrQYxeOY4HY7FU\ndZo3dUyZcP5945znSlWpoimtaKXlvsks996M5eV57Z5uGD31v0T1YOaqKtP1rgqOVIqHQHGQhDlf\nIoijOCq9KBCcpzHlYxeIHXOttnbPhsgrLmfoTSnKi8Nl0O1A3mzJowlPUAZEB5wUuBgZrrZcbje4\nIRNXHed9x0YyG82M4jhyzhQ8NRgCqInoPb6WNNDm9BTL9QrVydXgiWKKjF6E00k4VkcnDvG1602F\nsc5tqY7yAQosWN5VM8wasl+vaQYriPMUTabK6az+nfd+tlRbzo6qM2WsKiaQvKDZWcHqUiBCefuE\n7q27pKJsfvGU/tMr+hHOgvDNwbEJgktbvvl84P5mYjPtmLYbGCZicXQVnEhayN6Ru4DLaj8uo1OG\nKmiiWqOGCEGphojNR+8MKXUIAYcv9m/0Hlcj6MUp3gtd6FmFniJYYXW1ou/B2RwLwRN8LVeugteA\nFs9FSWzjjhLWrE/OuOvhjk8EvaakKyRsmRgYc+F6B06iOcBOTSAnZ0SqYSCChEBwVig9uyOK/wol\n/gms/hVFfsDV5UM6rumnDfn5jlc/v+LZz644f3zOuL1Czi55+zs7HvzeRPedBO+dUB59k/H0+1zH\n9xlcxzBuGM+V4dOEfnxJfJKJz3eUy8Q4Tby8eA67iWm34/rVBdOTc9Im8+LsPj9+p+ev/vCbPPva\nCff6p/zh8BN+//lf8MGLv+fB9iVZlWsJjL6w6jNsX3L50d9wNSQuh4l3NHDv699hLTsIgvQepxHt\n7J0UdVbwVqzobaPINUfJtWVcqZH+/Rpyk+L3JsfmNprgm743y8zfOM+S2l50L+4gbZ1TyHkvZz5f\nAzm4XgNAmiN2k9Zp+aaH9/EmY+wmNfI2ut9B3cnFvbf6bTfHso0BwG6ydXfOa1tEkNpe4MT8i6pd\nghVrtvIjqvsSBbw2ho1ivadGLu9r/2zgdQf8sM0Y340xOHCmZkNueY6alnBwhfkvsHBkl9TI2xy1\n286iy/uq+1WjITY7Y6msSQU1EYcPgdBFxjQZM0KqoqPziFdUk9FXc4GUrcqjd0iuUehW9qHaMc0Z\nm7QBXLUfssg7q8ekvM8t9D6ZqrSTGmn2+NEikc75WYCjgdFTygxT4PJ84uLFNZM7Qk5WjNOOUDK7\ncWBTLlmvlHRxxVHxrFYdoysUp/QhcOQCfbB8Yofi/i/23uxJluQ68/sdd4+IzKz11l17B7qBBgSC\nECgaTRzT6GXMZKYnPehBf4D+Oz3Ng57GbMZkEmdkHHLIIQE00QAaSzf69u271ZaVmbG4+9HD8YjM\nqrsANGCMPSLiWt2qysolwiPC/Xzf+c53VCEmq6/LSuUjdRCqCuqmxgXLqolzECFVFspKAoLDBVdq\nKQ0eB6zfZpus7+pIVIyEr/OOpqrAB/pqxrye4ZyHoYfU4rXDI6iLfPTFJf/6//pL/vanv6JVISmk\nOBBEcaKk16RWvqqg4lXzze/6XjfJsetEx/Y5r9309VV/X9Ux/X1uX1mgtpPVxJBKRjRPC4G8dOK0\n7be9AHZZzt3mnqJK5TwzF9hjbo6PRTYVSqbKkjqW9RgTHiPrlWIihrStDSj91jzeasaKLkTFGk37\nyqzRDbyBeJNFOnGTnlyyY7fQd2TzpDiKbAOCFwOXDPQplgW17K+MgM6YMfGW8XOloBktDVRFtmx4\nKcz1Ow6BExgS68lma6yMUckEzOz5bgr+lZLRobgzYWBTSi8Yt3NekiqRTCJbliLUQJHv+FLf5ykN\nxkfpB+OqacekjrH4e5CSzVSHrjuG8xXaDdaBy2Vy3xHbaIXyV5HNcs1qs0H7jO7POT84ZO2UZRq4\nGpSZc3jnt4ChaPljsn3IqpNTqQOqAhLFewJWO1IpHA3K/pARswTcAt6x+HsEat7jcp56y0HJco59\n1QsII2dMy5cLWBtXbxDd9mbDjVbY5b0EqyNwgpWwKOqBInfK+/u4d24Rag+fPqP+5JzZUsDPWZLY\neOWOeA6XLXcvV8jQknKLpMhMHXM3o3GBaDkJkheSOiNnBrVzlRSXsevB+GWCbpuLRwdDEMTbJOaz\nErLgMwR11BJwkot8UgkuICoEMQczYib3CReMfMniqUJlzK14QhZmEtho5iLBeQfDKrGfa97eXxB8\noGFDzhf4vCJIx8DA+VUkJSHPB6g60ETtEt44DdQr0dV0+gZO3oX6HXL9NbT6kMG9T4q3qfqEXmba\nx8rms8TTT845Oz8l7G24/w3Bffgl975fcfRHR3T33mS1/yZd8z4td9kMAb1KhCcN/vM1889a5FlE\nVrC6Grg4veDi4oLu9ArJFsSddQNL9Vy8fZeff+stfvKNY07fjTxID/kXj/+ePzv9Gx6sPwb3jK5J\nyFDjU82AECSxqMHFFefPPuHsh5nct8Tnj2jef59mb0FgZpeZFhfCqgJxE8stosWF0KzeE4JqNiwe\nrgOr3YX/ZgBwsynwbruT3SzTbr+z0fF2NyAf/759vy2AUIoknGz9/QqhMb7PWIu2+542L2dyfjHL\nNR3DGF1Pz38ZOHmxVm58/U0Z5EvXRRlv+RfJywkwytZE4mbN06jCELSsIUWu7J3JyhGchBdqv0bV\niRTAtNuXbHcfxue+ind+ESS9/DlG8O3MdbJ97fa7qRmuZdi23174zJeOJ1zzq91m+a6DQjMyUiYt\norhCrAJ5BE+K8xW+yrgwIH5AshmAeDwqfmvWoYLxPoaYU6nJldLIWQTUbUGkapEpIhOHrdvhIabM\nZr0p580IvRGo2nXtqaqalC2DFUKYXps1G/Gzavn84TnPnkfuvPch9959j7OzR4TYstxc8dNf/RJ1\nHee/fsheVOZNRXQJDULtPIvQUAWh8kLtPbNQ0ThP4z3zqmJeN8ybwLyBEDqsRKXUgjaD1YOKEMKK\n0NSEOpBFySniVJmFmnnTFIBvDsm+rImuAF4yZOuYN7IAACAASURBVDx9NVDnAY0RGTqaKhA8XF0t\nefzsMf/Hv/+If/PXP+bxVcTN98ms0Gw6X4egTq7Ja29eP7sZ3/+i22/AP7Iz5/xOH/OS+eZ1wO+f\nA7D6fW9fWaAmY1JMx1llBGlFElUel+k5L3mdf/FK3U0dj/VdSpHUqTE5otbLae4qFnnOQdhj382Y\nRY8bsjkfYQ16RRyjABDY1tZgWY7xlrRskJoKJOtUk6FYHYWqAQenGcQyZ2hxZlRX7NHHhQiM+SuL\ngzCZg7yM+ZMyMOK2skVfHss5M8QBlUQtFcFXZZI2m1+TuIgZMkgxmXDuZhubHfZyJ9i4dj5N6pGz\nTHPD9tRawD5K7cYvzdmaH2frc5VV8Rqox8xiqf9wAcukzYI1ZyZZbV3pMyPeWS+UYryRxJojSxTS\nsidebgguEGY1QoCkyAC6Seg60neRro9EJ1we7PH89i3SvCIGR5czg0LURFaTaahYHWUul2VSYyNH\neacUkOo0E9SARJUSx23msEtIHNDUM/bJuRZYTUysaXTHf6ClhUPJTjhXfMoyMUVEzWFQSrZtdLbJ\nmkvgJNvrZLyFRuCcEnEOw54jHM/Jt/fgeJ94vkY/fkK8BB9rzg4aPlkMrGu4F4VZOxDzhqQtwsDM\nCcFbPUIQz0AiOzNOyaX3nqC4BDKY7MdhWVwL3s2AJ3pHCqCVQ7wSNBtQS1aPUWdHXaTBSa2+wwRa\nnqCelCOpjwybDqkCUgUqCWioaKuKECq09I2byxzvlDU9cch84aEZGmbVHgeyj3cHON8RdU0aNqw3\nC7phTeYCcQP4DOqoaIAZqjMy9xjcd9Dqj6F6Hxfu4TiErkZWHfMv1pz+YsX5Jy39ec+gpyzeeMLe\nhx0n36xovt8xe++E9Z0PWS7epa/vQV7gLgbqpyvc48jsEVTPMzyB7jRycbZm+fyUy6fPuFpd4AbP\n8705X57s89kbDb8+rrh854D11/ZItx3f6z/ie2d/y/ee/QMfnH9C4IznVWLjvflw54w6oddIwNOE\nzH6/JD79mMvulP6LH3IR/zfuv/s17oSaWTAySsg4ycRszdODK/JvJ6UYeQweiukOXANgLwMZu8Dr\n+nyzDVS3QORmRm1rNsLOZ137wpgtKdb3MSdiMgdPVbvXps90rpBN18HkzYD/ZlZNdufNG8fxusBm\n9+83gdXNv+eSXX/Z+IxfoxJhF6jtgsEUi+O5k0JMRjTaeulF8CEQy3vJznuPa/Qood/d/9dtr8qY\n5vzi49fWPmMHyz6U7JFuJX/2bbsQjR+Tr8UHr77mrmf/xvfbiT8oAK38YXreuC+FzFSx+jXFWZbS\nW0No8cHIKhSrZnNkFXQweitlrDULdt6n4cjlrRGra5bSjqVAyrHji/GGxRU0Z3qFto/0Q09WsWxS\nITm997iN9QWVEkf0w0Dbdqw3a1arFb9+ds7PPzujT/v8ydt/xL03vs5GM6FfE+bHnP/qIedXKx59\ncYa/WjIPkJ2Svc3vjatILpnqyAcabyBt5gPzumZe1czqinkVpuvS6lc9oa6pqhoRx3FtfVJDFYia\niHHAqbLXzNifzTk5WnCwP2c+a9ibzVg0DU0IiDpSEuh7NF2QhwTq6CXQ+4rT1YaPf/FL/vOPfsj/\n+ePPeLjJ6PwQFUcaBjQP5BTRkll+3TX8+9jGtfq3e+Irtn8EuPqNH/PCvMor58A/bP/47asL1Hag\nD8WeVvMuSMtbUkLL9TixcVt67GbSdJqEp4uInYyYvYfPQhUcc6lZ6B57smDfzWjU4ZP1xxIByeWm\nnEDKtPOTDNDAUVkwRIvhg05oZLLr986AGlbXJOLISafQngJwdjNqYOzkGISME9iuM9TEwnrLnJj5\nhMN5T1DdGoyosaXeF6cyTVN2zHlvWR1KMb6InYvCBk434u44wjU7ZmOYHU6KVX9ZvJNmtDDTsTgw\nOTxJE30cTBqXIprtPRzGJAbnzZ9KMj54mkXDfK8hzDzZbz8bwcY2m6FIThl1DSIe2URYdrg24/cr\nXDOzcxLNZCNuInEz0LU93TBwtlfx2ZuHPLp3C2lqNASQYgeMMORslr4uTyZnKkKU0qB7vDxULaMV\nIw4BlwjZQNpBF/Gapl5sU7cKJ7uXNWOGU52NX0qRHG2VdlWpR/SeLNbyQYpkVapSW5kNwJSW1kUG\nUgx2doJV7wU5DOQ7FcO9Gf7+MdV8Tn/e0T9dwVlk2ezzqBE+vhN4HjzHm0zVbzjTNbPQ0aSeisgi\neGLV4KJ1TxwwxzCCSeC8OIJTgtPSiDVbllIcOXvAkXBk79FaSLXdAyEmgkZCVgNq6qizkRtZTSrs\nsyH6ygULxpIS295aCeiMalbjXM2saqjDQB56XFYWUjEPNSKRtUaeM3ALuMWcippaFEgk1uS8RuID\ncndKNTyhoSa4Fu9rhFugx9TuLfDv0ss7RPkazt+nlj24UrrHG7qHV/iftDx/tGZ1cUVza83BN5/R\nfOec5juweHef6r3vkvbfZVN9nc7dIUVHuFhTf75i9rDHP3fIUohnkf7ZmuWvTzl99JzT9RXLpKwX\n+3z23m1+8mDOZ28fcXXgSfUV+3vPeX/+Cx6sL/nTJ3/Be6c/46C9QlnS5YjvhTmeITf06vES0VAZ\n0x8VHzIzes7Xj3n+6TO+2P8u766UP0qO9x7c53BRk1B6BnxtdWs5CcFj9aTTzF0yx2wl2nA9Q3Zz\n2wVzr5I97v6+/Xl8/Rbo7YK+LVjbEm4xJoY4OuZ56+PIaFhVZMbXMnSF8JLrROHu+78unnodmHlZ\nYPTK52mpBb6RhRuzZVa3c/01u/LN3XF13puaA4WcQO0+9c4Tx9ezC5y2ZCqyzT79NtvL5FIjUHsZ\n2JzWPm7mLaSApjLeO5k2pvNx7ZOvZTFvXne5gPjtsGsB9Nt91TIO43o3fsj4N4t0jBi1a1AQZ/Vq\nydscbc3IQUpRvuZUXBUjyYOEZgtARbeN1HUsi3DFy7FY6qtlg1NOpGRALQItMIjHVxWEiiEmVuuW\nru85f37O0A8WiqjSti3LqyuWV0suL5ecbVrOrxQ3e8AbXWSzOGDYOyLlzMnBLfZu3eUZSlvNYLiw\nObgyIKsp06nQuoQ68LJtIOTFvAKCs7YrQcLkbm09Fo18dGLOkbfKNaEiRLW4xqPMQsWsqjnZr7h1\nMONo/4A7x7e4d/s2909uc/vwkMWsofJCtYlojqxS5rxLPDy/5KNff8kPP/mUjz75JZ8jpNk+vpmR\n+xbNA6JmXJNyAeduew18lbebIOofC6p+m7v4qz4G/zVsX1mgBjaF6QjKLEexZbpGRJD1WnZH2LJj\nKtuL72UspRSgk6U4FWKZrql3mq/Ziwv2ZEajFUEpmShHwE8T4UgCj5m0a/UJTorzmU22uWQyRgOM\nkaUNUqSHOgIuh2oysws7mh0WcTfDwrQa7TIY12U3ShrfRS1ocEWuB8FY0NiXBcXcNlOxULYakdFM\nJE9ZOZNU5m2j5PELSqbHNpOS2nfvjOHbLlxAMqZvSFbbl53iJZdiZeuhRlarDfSeSvw0JpYhcoTg\nqZqKalYhlcPVxRFm2p/CdIsUXtGZT/XlBll2VOrwvgLnDbD2kf6qpb3q6LqOq9WGdhh4fG+fn354\nwudv3kK1jJEfs4dSglAlOKiKy3wSA/ZDOQeiJvdyCi5ZDyIXMrXAYYT9XktWNSMulIxp0eKXgMoa\ndo9jbuYF1uQ2T6TAeF3mAKg5tVF7CB7NCc3mAoaOZhpFfppzccYuffD2KvSNfep7C9ydGdX+An8R\n6c829MtEt9jncQj837cjzxrPW+cOcs9pakldx2GGuQcVR5Udmz7RR6VXJRb3OIejUsxkQ8wIUpyC\nGVgWy32Pqmdwka5S0swx1KBZqVKkzuZoV0ugUk8o/Y9UgrnSFY6ncg7vGub1jNqtaGNEU7KaNAk0\noaGqevouISmx8J6DqqIJjjUDl7nlShMtgV72yOrpcybIAhcGXCekYY5b14TqxCaG2TFSvQHuDo53\ncMM9hrQgDXPCxpFTS/+k49nPzjj/xTnhNKHNmuaDFcd/tObwT3qqbx8ibx0ht26xlu+T3RFCzaxN\nDE9X8HBD/WWkfqbkFawuI+efnbH+9Cntl5ecr1u+PGr49ZtHPHprnx98+x5PTwbCYcvXui/45ukv\neG/5K+5ffslxfM7t5c9puksynuiFXExbXHZ0CQNmDnyoSSJ0OdO5wLI+5ksO+Lxz/OzpBb+Kv+B8\nk+hWifcf3OZgr6JaOBpXW1PbDFrZPWq1iIXDciYPHkmnXZCwC9x2JYrXCbjtHLkrNxznwOl5bE0m\nXvYFEHOyawm759MEEsxm3HuHI98Icq4DNedfILCnv6uq1ZjurFOvysTdPLaXySBfPRb6wjiM4zkd\na4xTW5jddWxsfSKqZn1e5G/jXOOcZcBvZpuuAbUbx3xzjdrdbj528+fRFXI3S/qy594cr+n33edM\nAcP119s+vny/x5ruMWM2Xk2j5HI74pZBmzJ6BfGPma0xjInZ6h1TylCMRcSlcYBLPWBGnBHUdl9k\nYhqQOpXl100146qFEMyFQC33VxYliRk4JfEkZ26myXm8DxYTiGfVDXxx+pxf/vJTnj5+ytXlimGI\n04ENMRqRGiN935dunzPIyuVqQx+V/f0j+ssLZjiOZws+ne9THRwynJ4iIVHVjkFtnXYaCFKV3mcC\nOsrWheyEvnyuGznu0ldUXGkzVOpHN3hySkTN5rQptoaErsdpTzgdaDzM6pqD2YzbB0e8eecub9+7\nz92TEw7mcxaV0Mtznqyv+PXlBT/98gk/ffSMs05ZuRluMTfCMGfIPZJ78y0QR85mjvQKm7yvLGj5\nx2byX/c+8Prj/MeCQR3j/X/G21cbqOlORqz8PGYqGPUEN9nIciO/jAG7uY0WzNkV9m/8XOeonKep\nKuY6p6HCZ7FMmzNJQdCEi+OitLO4l0nxJhMpAsio/Rd8cKABEFLqsT5yWzZWMGdAR5FW7tbnybYe\nbSzQTpq3DBplrEYQiRXL7gY2OeepiH50nszZFuhtw1JXMmilGXdK18cPClNcxkGcgbkbAcPuz+Ni\nZMDPbbM4aizp4LRIQbag1zsbhcpXBBfsHCtW71dZnZoYArLMU+WhSCWNORWruco2qWcFukg6v0Kv\nWvzeotSuWFYvdgPpqmfoI+sh0bYdg2ZOHyz4/BsnXNw/tIUkqQExTQSJdEkZNKPeWECXIYrV2A1a\neg5lxRdg4jHpV/Ce2mUWKTOb6rJ0qhWkHMNYpzbVrulWguqcs8upnJNcSAgNpTbHO6SuECz/kymS\nM7a24VokMiLgqoCra+KDBcN3blHf2kNqJV905Edn6OfnbDrhydGCv13Ap8cVXRTEDzyjZb9teWut\n3BmsBUWsHJ3C4KElkkRQ5xibtlfFRKUWIYjYiuyL9FGEkLxJSr1AlUmNs4zakA0YE81pUzwBjy+B\ntdV2QMqJvuuQDPPFjOODQ2ucvllN7rHmGFkRQo33PT5lmipwOIO9sOFMI5vcs449m5jpfAA/w1TK\nNc5FQnBsNgPDALFLbOYN3cF9hv13mDd3CXmGyw0MDcNVpr98QrpakS5aNs8H+vWAu79m790rbn1v\nzeH3PPUHt9G7bzMs3iSGY9p4l9xmqnWLf94hn3f4Z8LsqiJftVw9POf8F0vWXzwlnq3pk+PpyS3+\n4YNDfvD9ezx6/xZP73o+GD7nX6w+5k8v/yPvXHzMcfuMKnXkLtO6RJKA5ESNQKhIBFKGRAt45n4P\nkpIkk2pHK3O+qG/zcf11vrh1n3O/x3LZEj/+JXqxIX/wLu+/d4+ju3toMFLB4xnbi+BNqurFCCvx\num3muwMAduuxdueW3eB/fHwM5G+uB9McxRZQ3KxxG1+TsxJ37j2wjJL1xQvbTL8IU7PMF/Zv+7m7\nWbVr+/Ua4HJzv2+Ow80s3e7jW1D6YpB0swXAOOHszjMjaFNVghubeLuS7bH10jlnRkPXj3wHqG15\ns90atd317GXHeHPb3e+bEs0XnzuOyy5nt2vskneeq9NrpseutQh4ETRb/fa007AbUO6QhLsZ2TFm\nGbFr0gKU1HqD5dIYXEKAwZscsuQfrabTnk+GnBM5ZdwQS+1YqbtWMZlkLp/qRqMvA404h3NQIQRM\nlh9zol1vuDg759nZBV88fsavHz7k8eNnLJdLPKX2sLx+jC+c91DPCJrQZPW/m4tLhtWaW4sFVwiz\ntudIPFSBerFg8GISaICckFJy4bJDioFalqI88oUYFkod32hk5spxhB13V6EvLSlSqQEUSh1dShAz\nMQYEU148XnZ8evGYn3x5xq29Rxzt7bGYL6hnC1Zxw9P2knNtOR96LnvFNQe4emaS0mzGayl2aLch\nDz0kQVxd9iW9cA/fvMf+/7L9JqLlt5nL/rC9fvunBWovWdS221b8ONXhqN2slilTMxaQ7WILOyd/\nzEIwLlb2ni+wbxNgwAJ975gx48gfc5RusWBBnRpCcgT1ZrXtFNEBpLgKlR5WSZTkDWBNYA22C9p4\nTFImS7GMm/aOSYbhmI7PWDSxArrxGNJo0e6tsWgxJdGyD945nDcGb7s8K+INHKoqeTAwljRN/dYQ\nkGDAwGQYBiidt0lZneJTqaXIubCntn/iiwuhA6H0Rcpj4GTHPT6WU57cG8eFK2FfOi0mjslrWI2p\nCs6bda54NGVELcsWSkNxV2pcVBRJBgLUZxLJAsHgcBogC/5S4XLDsGxNelibuUEeEmlIxph7cJrQ\noWPIypPjGT/4xi1+9fVbuDDHx4jLjphgg5jbZ8lGiQZUty5rQqnrEEWxRrPmXGkmKU3OHMXEfBgI\nfQR1rJxnVoAd6OQAKrhiYV6GKAuWBLXzIMXUJWe7HiRcl906Z6B1dH/zWurWHOjQAwmtBD2uyLcP\nyG/tIw8OoKlJlyv08wv8zy4YzjOf3lrwD0cVa8mcRMcP6fiHvQ0frlr+rEscZaESCF6ogkDlWNbC\nJgmrsk8NmdmgNNg5GILgcqKJUA9i7l9OzMRkJB+8J9cOaRy1RuqcqWKmGgMwp2gyYsVlk/3EDG0X\nGYaeZnbA8Z1b9KknD4k2JzRbnVQlnkaEIQiVC9SzmthkbmvkIjo6hNPU8yxvOJDIvEiKe6nMVbN2\ndMOCTTewWQ1cDTPavma4FA6lR1xPjg4ua4anmc3pBUN7Spit2TtxHL0Pi++ccvzBgoPvnCBvndAf\nvkFs3iHqbfquRmOCpxv0UYt71uOWA2Hj0TNl86tLzn/6hIvPz0hDx3oR+OTuMX/14R0++m9u8cW3\nDpAHgf/5/G/53upn/PmTv+T907+m6R4TJdFLoKW2LFq2MXdqWW7Eyn6dU4LLhLpn2Dh65jxtjvlx\n/YCfzN/n4fw9NtUhmmpidcrVxSlPPv4FXz6+4OT8HarvvotwF6mFWYh2f6sUlQGlZyBTTYyWTD4I\nKadpbmKSco1SuOIki82HTsz8yJW56tqcqDvzT97JfIzkoFLqaU2OlsrcpRQDEhkVEYoTM6aYsi9l\nLt+aS0Cx5NtJ3oz7VO5L8ds16QVgN37fBRbj3M5E7r1qmwImdGfNnRDGtfXTeXP0E1dkadnqCTWb\nxNqLyR3H+T0nCtGzXe+sP10u++am86EF1Yw4zY37LTKNvZ2FvOMFMmahdOf37c/2fruRAoXU2h6/\n7Iz7djxkOvaRBDaVyHZ0diWUu+MohTRjBA3jNTOe8Wvgm0n5MxpKjWu1nY5yXaVC/GWrb04K4gM+\nQyaTs11CzpvDsAJZFBL00eqiJWV8pfhgmTEp7syEyuSPI9mglpHr+56261ltNjw9v+TJ02d8/sUX\nPH3ylLPLK7q+t/U81EYY7xCfWtDuCJJkdBKOA/3ZGe3ZBW8c3WdTO2aXkdsXsAjC2dEMVKnU2/0Y\nrNTBB4dLfnIvttYq2Bj7kXQTJNh5wxWViPjtz87WY8t0yyg2MQIhZ6hycRN303hs+oFNTJxtNvi2\nxfkLcj0jSqLVgVwJfragaRpwgRSVASF5tVYyw5rUtxNpXmFE09hj7vcByn6fWbhrJA5jkmH7yPXn\nFPLh97x/L1ME/K7v+Vt8Kr/rufid98jwfTEJMud4RYjiIdQQN6986T8pUHO/KeM1TaRjWF8AW7G6\nVjEAobqD6Kc6geua+pdJYkRNEiVYujpKxAVhzy+45W5zEu+wpwtqGkK2Boy2sChZBPWlUDdHEp7o\nDaiZnEDHNBEJRaRMTGL1TJblKZNvFWzhK3NQ1sLkjUyREwumPeigUFyeVO34RzsTGaWIO7Uc46KW\nJYM3J0nRMVDJk+GJOIf3xdI+pSI7wNq8aCZLJrjCrhb3RzeOsRdSTGbTP02ytjCLbqV4WoJuKRco\nTkii9DESx9q9oiXRcRHLuRQ0B5ODlMnPixC8owkB3wTqpsHXwSb2lM0evRIGHxGJ1L6GJOQ4EJ5s\nSMsVeVDcrLIMHIoMivTWxDv7TNQebVtWlfCjdw/599++xcM7+/je01SKuECPsEqK0wEn1iML9dZH\nDjufUppda2FxLZMWyDkSc+K4izxYR/av1rh1jyShc4EqZiRvrwWHAVbVEiio1TGmaM6dzjnL1Bpd\nXK5xy16aWUfCVVWpLymZzWjXDGJ93XIN3KrRdw/Rd46R4zlVCMQ20j1e0fxyhXucuJg1/Pr2AV/O\n4c8ftnzkMn8x2/BY1/xx7Lk9DAQ6NnXPos40LpCkwaFsQs9lTNQK+13mMGUq19BVQucBF1lEYT5Y\n7VpyMJQ0qpdtABicUKmyGCJ+MFdTFcVarApV9vjoUOcYRKj7TOwG1MPhyQG56+jO1qTNBlWPd96A\nY+VhVtGIZzaf44Nw2XnONfCZKM/o2eeKu7LiUGrIgc57nNS0jZDUegZp3nCpKzZr6NuO9XqOaEWM\ngl6C75TKJ6o7axbvbDj6hnL4vmfxrcD8wX24/wGrxX0GOcbpProR8mWLe35F9TQzfy74paNfD6xP\nL+h+2bL58Yb28YbOKU9v1fzo6/v85Xce8JNvvUF6w3N//pRvrj7nf3/yrzm6esidzSfs62Mqn+gx\nJtoteppBcTnTOugMUVgTZ+fZ80Kvic71XDUP+DS8z9/NHvB3szc53XsHcQuafkWWBncgzIeO2Zcr\n+l895/GXj+g3Zyz+9HvM7h6jtcdnM5DRACEo3ll9Ss6KUjLoTnBZiYP1ejJjIiVhtaojUCsKYcum\n+UKQaHFjs6kDpyWzkMeWKuN6U2BCHmvjSo9MZMpSSGHzp+yZjqZUJewvc6YZ+2CmGwl8EXWa9H2r\nAhl7Tdr3sQ75RkA1rVnuhQDmejbqxazi9YyZEUXj/XOt/QtlnnBa+n+OUEhK5siTxZWaYiaAG61N\nJykojjS5HqtzE4ADIScbj1HxMb73KGHbrlf23iK7+30zcNuaotjTdwDseA4mJL4dp2vqDnu0/L4F\nqrt1FCO5O/0sO+BuGvst4N8FdJrKtVEIsbEmeCRBtQC1NCTrXVqk2THmyYwFF8Cbc+HYfkfEWzbX\nO7x36JDoS+NqsiAZq3GHUgue6ftMO2TadkPbtmYCsl5zeXnJxcUFFxdLTk+XrFYrVqsVaRjAuWLQ\nsRtb7ZAB48/lvtMsJHFkjfTLC1YXF0h4gzj3VF927D8eOHwLHt1aANDQ0AoQKERjJodSQuAowMv6\npuHLdWIQvjhTGzDLpY1BLqDUsHMhURQKk17a3QihBMvTvTJrLAOHuS9nEZJ3eN8QxOYCpLiZqiCS\nSL4m0hHo0djZxRMCSEZyRLJjC/n/C22FXH/t9luBnVJn+uoPev1HkF/5jN9bxuw3Hav+tkPxu+zP\nrubuVds43736HRBrbxImbFCh9Qx3cAvtzl752q+s9HEiI3TMpo1UZLnByvNErg/OVmr4ugLycfJ1\n5ZWuFK9a7VktgZmrmbsZ+7lm5qzmZZyUk7N6o+RNEoOWBQ4KG2ZOe/0w4J0QqqJnTm6a37ZOYybt\ny2xlN+PiugWcpWC9vCbFTM7WmNoHN1lOT4vgyBCOtRtsi+VHmeOuVGj35+tyza2dtJPSQrns48sc\nxsYTN33mFMiYI5iKZX12KdWb0shxMTf5g5TzbY95b+FOBqrgqKqKUFdUTaBqKlywQN3ALbjgcV6n\nBZaYiZuefLlGklI1Aa1M8igxQnbkPpJXLXHVsmkH1goPj2s+emfOk9sNOEfyqdSelS81GYkoNkln\nh3XDU4acS6Zt6w6qCpoyIWVmTjhJnjev4OgyQdfDENmTssY4t8Mob4MwzUqKZiASx55HY/gxXvsK\n5pQ4SpCK7CqXSj1fGnTnBH1i8Jl8NMe/e4J87S7c3SNXQt9F+qsN+dEF8uyKKxKPDgJzl/izM/jG\nkyuWdeR78w1vDT1fW25oNktcWuFqtYxl1VAxZ1bB3AmrtsXHhK+FSgKVCikI4rNl+RqHZk9WR/IQ\nBoGYiCpUJKo+kxDqAebZAbaQOjU7Ho/Hi8ePNZEoTZcIbSb0mXqvYrG3x+Jwn7UqsZAnUgUamSFO\nmTnP3nwPHxwnkjnQDtyaVjtOhyue9lfMqz3mdUX0DpLS+szgIxvp6dIGNHKaey5T5LbrOVgp8xSZ\nHyqzvcj81sD8TWH/gzmHHxyyeOOE6vbXGBYHbJoTBncLF/dwl4L/co17tkZOn1N1DaE9QJ97Nj9f\nc/6rx2we98Srirae8exkzt98c8Ff/MltfvGtE5oj5fvx5/yPz/6K//by73nj9AccpiXH+ZxZlcgO\nhmT5J1EL9bwmahJRhNbN6cIezgs+rUnJ89i/w8/m3+UHi+/wi/ltzv0M0YaQbU5azBNx8xTNXwBK\ne+n4cnnOZnHJG8dn+Pxt1nvvwf6cfhHwNQTpqGOmocJJQOOA956Ula6PpJgsGEtjY1nb54yUli2U\n+aLAEkuRlQyJsdzjXKhlLsnjnKWZlLYGJikVEyuxmmGT/G0zWGOgPjazn0yUtpG8BeNq7SNAr8W6\nI8VqZGMxmnoJMLkJvnb/fv15vzk4HN/H6Z4PBQAAIABJREFU7ayPo8wx5XEu4dp8sptJYlSxaJGx\nx4Q4JWdPF3u6vnth7Z0kpDtrzPj4bi3c7v7dPP6bj+0Gl78N+/4qGdbN7MFuFkTc2NJlF6Nsfx/X\n1XF3pMQpliUz0yyR7fhOtZSl/huFmAZzihZFnQGGIUVSzgbyEZKrKdEdko2oDShERasBl4y4SznR\nD5F2vWS1WXNxdcV6s+Zq3bPadKwLENtsCmDrOrq2LcY4YSqDqJpmux5zHeS+cnxFrT+bKJuu5ezy\nnKiZKgQkC25QqkE5mC1YzmbQ2/NHMzQd1+jx/I9n5FqMLiUbNpIlY1bNFZWI1fubydb23G1fXmKb\n8bq2C+DatSHlvDvnSxbPvJrTiEspJIx3RdFiNePjTT/SIX/Y/rDd3CQrTnJpB+SIZHJVIQdH1Hcf\n0D775JWv/ScFaq+/+UtWwK78LZiACcBde/ZLMmY3f3/hOWUWMEGZI6DUVMykZuFmHLg5B9TMpaIW\nb5pkyUSXGTTRu0SnZgU/aDaAlhMDkZ5ILwPBO3yoCjNjvaHGhW6cwIOrpvEYNfe70plsnHHp+RQQ\nn0lDKpOOTVZD30869MwYiOywALKVgY7NTW/2C4oxXpuUxwXUe48GJcZh2k/x3hp5T8BzK7uT0hx2\newrLPzFn7zQtiEyT5xRAeOvT4sXqp6Ls1FCpopgc03lXeoc5fPA7jXFLYCUKocj6iv08UYnLFl2t\nmc3nhMWCXJXzkTFJ6Kqnu1gzXG4Y1j1nwfPjB3v88INDlid7xRY/0+VE5xzR16i35sguJaJCGiw7\n6J0B+ZQNHPnJUl+stxeZhQh3e8fbF3CyjOjQozlRZ0WDyXeNLR3vA7s3crZAaZSRSpF/iGyNU6Q0\nhh7Pq/djJqDcVN6jtTP2N9rn6e099J0T0ptH5JkjD4OxssuW8GyDLBPLRriaw+1Nzze+GGgu1zwI\nkT+/7LkaItVyQ5dWVC5y4gMSPG5WU1VzjmaOEw/JJejMaGQeHPspMAvKIFCrMqsddWlyLQHLjMVE\nNQgzN7CHUielzp65VAwuM4BlN3B4V1G7MDljigqpG/BXA7rscPsHzBcLDo+PaGNi0/YGqIMQqhrV\nRI1nXjU47zmSjn0Cziu99JylFQ/7C6pmnzuLBaEAtQvd0MY1l92SVXvBQGTP97SNZ1g0yEyZh8j8\nvufoTc/igcc/qHEPTmjv3WU4uIe6r4E0aDdHVg1yEcmPO9yTFf68Y9bPGC4il4+fMfxqxeaXT1if\nXnLlGtZHBzy8v8fffHPBX33nDp99a5+ToyXf3/yI/+XZ/8P/8OT/5aT7Obq5ZOYyjQd1sDGCDzAT\nj642CXfVeRZqfebWIdCGOdEdcFod8Ld7/x2fLL7Lx4v3WYU5knp825l08fiId8NDTtvHNPlzatnD\nxUNkUKrlM+rzZ3D6lL5dkttv4Q8r3EFF4xMzHxkGR02NSKbGE6MpBqxZrfWOGgkPBJMrlx6M27zH\naDw1sv5ljp3Wk3LfT3OxZadTNhnaOC+a5Gwkrba1wtf7r+1KFMfAb7uWpWIAZEkavdYSwPbDTK3G\neq4x7NvKJ3U7D7L9u83jI3m2DU11nC935nIzDdqugZMqYwQSKW2d9MY5Wa63P7D5ZTTqsWnVOZv3\nY84Mw1DMLEa0vEPEwVTLt7tv2/17kfx7FbB6XewwEfAvAX3b30eCd1yL7JjGsd6O7vSuNz/lWuaR\ncmxjNm0E+b6QkVN2dlpz7SxGLY7HJbObnTCo0sZo17QLCBUKdMUSf3QcTUnNjXi5om07lldLLpaX\nnF1ccH5xzvnlBevVin4w+WqesnxSnBIN+HjnEOev1XOO+/mq+r+bmxY6DMm0/YazizPUw2K2oK42\nNBKYd3Dr8JCn8xmpX4GYnFdGlciYndy59hAKMBv/Vs6rE6aUudj+WyP68lhxYh73zcpFXpGZGc/h\nNUKi3OuCGW+V6yGLWDxWdsjKT0ZJ5fZ5v2s26fcv/fvD9k+9OZRQmMSoQq4XyOEJ4e4b+JN7r33t\nVzajxjiZqk5M6U2t93YRePHG2M0WwXZxuPZYuYUpa0oQTyOBhTTsy4wDmbMnDbVYc0QNxaFQMm0e\n6HSg00jSSJcjnUQ6In2O9DoQXUXKBtK2GY7t4aVknK6rioOWEwMd2U2LhABJE5lk9se1x6snB2+L\nfzY5jVe/nVQLq7eb1R6ZvXEMdq2uJ3a0FO7fBGoiQgjBgmuYGmCPk554A1OuTIbWOcChSUjJFhzL\nxjH1IDKpjxvp6cJW2xv6sni4qqLayY5qSmhxeTRwJteBmisTuihZop1hZ9k8okCXyFedzfWVR5oK\nXznL/CXQPpPWkW7dE1c9tPDwzYa///ohn79xDItFcXaKZIFeMxugw+HVMkGxtB5oSVSeyclNcmEP\nMet5nOC9sshwsk7cvYzMe6W3tBxNBhHTxrqd8RvNdKbgrMhgkG2LhnGRE9nKWUUEV7lpHKfNMxlp\nhOCIew1yMEMbR04JNyR8UoZNJLRCqud0+4F9cTy46LhzuuJZkT/dT8rRVeRi1dGKMt+bUc9muCrg\nQ01TW3+bhDJzSu4G9hIcqucwO3qUgYjrM7O6oo6gXhi8ItmThoT2FYlIXVkdotsM+LhhLZ51ioRk\n9481Lw8EX2ptcMyiZ1j29E+X9Is51fGC/eMDNm1P7s4ZNIF4M6zxFaHUEjoCB1QcEGic0DullYHH\naUU1LEEPOPYNwUHUjjZuWHVXXPYbBpeI3lH7Hl/31AtPfVQxe3ufg68dwIM99OiAzewYlTu4/oig\n+1TRUW0Uf77GnbZUF5HqKuG7TP0ocPHZGU9+9SXpyytcn7mazfj5Oyf8+MMTfvjBHj99b8Fwu+a9\n/af8y4u/4X/9/N/yp0//koPhczKRUBrfD0CrBtQiBoYqSVRusGvDe+oe9mMm4nkid/l09hY/m73N\n3598h8vmDVbuCElKUIcE0FmEu/BBTsjDU3R4xixY/8MwCI2cM5cvmOeHxO6UlM/p0xqX7+FdQ5+E\nODiSq6kaJWsklZKgMdsTsjXfzdlkciYdUyQZWHM2cdoxTVmNcb6T6X2AifDIk9HRqEawbB3skkly\nzcp/3Ox+zDeA2hZI2Wu3QIciCXdAymNAWlala1menTVNdrJc6AufMxpS7QbaY7A9NRTfAYg3if+R\nCAvBF6Dlp6eMza61zNNOHN6Pc7e5QOYyD10z+NgFi7ufswvg9EWHytcFqiPI3n3+9U24psK58drx\n4Edgtv3b+Pj15xXUtz2G8l/m+rHpBPx04phLNXeRj0pR3BTTEM1ElAHoUmKImewCNDPWbc/DR4+4\nXG5wbsYQI5eXV5yenXF1tWJIkWEY6LvI2eWSfujZdC191zPkOJHaAgb2JODD9jqWcgzj9+3psnNR\nVRVjxjPGeG19ftlmBEkma2LoO64ulyRgsVjgZysW8wV73Skni32aZk47XIDWOBWrO2cHiG1Hficr\nVkgDKfXuxVdAGevkrO5MQlWAnNW47Z6jiRR+xTWxfZ4RyprFatk80/kc6+idK+UHMU3O4+M5/gPE\n+sP2sk0w8nxQyHWDHN2huv8W4eQefT1/7Wu/shk1mdIx5UYbWdGdxzTnafG8+b6vA2nTYgAgdpMJ\nQi2BuWvYdzP2pWFBTW0hnxWIesgaGTQypJYhtvQ5ktUyax2RNg+0MjCXyixiC3smopNb1ljEue13\n1gNFTiiCCzdZrLLwCIgvOQPvcDmTo6JRCSX7ANsWALvjm9BpsR23KXMnYtnC9GLj2GmhLxkzRtZt\nPBeFUfXeFyBip8PJaIXvUY0GYMRMQ4bSF88Jlt1z5ZiKhNNsbw2gj+8tWH2cE4evAj4YQAuVx1Xe\nojgHEkyiGUVREj7USHawSeiqw3cZV1fgIMfBghERxOwbkWQ30kYzy7riZ28c8OOv3SYeHeO0walY\nDWHV0AMXQwedspet6SvOk7yn0sRchdoVuVROBnxK24Ak4D0ctplblz37qw5RJQWTTdbZGG8pC9QU\neBT2XQuDd61mpiwSOZtvppGPO8B8Jxiy20lxuWj5xxqIUn/IkKhiJAyZPCSaVhm04vJwzvKg4aDt\nuXW1Ye0ST6uGq+BYtwPrbmCzSVBV4Gfk2T7zmaP2nhpH7cAtao4auw9mzrMQTw30yXrnSZuoo+LV\nrJmTt30chkg9RBYoWtV4ceT1QL9/xeXFJX69RjYZ15rjmbpMFguMEongavp2oDtd4vcb9hcN88WC\ng70N3dmSFgv+vasIIRGytQYI4jlwDbfcjKPc0PlM5x0XEqnikmpY4qqKOY7YntKtz4ibK7NtbgI4\nR09mmTqeNXOyC7RDQ7c64vblbZpuH1gQwoxZ5fH90oiDNsFlT1gpYZ3Ry8j6csP5R5Fnj55zfnUB\nEuiO7/Dp23f4j398m7/67gGP3wocLFb88fAR/9Ozv+JfPfkPfPfpD9hrn5IqiLWgKbDJmU2GTs35\nTRwEzeSUmSVrM5FDpncVfTrkmXuXj+ff4T8tPuSTvTe4OLgFVBC70qajITrBhUeE/Ji7VeIJA8sh\nGa9WVaRWGVKLCxccNCuUc7r4mM3yc2L3R8Tum+jeCbiM7AsaPZITMUPlzahoiBHvoKqqMo8V4JXN\nwTePGRJGU4k8LiVTgLxb1xzTKE0rdXHZAsFR+qalznPK+u+QXCnttArIW0LM1pcCBIt80rgtsRq5\nXGSTYveoosWQZDvn76xoxt6PIO0GyDF8sZV5WtZwKysLlWVJJ/fh7VtuV5gyl+R0wwmxvCAl66sZ\nPcQkY2pshxgy0iiEQL8zVi8DS7tulbvHsiv5f1VssAVyIzi6cQzl2HYB4stklIzXhkyHOF0j07iO\n4PzGrmzX2W1GTaYvQ9ylYpxSYlyuPYhZrQ4tRluPndInJeNxzYx+SHz++Al//9E/8IMffcTjJ6co\n5g7d9z2r9cb6jXpvx5AK0TvuvAC+wpd10zk3FmVNx78LdCljttt7dReUjTHDb8qsmYglQY6kYWB9\ncclqs+agrkl1IMxnHFwJfm5KhtM40GiFd9YXbRj3nZ3zWgZVYNtiQAQt4sWx1l8Z1UKjDFnGXLqV\nT4wkiJTyhPEsjued69dLLmYvIzBLWogRLNM2vjanhA4Rl7Tcy+WzXjtSf9j+uW5ZYVBPqhvk+Dbh\n7pv4W3dJsz3i2GbiFdtXO6NWJtxrTUdecxvc1Mb/xk3G+ifw4mlcxV6Ys+8X7MuchVaFiXSTiiOm\nSB87hr4nxZ6oEYNa2bJqOtC7geiSSWh0a3OcNZtUcQKKQs6JfhjMsl/9tYVvXEx9CMUAsZioYDOS\nc4KGAjRlR3k9Tsy7rGMeA4sXawJcsev1flufsQtoc+lRMslcistjKs5qigFBM1axaGUsqM8oUZRB\nLVjDW7EwWuY8L8VJzPalcsbmjgsZWLAMRfcfiosYGaSMF2JWytmKfs0FKpO8UFUBGRy6uUJXG2Za\nkReB5JW+b3HJ41yFRCH1yRZZcZzNHD87mfN3Hx7z6M0TpDqgSRVRZYTN9ClxVWSNMds1lDz0DvbH\nAxQhIDg7dWS1GoTKORpN3Fkm7p22NKsONONHoxpngtzxQnDiyWJBdM47C+324meUuya294rEPNUk\nSspTNtTGLJs7mAjZC7mSYlgTkXVnlT+quKHHtZE2Oz7fn/H5fs2DVrntBp6d1HzeBqSP9H3L2bBi\nnQcqcbRSgdTMQk0VzBnPibIfHHvNgmo+Y2++oK4reh2ohoGq7ZHNgB/MXCE7R/KOujRkH5JB0OCN\nQontwHq5TzidUz0/pz/bkKWHPqOSrDg8J5OrVHN8gtxF+uWG1A/M9ufsLRZcVRW+jxCFUHkiAdFE\nHux9fIL9FLitDWuf6b1jEOUsranbMypRDjrH6vIhq4tzutXSsrlVhafCSY3zNUNuOF/VdBE2q56L\nRysO3MA8n7EXKtTX5NahdY36QO4hrjJXzwfaR0tWT5bkp0I/9PRNw9M37vLjbzzgP394i59+c87l\n28Lb/pL/fvlj/uXlv+NfPfu3vL38ORsZeN4Isww+KavsaHOgLY6H3iWEVNh+UG0IqSK7hufVHX50\n9A3+ev97/GD+bX4d3mTjGqh6it6UVNcktw+xxbUb8umnXB7OObr3JvXgoa0YXIXzCbAWCjMfEX1E\niGe44QtW6y+I/ZLN+tu0e4fszzOH7QzvndXsVJVdy8l6E459FcJOgC0pF1MZk5qkrCRNZS4t2bS8\nbWuCWonJVpo28vhGgDjniamfCK5duaPNlfa4DyazlRK8W/hrwd7YC9Lm3bLmuFyIFLt9vZNrfT9v\nLmOqaoEwLz4+fk8xTZn2LQFnkj6TtnlEtgH5LvBUNSKRAtRycR+cWrqU9i8xRjoyLlQortjJK7Uz\naWaoKrop6N0hVcf5aJynXpvtGqc0eeH36XiLycO1NY4doxJ9CaDdPW5Vct7J4pWx381Eev/yfdq+\nL1Mj60kWOu5PIZL70idUp7rHNPWqyznTqyI+kJ3j9OKKjz/5Jf/p737ARx9/wunpGargqppQ+tap\nD7gQSt86M3dxprmcwNR4fKoGJlLO09hv0dD2OndlPRi3cR/HLYTw0vOzu5mLXS7k8cD67Jznp6e8\n8eYdNpWQmsDemTCbH3J4eMxTMTAVdmSPu3LHazzF7u+l1YBOro9u+rtiMn4dQZMbFT7lZ1eQnO6A\n+vJ9NwGQhWJUZGOUUDMSwYhy+8ximlNM1GTMsO5cA7/L9pvi2D9II//r27J4qBrc8W2q+2/gju8y\nNDMigvPhtQD/KwvUbGEqP4//7YA32WH7diV6r6tJe0FeUSYFSebK14SaRTVnEebM84wmViWlLlZb\nlZUhR4ahIw0dxIHkCmuKyWwS2fTmKU1fo510ztbjBMwe3QmoFgOMcQISSjZEpslJx0ZPwpbltTjA\nnucAtpOzsmWQygGXCfFFycl2rErGjC14213gtIAuFwwcpRHQAeSEpgixFN9jzLYWi+eoecouqph1\nrTiovCdU1QTUwBzZxn3IaUtHbhdgk1eoOsSLZdCcWhF8gkY8VNa7S2YVvq6RlNlcrZCrlibs4RcV\nSERTtGGNidxB3w5s2o44JE4PAv/hW3N+8M1j+uMjJMxQtf5sWitEM2BIwROzY1DHgGMjyipbY9DG\nkD11TDTY8dp5zWiKzLuBB+eR+6c91XpAiTRJ8REzXZGda35kvNUkWuPPWlwxBbs2FLNT1/JyN4Jr\nkSmodMHArMaIFLfRWDnyosbPG5wXYorFDj+TY0fqBjYp8+ta+MGe8PRSibXw5SIgp4nblx2sLrka\nrogyQPZshpbU1bBXo8HbwucUqQRZeMJhgzvcQ2Y1QTvYdLDCavMGRdQMdNQ7vM+WHSwXt1eTALtY\nEfcDBwtPXTmWnNNl8B1W41ZqJiU7ojTUeAIDOQkSs/VLrBuaqqLq2wKo7R4dcmSTOjT1tJue0Cu3\nwpyz0HOF0Dmhix3PN6dUfc96nRjaL+nbKzO9aOZ4sd5AZjtWkbNnaDPad7h2CeeRSCAnkAQq4f9j\n782eZcmuMs/f2oN7RJzpzjkoJSEKIRCCEmAUXd0vRbXVU1tb/5f13mY9Gm3QZkVRVU0xSiAJSGWm\nUspU3vGMEe6+h9UPa7tHnJs3M4UQkmjrfe3ec0+ER7j7dve9hu9b36KEOyRxhCrorjA9mxifZfKF\nooNQOji/0/PeW3f4m6+9wV9+9T5PPw8npx/ya+5D/s2Lb/E/fvRf+eLNNzgb3yZrAnVMLpJ94d42\nU2UEPJ5gaq0U0EIGshfQE3buIR+u3uLPj36J/3j6K/zVyS/xPD5ESsTljKijEi15EgCXkaBIOWUc\nHvHtq3d4840v8MbdL9OP5+T3LpB8jY5CHNdETtEwstFMV36IcyOXdcuz66e8d/Fluu2X+eXNDZvN\nivWqJ3WVVR8bAlXQOiGiZG/NlmstlGAKeH5BAHRBotpi2gKsvVMuzhCJUmfa217sSdraWKs5r84Z\n1W9ei5rXN4vfzcsVsKfWzT0ipaFnDoEmNDEfYxHrqfgqO7YPMG739TocczD0qiTcjKwY5XLe43yg\nFhTOKMrKeWKMLZj4uOtQtZJL66clrblwzQSJbDpPt+rZzvtnFk9SZqGTT0LTPum85vEyK2ZPJ739\n3iF18lV/l0BLpZUkLLOxzOESrMl+3/uD5mP7qHOCkmam52C0VFIuyzbWSNxqHPf7CAxT5fsffMB/\n+bO/4P/5s7/iw4+eksXj12cWhJW01GI5ZzWWFZiForrQ3Qo0TBF4H7b6lu9bSggw1Li2VhdVZUkg\nH9r+eTjnbiFurxragjSviubKcH7Fi2fPcF98nbzuqOuOdYa4PubuvXu4GMznwHwJXfqjHaBfB8qe\nYgditWgL3X9fOkFrbzH33ZSWcL3lC83Z9vk8DgP9FtgrQHDGVKrmc1GliYq0ahJnrJ2SEuRCnOs1\ndT/P/9jx/wdi/x8cXYc7e0D34BHh3iPy+pjcGHaddwyf8tGfcR+15Z+Xxh6T1oam6YwS6MwEb1u2\nh/tlA3X481Wv2YLQsiTOFqfoImvfsfE9ffXtoZz3ppRayHki5wktCafF0BV3oOaHLfS5mrCILeLs\nKTW1AnuqmsPtjeic5TmYArA6r1oqMcRGi3RIMSdB2Te5vjUxLYPsWjNZH8JihOZs3iF65prs7+F8\nmXNf94v0QXCszEghUKxRNq2wNqNLDxSdi6nVmmpaix1DecSbUxCaMh/AtBvxzhFDMMnbur/eRufY\nOx8hBHwfobM6ruoEbVRK30V8iNB1sN0xDhNuSnRHHX5jinIhWxNMnZRSEuMwcnN9w5ATz17v+Ksv\nbXj/zQ10PeoDqQVBeAX14GyfxQUKps44SmWUwpgrQzan39ViDlCIRjGtGV8Sm7Fw96ZydlPQqYAr\nkIxyJ9EZuofOlqY5F3PG3i64ckBtdAc3gEjr7+QgBuPdpGzXz5l2ZlXFpQxOSUHQPhA3Pa7vUZ/J\nGBKlZSKVRC6Va6186AtTzBz5zHNf+ZVhYr29YZuvuYlbTrJwNBbYVXanHTtZsxJP9AIeagcaYQgV\nYqZGTywWFDoqWUtrS9AUw1BKXyGYcdailFQpRSkB6pGjkxVhPGK62VF3EzFA7zu8c2QtTDWTkse7\nQEckx+aUiNU8hhDofUfxLQEglZITaUqkqTANCZ8rJ3T0ueKqQLD0zG7aclkGpquJ3fABfqqs3MZq\n8lYrQrdCQgc+mnibU6LHRIHIlOKZBuH6pnA1TdRYCbtEd5Xprwp640llhfN3iSf3+NbndvzlFwJ/\n9huPePq1N5BHG35JH/N753/H7z77L/zWs//AF6//kiut3GSlK45eHA9LoWjlvINVslxx1D26lMWy\nfsVHIkc823yBP3rw2/zh6df52/AFdnKMqCOKIsFTUg+ytpp+d4nqFZ3z5M0jUt3w9sV3mHbwpXCP\nRycruk3F6TUyCV06oouRsnK4wdO7G4TnDOG/8uLqgm9+UJh+cJfwunL/3hknJxuO+56jzZouehRl\nlGxzGYKtSAdKjTMrQdztoKeBPE2szda1IH6pX6tLbZo9X4K2wMyTczKEruzrfFyzHbV9qa2Z+7q4\nQ2dekKbiOqs/ml1RbS25DgKt24GabeucvmTT5vftmY8h7JtPz6+3tWE5o8U51b0D3L7Ie89m1eE9\nTFOg1MxCrUabSNFsiy15WGul5kzODlaRGC25iezRLTtHXRzdQ7hkZmvsc4ofP++ZwzAHfvPRq7bX\n9LCc4eXtDq7D8qWybKk613Ldkp8xW95s7MsTPttaEdfuJ10otQJLD7il19wcpDW1xzmmz7Xyw6dP\n+cu//hb/+U/+jLff+x5DEcL6iBB7sgpotvo/dBGsmG8ddaZXPYt87W+pmQxo87kwCpbzaPeZmwM0\nh1O/Lzt4acxo8qcFIKpGSLQ60kLe7dheXeO6Do56dLMiVmEVO07PTvEx7uezVpj7o+3PhNn0yXyF\n5IBqi+xt2RywuSbqdaD6WACp7K9pk+Z2c3y37ErQVitqz3Q98On2gXxtSpNSoUnEtu84dL4ObrOP\nTdQnTuE/ZtMfe7y8jx9nn5/5mc8IOn/coHRJ8Bz8+7Mdy4LcfpX9PSwOtzoi3ntAOL2DrlbUriNI\nwDvBf8Yc/EwDNfnEg5tPtAIZ1WIS4ppxtVBrbhQ7WCTHpZoKkOlWoTjCvNDL7UVgrtGJajS65Aeq\nd6z1Po+G13nkH9FLILsrsvZoSdQ8MOUbSr1G2CKMFAZWJSOt6Wd1kckro1cGV7kmE2qmUyFWWXon\nUNVUsgQmzRy5tR3T7I8v546tKNVDgZQKkAkxmkPgWm1DF9Dc5Nq1ZYIaxcc5IfoOJJuUdamkKVGL\nElzE+Y6ciwVRzREIISx0h5QSU0qklPDq271njU99v2rXQPFejPZTMpqzUR19NTl77PWUEwqsVitr\nXq0YhTPs74NVv+fHa60ms9+yZOBRKTgpJsUfTIUzhIgPxwiFPFRCxWrAQg/XwHlipR49WyOrjEqB\nbkP1PRMTKV0xlHOG4RoZMu/cucP/8eW3+PCtO3C0hjBALFR1dDXQDyuu/YivnpI9FzlzKULog6lq\npMxlEfCO+w7u4DgD+qbs1WnHGyXwS9tL7mwnXJMZH7HeT9EDFHA9JAuCRWVpimr0x7q0OygoiKG2\nPjgDb2YF0FwRSYZk9b49BU1OeG5+rUIYE3Wwe3OSSvYQE4QUGNIRu/Sckl7w2x9e8JuPV/gJwq6y\nfe+Chx+94LvsKEPhpB6zWwkvfOJO9NwfI/XGcyKe9Uq5iZmdBDq3ofMbenVsSgHf4XIiD5WqxsPt\ni9nhvBKcX+GkiRw4wa09KWXKONEjZO+5iY5x4yj3I0f9mpPjU1ItjMMWUeV4a+dWVpF4csTqzh26\nsGaXM9vRkacI6k04zCsqA8MwkG8mYg08pMONwou18AOZoBcISnj+jOHFE0qdGPMVPSujlGoklh7n\nOmsm7yaUHqQDDKnPUtnFTAkOv1aS0YOmAAAgAElEQVR0FMaPEvH6ms31DSuF4c6axydrPrwfuDjz\n/Mdf/WUuv7BG7o3cix/wO1fP+bc3f81vfvj7fOHxf2ZTXnC5gijQeZAqlOLIQFGHK4WrYE3FnVaS\nwOih0FPlDPUn/P7Df8X/fu+3+av+a7yQL1C8QHdlCGw6oeZjVAY0Tmiw4mgI7IZkC9jxKb7+D7z9\nLPOOC3x1d86vDk94kJXORXw8o+uED05+iR+sv0yfRu7Uv+NO+k+crb/Pk9MbfvDBD/n2zTFfvhZ+\n7cHEr7/2EK2ZPgaSFLQXjr0jpUJUZ7LHEwxBaZ3Wm1KuGJVajZ7nvSnEKYYUlKkuCnhgSEMpBecr\n1RVyg6fVB6paU+JZCV9EkVJw3uzQUgtWDeETsQCqlBlVqovDuXc6MaevtNqYxZFuiYlmvdZutmNt\nfWzLpvfmnHpq62U5B3z72h1HxSvGrHBKuYUe7VEggHEoTEm52Y1W4xs6xjzhkuB7T/TQxYBzQtJC\nwfpdTcVRXSR3KzSNBLUud0vfO/WMBQJl71xZo85FBRF0QQBvBUByqFopzK1ilvfmVjvN5temDipO\nEGe2RFspwjwqZQn23EGdb62OooXjbNsWlIQl4IqzPqnqHE47JHtcrbhqtFuDu1qSQBWXrtHWrqdG\nz+rshEmVt995m2/+zbf4gz/6Nj/86AXDMKAEsyGiaB6WPrOHoZNZwUM36RU+1MG1tADK4/afmqf5\n1q9VDmotX/LLfhSEKFdH8oL4LXVUyu5N0oeOkjtKnJDPHbP+6zU6bjl5/ZgalVyF4iJrB8WNTGqM\nA+eszQpzH1Z1JppGJUs2V1Ac+IALEYkB50w0q4hSXG2lZJ6FEjknQLzDtZZGy/y4/e8pJ8ZhoAAh\nRFJKFvg6o/1KyWiIRC0wXpDSNZOA0KGl4ClWpiK36aT7uf447fdV6Pnsp37y+Ozg5lUfv/1aXZI5\nBwdw6/eF1fYJx6z6Waqgc+rjcBf/8MDs0+pWPykm/smOOcH9ycOHSJkSlET0DghkcWhcI2f3cY9e\nJz96BCGSM2x6T99vyFUIPnLzKd/9c0t9hH0mzCxSU9Z5eYVBP36V5mzfgjxwi/Yw32SWJzIpdecd\nUSJRAt70CBscntEmfqHFsoc1l0Xw4pD6WKRSZhRC1XqelMyURtCASEWcItHhqifEYIhT400jc+ao\n5QVb0Oac1V7t+fn19sPU+NfVuVYDYn3ZqJBqgTRSSrZmyOyzwfNcmmOxLxqeM2tzZtd73xyasgii\nzCIg87a5FhN38MY9N+6dLCpJKt5KgJeF8ZCWI0smr9ZK13WmOjWLn1QleI/3nkoBZ/1ZvGuBR7HF\n0TUZ7ayZWgWXC5InGMcmBuNJWnBZcJIQFXxRNCurQUlZ+WgT+LvPrXn7Cxue31/BugOJRo8Sz04c\nRIdXUwcU55e6EK9i17xl1xKFhNXkVWfqUajS1cJRUe5oYENeDKc7NMkLrePgJRrtSgOu1kWG+DAD\nP4sB+OU6f3wRPkSXa62LWqe1RPCoWPBnapDQiWdFpNZAKdbM2yUggyb4Xh15x428s1YuXDC0Ujuu\nnPBdHJe1sivKWwkkOFzvER+M5kcg4+iqQ9UzSuSyJqQoxwXWCjpWS0K0VLWImCJhUXy2pEuPp4bA\nrhnjzfGae6/dw/cdu2QN1ctYKFJhHZC+I4QOHZRak6VasznKRSrZJ8pkDrngWqN4u9dCUeKcVQEK\nwpAy0zhawig4ApEu9ITY4V3cOx4YIGukH1lqPtFFfpPwmiPd3fBk6rhwge8f9bzz4A4/ePMu2wd3\ncfdHfuH4OV8p3+NrT77N1y/e5Zeu3uPu9Tt0ZQv9rFUIqGviGhlVE+SZKgwevB6RVbnUHStVVrLi\nnfWX+ePjr/In/rf5rv4il/4BmQ4kQAnWriEHCOCOA7PYBnViUU4QIBfS+i5ad+RhYNoOhLFwXAMb\n6XBe+F78V/xf2/+WP/6ho5Ytv3XnHv9uc8X99Xt0mxVXpw+R7TV///RdLh8/5frpMV++/xpv3HuT\n0J/Q6TGPy4QTYR07OmdBWSiOkFsg5IWd7PuT+baOHNqX4GLr40RT5WtISBPQCN7oq7M0fz3kOUFj\nTDQBJ2fSD6ghKrRvPWQvzOMwUOuDI3b+tuQ/JkRSSgYU6bqPsUQOgz6PLFTnV21zSNmzYHS2APvv\nePHi3O6RlCk5txpkpUwjRRyjiqH9QAjeKHhtHyF4qvb0/YpdSkBZEqmqmAgTc4uDfSDxsgN22KT7\ncLtPok0e0hqXdbDe/v3lOrV5blS1URL3tdvzd70IuiBkopiabFKoBdHC5CvJmdIvcy/LFlzmCrlU\nNFdO79zlaL3m+eUl3/jGd/mzv/gL/vQbf8n7775PWN0323iwjr/cR/WfAw1udsZFTPY/TwPXl+eM\nu4HY99Q4El1kE9d86fU3WYVAShnVSMWap89nOTNwFgd/9tkO7BaHfw/G7JeYSTWaqNWoymL7xJbi\nduD7cpN5v/UQHHOC1Jf2o4qW0todVFvJpamqzjfMzwXC848b//zP4Kc8UsJTEe/tntaKhh5/do+j\n1z+Hv3efoV8RY0eHY7M5QiUwXW8ZdfzUr/75DdSq3l5cZ8lkKy4w9KZtKmo1OcycYrCHqSn3vMq4\ngQU8ghm2KI7OeaLzBPGElulTLWjNUJMhaykbaqTFVPqkUkWYKEwUElaPVbSgYjVqY7ZaCudgTCCT\nIR8hdkQXoOzpJHMmdW+qFef8UnNxaOznIEobQrcUhc+4STEjNKniDoVTvLcgqCFpIEsdnMDipBhN\nxl5zIky1oAIWC9oCllv/uFIrRWfxECx7L+01bXV3wds8d5HoA8F7Vl3Ae2900qqWqWwBHHNthRrt\n0ZwJD77ioicGj5uRJlF859EQkc4RGgee6wG9HojOE497slMqCdVKyAU3ZWQ74S8nSnZ87/UNf/Er\nd3jnF8+4ubeGGHHZ6HKTEwu2giNmMQdOHTXY/RmBIA5cZJQlDUAWYRK7BkGVtTruFOX+TtmkipSC\n5kR1xQy+EygFkbLQZ7TuazadWDE1TpDWhBcOnpWWkT/si6PtmTg0cuIclWyvV7UEREpobqI1jQbm\nK6yq4IpDxtaEdahMYyKPE4/zxA984m9P4d1jx+SEvgY6H8hR+HxX+L1UOEqOewougstKGI3OVXIh\n7bYMV4nz68zjIUGqPKimshqkmFSyzrGm4FpdUUqGDudx4ur8BZcX5yCQTo+oEeJJYOUj1QnBryhS\nkS7ggifvClfjJWkacKXgWiuJrEpyiZIyNPqqqKl6rrznCDgqnvNUQJw1u3bWr68XC+xC6OjjihBW\nRLdXN3Pa7me1zLi1ovCICxBtLevXiis9WdeIKGGlnJ5eUI8HpvVTfn245KvjR/zyzTf5hfNv8ub2\nA47SFmqCIKgL5oir4KugTchHdd+kfaoexVQx7ZY+5nn/Vf7TvX/Dv3/wO3woX2EnR4wuEUPieDWy\n6kwV9XpXuMqZ6hQIhiBUo4E5Z4GyFhA9gdABlamhyUJANZA9fHM84Q+uT3j7QlHtGdzEAznhFE8q\nAdwpejxxcXXB1YtvItsd6fwe6fJXuX/0L7h/94vchEoNwk2Y8E6I3rOOHWvnCdLanXSh0Z4qU86G\nyLeAzYmzNeogUXT4e1FDn5y7jVLcCiIwwRLBAnA/14yK2Lqlbqk5rQe1PqXugwNXwWX7rA+tXgfr\nvSgYtfOQFnkYgM0IVEAbpeu2i7VsO7++fP52UCQihGZHg3d0ahRgreDn71ajHFvgaYF/XQQyjM1S\nxTFMCXUmMmKolYOZWqdlgQNfDpxsXurtusL5fVjqbA8ppYefncd+nXAf2/7l63gYAB5+T0lz/tTS\nKirFAvUWmHdkYs2MqYkc+YDrVrh1R+eshnY3Ct/8/g/41rf/lr/5znf4+7ff4fmzZ6SihNV9sgK1\n3EIRfxSq4c/dWIIoQ6un6YYXT59wc7XljbvHjKsdXb/iTDqO3/gCfYiMuxsIUETIOkvvzLTg22NO\n2M/qxSp7lGx+fw5ydUajRJrvYllc5y0VWpsWwLKbZj+rmh8xJ6sP/az5mTFftCwNzdHmu0ltYLfM\nedqDqZGP3ee3vptP3vafehzO38eO55MQ25/APv85JB8Ox+w/fdqQYsIyRRxFPNqt4fQ+4bU3iQ9f\np/QdYx4pzhJ/sVpX4SltcfJzrPp4iG69/PqMYtE4xXOAZlqpB5kxafz1yqESRXuAWAIPe3mvODXT\nH2fjGvD0OHpMRjzgCBRQq0UrWtBqQZuWglWHOXNasf5Xg1RGKhOGrJWaySWRQyTjiVRKFaYpG2Wt\nSc27meesc4AmbbFqhb8iRlETC45mRM3qHUCxhr4mRmSel8dbAIEFaM7tDZNgiFZRJWcL1MQLLvol\nOJszjLMhO2yOPWcLoPlo7b2Mttq81vy7/S3NyehjZNV19F1P8J4uelarlSFt1ea46wPem3NJc5Dm\nvmpGU2gKa9Hjgke87JU11agurotIF6EIerNjurimDyvkaEUIAnVCJ0FSpW5H0sUN+XrgfLXi7z9/\nh+98+R4XD46gCzQJqdaDCMumKwTN1jcKscVdjAnXOYjimVrmuMuWKpyc1TNG4AThQVbuXSVW2wTT\nBDlTpaBaSNXuP6VYENqeA7EK8kVEBKy4HObC6zkQm52zg2dBb1mO5XnAhxYMZvKYyNc7dNtTNw5X\nFM2CpoIrSl8sWJtqZRwnLseBp+OW7/nCC+AyOL535LhYe3ArQlhTxfFsVD5/WfnqUDm5yeTtQO0z\nEneUPpBcRbY3XI3wYqg8TQmpQp+VbtoR845prJRsIj0z7awWJaVMzpld2nEz3aAeju+fog4GncjV\nQedxXUfpLLkToiGvdcxM44682+FyoXcmFlOTPd9aTIREGqUsOuE0Ru5K5k5Snk/KrnPQbXBHZ1b7\nMFWc6wi+x8ceH3pc6PG+IziPK/vrKLUtWQ0FXOph60QXPL1WznTic3pJvn4G6Rz3dMsv6AVvyAVn\n+Qd09QmjH5k6xQtsvFG682RZvdqOXV1bStuiWACvAydV0Ph53jv7On94/1/zv939Ou8dfYmdnqBF\nOfWFB90TTsO7bMI5MZywO3qDH+zO+GB7hOYCNWB8UYf1FbC4rUw9ooHodiCO5B2TOEaFwTme6Q3P\neEFZHeE1M+kV13Wijx1RHJs6sY2gfYF4wTC+y+XTjuc3N0zpnF13RfzSa3T3T6i9MrnKVuAmjvQx\n0vtAHwNdyR9L1vmqRIQYAuMwLU3itT1b89MiqqSSjEx/ENy1qMFokGoJJlUTJEklIdW2jzEAFU84\nWN9vG3yt1sPOiTmZKizrjRMs2HQO7+rCRDhEYJxvfSeVjwVqLyNNlvgTkMBM2ywHSpFHmzXjOOGz\nMUly6+EYWq8071ow7po8vFq7BESIOeO1GsUxZZyHEIxhYdNVDYl4yS6/asxo5G2UbB9QzRXaMxIi\nzfO+ZePEbAMHdn8W/ljW0BbAzo7YLVtXfEPHymLvEGkKggGGS2IZCLHHrzaU0LNNhacfPeeHT5/w\n4eOnfOPvfsD3v/c9Pnr/A9KwI7uASI+PRumrNX0M+Tu8T3/a41XX5Edxqmc1U60gDmresb18xs31\nDf3n3iKtzwmrNXI18vqX77PqHNeijftjDCLavV+MrGjUUW1w5kGwdIimWcnIbdTU/JnWCqn1WJuZ\nJ4j1YoOZUjrf+9gxiG92PlNVWi81jHbvDtpBzTX57fDMid/zvQ5ZK/PPV7G6DreZz+Gnd933EeWr\n7r+fVJD2qsDsJxqs6eHM/+yGRwywcIquNvgHr9E9/Bz+zgN2cUUVR3cUTf27FEqZLAHsKl6kNel6\n9fiZI2ov35i3sl2LLP9BcKZ1fqrm1b75oo1quAgqzBzhz7qAVlAbcXQEOvVEGo0Eh2uImlQL2Jxa\n/6+gQmmy9haQFEZN7EgMRIaamSTT1ULQQodB6qpQciVNFZxl8KOTVlegqLrlkOdgbZmnWZKW9mA1\nOejFSElbVBAkQKQ1IQVUrUaslIqXgJNGJSxzHQDM0mXaKGYzGintPeVg2mW+LLoESiMmw1+aqlXW\nJqiiSgihUfd8EwKxTLBfsrwVrZlu1e+zoOU2BcTOWS1oDQEJHvVimU4xsw2FVIWeDq1K2g2k7UC3\n8kitiHiDdKiQEmU3MmwHLql8917PX3/xDu+/cUre9O1MK9VXJl+oYn2cjtWzofVDEjEwQZWglV4d\nnTP1NCmVlat0WlGpVClEUc4K3B8Kp9cTcRyhZkMzRQCjiLqqZA4Q4Zb1m++IxUEUlj5ziyiN132Q\nxiueL22UYDVncn5kclHqlCFVyHuntcwCC2JF2qUKNxQe68h7bHl7U3CD8Lkh8mLwfKsPbNc9ujrG\nuY4hb7lKI9uLiWG4JrsJCCQCPnh8BHRip5FJHdk5ggo6VdgNyO6GkASSqYvmZG0KSrUebyVPDGXL\n4Ab6kw39vUDwkUKl6ITD+gqlukPVVNKCGupRpomym/BJWWHOZynWvDzUYPQb54iqBOfw4jgrjnvZ\n8bgoo3ToGvzpGZIrNW3BRXy3IvRHxPUxoV9b2wi1NhIqewnwOStLS8aoQM3e0kCiBIG1FLq6JQ5P\nkJvHdDxG3Q6RG5zLlM7cHe+U2Bwl69NlSplz6ri0oBDvWLtCVxzFv8nbx7/L//rG7/E/P/o6H8QH\nyBgQLnnjqPLL60tO9VtMV3+Mnn+frrvHnZNfY3X8GyT/Na4uK2MxYaDCSC2J1imbvBK4Kax2A8e7\nieMEK/X4IlCURyvHI7fmcVnj6wUP+iu+sh6IIvRSEa4AR4iOTa8cy5Y7fuI0XXDzd+9w8eSazbtv\ncvdLb3D8+kPC3Q1lHRlj5UYGcO1ZFGvgG5qsuSk3BmLM9ppgc7UEa4cOi9kcETPE2ho9C4K65gzK\nvHbPTbOLhchVW42pEtxeWv/WeqYsQiO1QvVitGUnc0xgySlXCcESabNC48u0xsYy/xjK8PH/c+tY\nvHdL8JeTBS8hBEKp5Cnv1/iUkC4QnIdZVMFZfZoxQcTEejYbQrei5oEy+9kYHbeKQJ2FGl6BmolR\naWdE7HDc8g3cPvjSGdXQw0CNW4jL/LlDEa25Mfeho38onpXDzlKupUKx9isBj9eAL47sT7nkhMtt\n4dnTicdXF3z47Dnvf/AB3//B+7x48ZwhT+xubsgi0G8M5QWkKlILc3HGy6jeqx3nf7rx8n7+ofsV\nsDpqozaBDkw3F1xd3hD7NX7T44+PuXz8gofb+/TrblFWrQASmMmOiwcne3/jlfucg6CD15xzSPCt\nDtW3JuPSVDJtLZ8RMzvPl76v2UxKo8Vq42S2uk+7X+z6UQ1FsHvPtcRBaX7nZ9Vu/XyMT0LUXhVY\n/ST385P4zp+3kRUKHu2P4N5D/KM3cfceUuKGqUB0gaPjI7QU0jAY4FMLkiZy+rQw7ecIUTuMsPeZ\nkflv+1G1BRM2DqnAsv/S5Tdxt95Z9vPy70EcUQK9eHoVwkz1QJGakFanJrXgUAL2mdL+n8Ug97EW\ntpLYMrEjsKMjaiHUbMGLKlUsk16K4jJ4VUo4VIJsuaUlcznnYO2PNJnevVFqC8WBhD8tuBLf6ivw\nVLU+bkvD14OFpJRGscPU7w6zPofOAALizIhL8KCGoM1S/UUMTau1zHkqBOufFVt2OXij18w0mloL\ngtX/qRrlJnYmlpJbnYRSzAnwgeorGjHoqvMmkAJWL+cBLdQsy70gWB8YcQ5yIUvF45CxUsZEGSbG\nXPjgNPCNLx7xrbdOeHG6xkWPR0iC9fRtgXQvcOqEM6KpPYowAFnVVECrNa4NCrEKazxr7/GuEKVy\nUgsPhsz9y4HNMBFqtadQjX6rVfG5gjZVroNsMG4uT7Z/c60Hz8qB89eu03LnzAbmoN3BkvjwhoQ4\ndQRnYhNWSyVQtbWdscbTBIdmYaJyrYUXmnhCIpXC66PwhR2cFQhU/rpP3MhI8bDWylFS3JCplxNM\nI1ISIqFRgIUpZBBrUL7uOzpxrAdY3UAYHa7EhqgFcsqklJuz5UnZmSKrVMLkkeSRItRidYMOkFrw\nzcHsWnt4zcBQYCjE4oxGC2Q8GZoQjgk6BCodQkmZY5S7NXCijnOnpM5Rp4T6G6tZ9KY2GtYb4tER\nvlsjxYRdjFZHy9ZaU+ImOWiy7c7h4oai1nh9oiOFSNGOKa8h3yNpj+oTVApnmlinRGhKg8mDBKHz\n89VvSRWgqjNDIpETIh+cfIE/O/4t/u87/5o/OvsaP/SPKCUQdeJs7fiX9x2/5p9x+ewbPLn+G2R3\nhXBNnQrHD054sPpN0uXIWNXktZ0YqoghGiXsiJcvuPv9x7z24SX3bzJn1XNcHZtU+HV3zr89u8KF\nU3rgv3OXfCV8yIfTDQOFnXOIi0TX0TnBa+LEB+4i5KuR3fvnPP/oiuHdx5y8+ZDNWw9Yv/UId++Y\n0gvZCyk02rGbcN4xPxUhBLquo+s7Nuu+1QEfiAw0JsIME9iyWqy29aDGdkbXVGztcs5qdHCzIqHR\nJ2dFSIE9ImY0B2bK1lQMYg1B8M7bTzH3VURbH8J9d8XlWW7IUIU9vZFDO9rsazuzqnVpRQBYsmZG\nHFzAR3ut+p6kO0vWpMxuHK12yIlRhVug5n0wtM0Hus5xduc+w82Wmxc/JOVEpFFD2/GXAzt/OBb6\nWktqyvynee2H/gF1Xx/98rBArS7JxkNvfAnW1GxlrrPt29fDz0GkH29wYDWMIZKJ3GQYpswwZj4c\nIt+/Fj58ccX7T895fH7NzW5gGh25PkI3xzA+QfoTuuOJtL2mbK8p04CnGDpJC1AOrtXLdM3PHjMD\n5yczfpzgULCEsSH2BScT0+6a8+fnFAR33OPun/Hso+9w+ewum5MN7slTrKGRUUsNnmKPnNkXLwlo\nsMTW7IvA4X196wTae3OD9/32KsZCmvOewks0RLGaY0O27WdlVp42ASLfGECUsoAGRiOXFrB+XEDj\nHzO3/3RDeflwDo9vfnY+KaD6kZDWf8TR/TwNw0w+/WyyBFhvcA8e4R+9AWf3mcLKknvRyi3SlBu4\nYj6Jq9kSzVcXn/rdP3NE7eWxXPwWo8nyOvsFV029q7bt5szL/DmbVPvn0+a2VV/hxBNdoJNI1IA3\nXoURKzQ1mNsCitACO9NRMuctoySFTGYksZPIjsxAYiWRTYP3azOS0hqF1jw/5LMRMyW/qgYciTRZ\nEzc7DvvgqTTp//mcXQtsnZ8nY1+j552Jcah2Ztdzk+gvB1SPFgTeMoYvDZkXzFbwPmepSqtTy7Us\nLQnm7NSsgtaFmfZoQiHCXLyb93UdIou8tDP+gS3M0GoxHBqA2IK0aHODMyUnYylWvGvSvyWjIvSb\nFUiEnE0ooAj+OpO2A9MwMlD4/oM13/gXJ3zvjROmdc8qBu4UT/UwRZvbWjO9wD0RTn1HwrEVXVTa\nHLOENoa+4oji6RBEC+si3MvCG9vEw6uJOLUgNAAS8AI6FUQrkivSNyewzvQeljkCuw4WhMnBc2JI\ntGsPhmozbA19VVWrg2vbGg2p1a+oorkipVGJa8uSitFFioLUSsqZPCXGlJhy5qwqp0W4N0ysqmPs\nIqUfeb9C8hNv3sCjrHQA6gklEjQQXGQlQqdKwuGq0KmwEaETT48SiES3QYtQtSxYt1YMcVU7xp41\nRzhKEeoIebC2Cy4LnZr8tGKISqieOiXGyx3j5YCMytr1zaHOZIEiAaGS7U4lUEzARZUjFe5o4KSp\n2qXgKD4CAR87tIto6NAQIXZIt8JVwBXUC7UkNM8JWZtvV83JFudR12ovq1BrBO2obBDuoLJDyn22\n+j5Z3mUIP+QsX3FUJoJLqBacU6Iv7dqzOD8QUO3BH/HO5jf4D3e+xv9y73f5Tv8VzuUMSYJ3SomR\nu0fKr54IvzAmvrN7DmWkXx1T04rtlCBt8X5ES0KrQxvF3gMhK1xPnJ1/wMNvP+Zz7z3mzaeXrEdL\nTTuEdSm8Wd7jf1r/Cb95/ASRG+5O73J/esJHFdyqo8YTcBNZhak4xgkmV6m5wlDwk4NdIu2e8PSj\nC+L3H3PnS+ccff415N6GcLxGj3u2XUPMYGlF4L2n7xKxS0yTtQSxYMPqgZcMMDMp6+NrIdKcQYxO\nGKLV3br2Cd9QMVWrN5N5/dY9LZ/m3BWaDLoIzile9uqH3s+zdjszrS8FKTM69CqGyr5mx1Qrq1py\nECDnvCT9quvJ1YLWIU1sp4yIJ0sgaUKnBLQEg+GAlKpILkxTxkmkX605Ojnl5vwppU5ERxOqkmUt\nW87h4P8LxVF4dQ+zg6HwsUDtNp1qT9t/VenDvM9XibzM20R/h7HCdVJeTMqTMfPD65EfXm55drPl\n2c5zMXXsqrDLR6TVMdqZeBd5i+QBn8+gZOp0g6wuqP057C7I05ZSEqGwiDkdNtt+uUzj08en4U4/\nrTEfQ0BkAimk3TXPnr5gnAp+syI8usfVOzsuzs9Z3zkGT2tQ7dr6iK1T7frvaY5732NGd1/1PKrO\nJRs0G9eSIW6fHKm1tc/QA/GWWdxGbb9zf9i5ZRIzPtCau1N1j4bo4dy3ZLly6xq+DEK86riXWfwZ\nIU4/Gr31x0TbXnFOP9GAtSV1Pv0QfgoB8vEp8d4jwqPXqGf3yd0a9YHOR1Y+Ik5IueC1WkK/VlzO\nuGlEpvETQnsbPzeI2suvwz7r0V5dgrX5E/us4h6x/rTr9fEMnj2Y3pmQSNdERBaBCiqObAhRzfvM\nKtLMplrgpkLCivdTExWxflqVIrR+YkvyxWpFqtFkFAeiVGdqMapz8APiaqOmSaN07s9jXpSAfXNX\naYFplX1D6gPDNSNjlZmrb+957y2AfAXlYjZkpZTFeJaWkayqrYjc6I2lFJMhLlYEPx+7F0fwwYK1\n1aqJmdh2s/MRggUquNsG1jlnmeRZjRKQ4I326AR1CtHjOpNUrqXSIwu8POVEFzxSIU2T8YezwC4z\n7QbGYWBXC49PA+++ueH53XXIc74AACAASURBVA3EnrUXXqsdXhyjmDLgqJWAcE8cPcKIwd0Joyw5\n9TgvVmOXZ5QEaNLNUQqnWXk4wr1dRlIyJTQvTayAZc4lVWo0JcBSisnsq8Hn+8y/20t5y6GYiKE2\ni9TyfF2XYv4DJ2n+WytlyqRxwk8ZKX7J3Kta7U0uBaZCHjJ1SDAlmDKxg6Ev3JTMpjh+bes5eaY8\nu7Tn40SV+xWTrA2myoVGavBkrwSn0EU0l0b3U0KTi67OUWNnmVDXlFfFKLwZU/PK7XqjyWjFu8x4\nMxFuBtxa6FaGdIiA946aMuP1wNXTC7bn1+hYWfsNWTIlw4RRHYsWy/jqtDz7K+/ZOM8xjpkca+og\nwdCIfoXEniImh+9paLS3Hm6SLRjWefFpHzcxX8vDjr40FT+QXK1uTgXCikog1S8xyhE3bsOop6Th\nQ1J6wnF3yfrEqJXFdE6oyvJcCREnK5I/4f9889/yB5sv8Vfr3+CGN+mBFK5Qn/HaEepTTgjc9WuC\nO2Z0Pa7zSFgh4S6uOyNNO0NcpW+JNUsCcD2RHo/8+l9/wOe+/RH3Lq7oJJNc4EVQfFAchVV+xufL\nn/Km/DlT3bLNO/o6cOqPuLsKuKBUHygpUMIa7Y6QrqfWSCpG5Yzq8Vmog+JfjNBfMExKftzh7hxR\nHxxxcyfSdR193y+Kj1bbWHDDyDDYGhhjNKGjGJvkvV2feBC8zY5VVRPBmQOFfhXRZN+r1Z7VEMJ+\nbfYtJy97JOiWPD8WpJdaGMcmXlUD0nlcZ6j3jLzM49CxBwgNHf+kmhfrxaXtOKx/Vq2VlBLjODKO\nI9mvmFJGES6vrrneDmyOTlhtNuACOSemqSy2RFDSNDFRyTmTph5/vMbHSOsch8n4V6QIOaWWQNqv\nQR+zy2LB2qt8g+VcXgrCDt+bGQaHFMeX35//Lk3PD/Y127Q/vxae3Uw8vhz48HriyQjn2XNTA5Pe\nIelEdcVEA9YbTBkjwXSDm0ByoNRjSAPkLXF9imyOSdc99fo5mgbK1W5JRAIL7fJVSOFPY/zYDq0a\nij63hHBSSNPAxfkFY0ocrSLh7im5VnbjwOpotdS340CLLmzBGXm2X9gjGXMA1JL4yybt/T3zZ/Yh\n9oiXa8jczMySgyRyRZZ515bIULXestYzrS620n5areWCqNGStQsDZj+XnxakHW7zsxqfSnn9CcU2\n/+Q1aj+l8VnXqbt7n/7h63DnHkO/priOGHtWIbJq5+pCRx1HcsrUcaTsrhgvnqPbTxPn/1kjat7N\nwBnuYPFcHob5b7XsME5nsMiMTsu4KCyZlzlDqe2luSxcDh/sFn8XVxFf2eiKu+WUu3LEujqkJFBp\nBa3ZoG6x4CSo0IkjVkcqDi8eJ4aCFFdJLjNI4obESjI9E10dkGJy7l4cDqVqIpOaWlxnIgO5Ultf\nABOBsZooo9fMUWijzzQhAkHwLdizYGafPfTe74256SjjiFjj5Eyd1aW84MX43EWbqiBii2cL0vKU\ncU1hsmjFeUfWylQLSY3SmWoha8V7y2Q5EVN2XK3YrFb0q46w9kQfqEmZhsQ4JkKIHJ8eWcZBG4LU\nqJC+XbdFCUtlYTsaZcwCj1pBvCOGzq795Rb56Bx/voV+A32weZuUkAJVMzkP5HHk+3fW/OlbD3n3\n7l1wK07Ecepg08EpIKWStDKJQ8URa0ZdxuNZi2dCGbWgwRT8fGtump2QPMRSCaWwFvu+k2litd01\n9UaPtHk2Z80hMaJiTZVLrXYdmpR2OVSXqro4QpZBtjYF0mon53t9lhlH90qpe4qJoq6SpSJSiang\nJpPVLkAeRsrNSBono+0V5fk08Xbd8VgTx7UnlkwOnvONslWPk44HN8pbZeRRyRyrcqpwL8OquqZA\nmqFkwDE6z+AiHx1FLqLjqCp3xsJZSnhtvG9v2UxxFaeZ0FnCpmZdGNFFBK2efFPYPd4SfKCXYAHK\nupDigOoEQ2V6ds30gxfIi4muOIIX1JtSm1fwWgkqUB0VD9X6/nV4zvA8LMrDBOvs2DmBMyGOO3R0\n7DJMHlMtlY7gjgjRQx6o0qF4o2LWYte+ZFOAdJEqwsrgdBOpia2vU1VKsRYGO1mhvI6TM+AtqrzP\nTt7mNL/H2fCcM2dS7koh1pGQCmsfOV9/iW+c/Q5/fvSr/Ps7/z2P/Rk3/j7gyW5c+igKjku35aO8\n5Vf8ll+48xqX9YsMaWATH+KOvsoPw1d4Nm3IWAILK7klPN/xpb96n6//xRPuPn9GubjBdUroPD45\ngnoinqKVUSfQa9y0oysjkyQ6Uc70LscBtKtAt+8GrZ7en0JeQwVvmQuys95Wrl2/eJNhm3DPR/Lj\nK/RE0M2KtF7hTo9wmx56j9901Jq52PVkMrErxJKIE/Qhsok9vYtmK5ZElsf7aGIaopSUKCUhw2Qi\nR856s+WcARYBkuvQeuuhODJdqEQvRgsP7mDtrqY6WmDMmTF3rCrEIERnYkomLGL2QdnLwhfVZd3d\nO7sN4W+20p6VmdJsCZhhrNzsMruhQL2gFm3UaWXddWgtTLvBFg1Zo8Gbc10T0UNceaYMQyqoy2zq\niAuOGDt2V5dU1xF9R8ojLjpS1kZ/nAn9B7ZZ5pi/JUu1qU22Fi4iSgiRscmtz61tnCg1G0xtdm+y\ntc55Sp1g2lpPwRCZCECgK45t8VwW4bw6nk+FZ7uJp9c33OwGvnXRsc3KkApDUUYVChWkGOrjO6OO\n+9Ao5B6Cs6RTOTa/ZdhBTpBHcpmQ/gSNR9Adw3BJ9dekcUDyiEmlFpyq2WnjRSzXbanhcuYfSS2A\n3mrd86rxD3WIP2n7T3NUlY6KoHKDuIzqirKrbD+8YLgaOX2rR+8Iu5Njnr6oPAx32AQYNVGy4KXD\n1SaN385ZcVjNviUfigjZWcIvOGMbaW79CoP1scqw1N/jfAvyhFpndMsUWOeK9rlvoXrXnotqisqI\nIcXOE7y5yYW2TTTqb8hqFPaGBDo8bv6O2dJ+wtTP9altwplRBkv87Wd1/+MAdVv++Xhi/TDwE/mM\n6z4jB4fHdeuaYvT8g0D48B4wdsDBYb7qvhE1sKIhKbc2aY76Z1XzfRK769Y2n/EdnzmqHjAW5mPd\nH684rDVUU/f24phUqOLh6AQ5OSO/8XncvYew6ihV8b7iXePkiK3nQyr4XJBxR7m8Yry6sNrfn2vV\nx3ZXWtb+4IK07KzOkvytDmupxZrHDI3Pt5fc/nl48XS/VYvpLLDz3tFL5Ig1G+2IVRDNoI22UkuT\nuxeCWGFqaOIjXq22x+hYxhUrVEY12uOgiW2d6CaPE6NWhlYnMYtxOKloDlRnTrC1GjDjtNAyiqJF\nW8Zoj3R4aUa51TpotflRMWrojLboknltlDEVtDZBCmZ6lEMN92duNGIZJrtGqnsBC3GW8SxaSbUw\nNYNRGrTpgreARRwxGJIWvSFBtfWSc94EVHJOgFJZ2Q3h7JYUFVxtgUS7enPrKmlGytYqawJdcsVF\na9StAuwSspuIWTHOXVvAVZEEYylM48i1Vr57f83fvn7K+XrTiE6zIQ5ErfZgYYpr+CYzUxPBCcEF\nUimMxdTuYjHZee9Mvj9igWUUOFY4S8rxkOmmvJQUAq3+0u77KgLOUXNdsvPiDqkaRlNCm/BAu5ct\noznXMWrLCsqtbOBM2ZoXeRExR1gt6eCxizsXYZdS0SlRh0QaEuOucj6MPNfERYDTvuPRFq5XkYtO\nuPJWzN2VzHrK3J8Kd5PRHiOGVovTlnyBolY3hvOMnWfXeY6mzKpm+tL6MNVggWujAIeABVDaBFC0\nUe4QXBHYFvLTLWMVtkNGn28JK0eNVrsmQ2G6mtCLkX6w2i0t1hBeGirt1GorTSGsdT2rlvCIETYK\nJ+pYqzNHrff44yMmVcYyMslcZ+NwEvAh4kgmbELEa8bXhKv5IOsrIFb/ZAX22hI3Jvk5k/Byr2hZ\nI7Km6hG560jisD53J5ThglRGXL/C9WfcxDW1e43vnv5Lfv/+f8Mfnn2Fd3mAujWm1jhSZAdiQiDZ\nwbnv+dvpii/3kS/c/zWOTz/P+TiwLcc84S2upzfZjh1jsNpP0oS7uObL33rO1//0Ix69/xhfJm6k\nQhdx4unU06mj185Q7bTF54kqHcgawkRO12S1dc0FT0liAQ02V55ATkLO1ZxXZ2I+EiNxvaZbrQmx\ng2mi7gouVfobKPWaoQwMxx3x3obwYMP6jXuwCiR3j5Qm6qjI5JHgEF/RDgaXCcECee89MQRCrA2Z\nM2TQ1iBbxUTMUcvF6hE1G+WvoCYGAjitdNHRtXrdLoQmyW+WSpon5pNjyEqXCl0IBDI+eKuti3u0\nzuxkqx2rVs8mzagKuiT7VExdslbrW1VVyBWmpExVrJ9hS/I439paVBhTIedGlxazd62pID4IXYxI\nCpDBh46qlfXmiKOTE66fPmEcE33XatM8ixBIPWjBs5j0hhrqQssvpmoZPKXkprysFAKlsTK02UlR\nO09XCqJWazQplCJEIs4LU3W8GCtXU2a7LTzfZT68nvhwV3gyKuepcp0LU6ncZBOPWXpaunmdVawB\nTQetppd5LQ/RFEAxtVjx3tCXlKhpwvmA8wHpehhOqd0F9eYSdlcwGhJHa5ljRsgcWV0CgDkNvczW\nzxyVAVBLZ6MktDU011wYzq/ZXlzjfnFDdxzQ42MubyY2bkNwjsFZQOPF2fNjX8Z8/u0VGnmYKgfl\nF0viuik7ypydtISqoXuy+JmzJv9cRrII0LRnpaqVp4iz1iWq2r67BXnOGYrmraRgTiLn+QhFoH4y\nCU9e/v8MFC73/8ev4yuDH91f/8/c9tOGvvwNL3/nDIzo3qe+FQhKW2M+dRc250vE8/KbP+Khvrzf\ng58/0nl/1vMxP1aH8QS3rxMlmY8mjiIVlQCrI9y91+gfvs545z5ptUaCg1qtfVQrFQFHyhMpDUy7\nEb8bqbstOk3mu8SOT+uk9jMN1G4lDubofqFjtTfmoG35/6turh9veOfpfKTzkeg8zU21WoLGRzYA\noyEXeHwTo7DmhqYM+f+y9y6/lm1ZetdvzMdae+9z4px4R95HVmals8oq2+WSMTYY2xQqWzR4GNHA\nICEZ4yZIQA+bf8CCjkUDiQYIEELClmiYBg3LPAWYsgsbq5xZrnxUPu7NvDfixo3Heey915pzjkFj\nzLX3ibjPdN6yS4J1FTdOnLPP3mvNNdecY3zjG98X8TJ67Sbb1SrFZibL7C2yt8hQJ3bBE0GTQDSn\nqsTWE7LW0NAXLO1rf3OvMy8aaUdSjaVcsiCnyxDSN2SVG8Kzr5SyF9RGDv+0ZXGyRX1JkEWIoK9t\ny/dLXZYkQ6tXe+ZWKa322+QJiquqBXJMHtik2Kl9SpmbXztOd8wxYSwUCG8oXkxbQ+wNvZ7RekKR\nFoEV6wG+q0wt1+9nHtwDSwJxvYGclxwIM6cnbbdbpu3E+yvh77+15v1HG+omYVGZxJgVSki0kJDo\nY6kBJPVNYeeU0xhcgGasBWswSuCkj3C2wNqkK/cJt4twf2ec7Y1YfSMDulqW329tLkMvKrRaD8nU\n64aoh+SLnrSJ+D7Vx8cOM0AOSNHHcsslOcK4SN77zYC29NoJUiHtGturmRfXlYtppkSjZuFiVO7v\n3Gg4xkDMnoCPBiuEVXPBHMPnURP880Q68OLAhQv6BIb+tYTgiZMGsgWKOECAJE/UF+AgutphUmE0\nl3a2WQkXFWs75uuCrgIhQUjJc/Dqje+ZRJZMCf57ixhDEE94g/XevT7dvJrce5yAlQQ24jVtC4E2\njujVFpPgVhVWu5+iEkQYUiZJJAdzoEfxdcZ6ZaA5gOF9iA5SIB03UXzehwARWhVqA9FEDg8dBW6n\nVJ4x82Ou6mNU1lwPd3l68jY/Pvs63z373fy9k5/l+8M9KBWR0tHjhvQRMEmeNNsZ39zu2Ezwh05u\n86XNz5E3wvO98K3Lkd/arpknQUOEVMjPX/K7fuMx/8SvPeZLP77iRWucWGMVMpFIrJA1e7+mrtA6\nEKoitmaff4Yp3uEyFEb7NheTUjQQqwenKSo5VMaoJDPqpJQCKg6aEIQ0rkirFZYTLQZ0SN57JYE8\nC+XiJdPlE2QotIsNuZ7DsKWdrpgo6H5GJ3W/u9UaXY3s1zM6JoYxscqJYUjo4LLKXtnqFS5JmAxo\nc5zetykPPGtraFFMi/vn4Gv5FIOv/yGQUybneFCT9DXMQ9QYiz9XIqSgDnwNhSHHTq2Ug8dkVPdq\nPAiKmEshHPqfMSq1+4D1KnT3J4xBGHMkh9zDs+AS9GJIpSefDaVAgBqFFoxmQtXFMsSBzdYgjwOn\nt855Oq64ur5E4kjMA6WWV5gzC+XsuEUt1LZuym0KEgnqz0ip7k2qFnuFzSngtfqYQ6C0hlQXBdoT\nqSFhFtk+v+T95xe8dzHzwQxPqrEtxtUM1zWwJ9FCxuLY95ZFqfNmYLyAw8uGooB7h0nvGZYQPBnD\nIJ6itWGlQp2ROROGERk2MG4Jwyl1OMXGC2R3gewusXnydovaEG1IU8TUWUcS3IoHDlHJ74TjuAf5\neuKMqMr2+oJnz57xdXmLfLJiXK+5/vCSMAyElJHq8/sjieYhBHw1iV8qOGIceuVDDId+sqUfewkf\n6bYBx7y3J2c9MVsi8cOcxJDoIiRe0fUHZUmUe+58AD5fP+efbMw++gs3E5JP+vnned/PRy20zzzn\nQz/8J3zOzZ9+4md+TOXu83z2K+fxWnK2fP4Xdogc7y1HLYjjYWSLWPDdUiXA+pRw7wHx3gPC2W0k\nDjQFUfd5jSm7R26bvXeyNuK0Z766Qvd7pHYLE8NZfJ9y/KOlPtoxCTp8oz9EwpKw2eHBXBq7v6gj\nSWQVRtZxYAyZZN4XElmUy+zQxB1RXAYkdHy9J2jqG2XsZeCGMmthb8Fl+iWxJzFS2LdCVudEJw1o\n0G6u3Vi8zaTD+Wbe9HoU5qAvJnoIqg89Rt0bRnrQ6GuPo21Ln5J0VGRZ2FJyU1xV8wqHubfDIl8r\nPWlq2METrbTKoYStMGtlatW9rQT3YuvUmxg8EMkp9YDEz6vWShOnEyw/b5j3gMTo5rIWiDd68jyS\nEPdGyR7AW698EF15LXZlHYkJq0rZF7Ik5HSDhOCcYFWsKPNuplzs2O8bP3i45ps/c8oHD06wdUaS\nEHqz52LFMESnLFmww8LdsCXSoXYvIqd6JsbBHfYyxmBGjMYauNvg/lY52TtVzBvs441936uqtgAW\nclzLjmCPeO9fDE4P1X5OvQK8qNB5GtThwn7PXl14FqGDY8Jupm56PRdsrk43LIruFbbKftf4sDae\nY0whMKXAlcy8fx6Yoz+kd5pwMhvr2bg9GZsC2RYfOr9XIYoj6/363INKiSpkDf76bpwc1MV+jlRn\nQCMWDAsc6B3+rHb6qAmpRoZ9JFskT8KiihroCXaKhJyx7GqXVQwNRlTvmYvmemSxZ0o+39yoEhGy\nGBsLnCjE5sqvNWXII1abm0pbpVBo5vSHGCM5RIYovR/WEzVqV2OtjZjSQRDCgz+6/Yb0Mh8+cNHQ\nWdAmmA0QVmg4Z7Yrij3ihTzlvZD59vo+v3X2VZ6cf42L4U2u2jltHhCbO6XF/0QTzCItJLCEzKd8\n0Cb+TzV+sIc3tokc1jzZR354lXk+JUqoiCnj9Y6f/e6H/NP/92O++oMXzLVy1xLKTLAAxWmRWTOZ\nBG2g1YF9eMDz9Bbf5ffyst1F6zVv2cw2fsCuJLQWLDZUr0mhcJoHUkvULU5FzaNXZwYhrEdYDUzB\nQBqWurl3mbFSKHoNcU9IFQmRWveUi5fM0w7dTdi+US9mLmcjjSOcjHA2kG5vOLtzim3W6DDQxuTJ\ndBSvtA3ZkVPrfUXLvYvOuHB6FaROgVF1ZdxSQELsGzoMRT1Rk0Vmf0n3OFR5hyzk2EhT6xX7SM6x\nCzQNRFOi9N64ReHSxINmwPmpLn1/Q2wUQfq8XPp1lNYUbZXWjNIatSmlNhBDm1CKy8zHXl0oxXvr\n6hxIJLIkhvUJ6/PbPH/+DEU5u7Xp/lSecPSw+LjGmbkUvjZk6Y02pdZGKdX3ouaafFE94SwKpVcD\nKw7ZNYQVPRlabZij8N7Tx3zjO+/z7R/+mBdTZJtWbMeEpQHyBhk2npgSDkwHk26u/UpEKdAFvvxv\nt6YIsYOGN9fYEPz9E8jggiusNth+g6YNliZC3sBwiqzOCdMlcv0C212g+y263xFs53s03uYo0tVE\nRbqN17E/+dOOT6UtfhEBr2mv2sZu0aEgM/vtSz548gFmiTQODJuR93645e7JinG94WK6AJGDm9oC\ntVqf//YaOH+odyzBf0/QnDJ58x2WL+T4S0vw7VSpg5poH6A+DsrC1FpYT7pYQvXXYTfsVfoH9bO9\nMZt/yuF87Z583gTNT3G5ls/4nRvj+knHZys+vvrzjySZ9uqr/kHm2qfpWNy85p/mWKjiN9/3pvqq\n4O1BFXO64/qUdP8R+eGb6OltpjS4AFnIhNgZdgZ0CneZZtruGt1dwH4HpfT39Sml06fV035HJGr9\nC7NDwLigFa8LHshrD+xPeyQCK8msZGCURDYh4VS15U8O8eCjHXrCKAjBvDcsqfTEzl+gNKrBZIE9\nM3vJ7MPASGVvhWyh07Z8kTeBzKuJWqAHaT3oDOIo+s0m28P43BANiV0a+rCQsaxPN9WujjLUMTqF\nJQQXN6G2GxPfZaVbU0orTLXQDgPvwcZSTVvklrMkpwNGV2hMixGrK2r4uHXPHTiOpfQEPYg39S7o\nmHQaZ691eEUl+KJs2ty/Bw+aYkyEIftmeb2nbmcPClcrR2dLRathU2O62qJXey5y4rtvnvHOm+fs\nT7zyNsbAmcGJwNqEtXo1rIVIFqNUr3JOQ/YgwRrXWtnhldY9jQHwTiTr1RTlFONeVc73lVz0sAn4\nQIQbQO1CcX0NoZJjsrZU10y0C9L4xPRtpvXHabERfRURewWRwqtSy3xRVVpp6Fxd3S1A21fKdWG3\nr3zYlPcjPE2R62zUrGgV3l8JsRl3942He3iwh6E0clVyE6+S9fkcYugI6NFguApstSEtMIoyNk+S\nlwZtB0GcSrRQf5Z5r932ouF9dmax00EDkUy2wRM/oEkg9yRNQqe6NN+YYwyEXvlyg3UlqM9fCREN\nbi6eQsaCMppyS+FWEVaTcXUSsTzAaoOYB4szjWIzVb2yBkt/kZ9jaNqrSk7n0tqIzav5yFId9+dC\nb9BMpPtLWvK+DVGh2YYSsosX2DkzX+YHOfKNfMJ30n0mO4EZkAIWXdSFjEuOdlNvq5gl1CJpygjn\nvJDA8/2Wb08OOpQ5sa8DFhOkxvBiz8/95jP+yV/7gJ/94XNinTAJbGRgbzPFIjobsQnZnPaJZiSs\n+HB4xP9lf4D/9eJrPJsGHsoH/PH1I0ZRrnWFxgZhoswvyTpzNpwSr9bMlwmxFXEcqVkIYyTdWiMn\nAy0LlUqjUVphbldou0bXM9xKyGagnm6wPFK3Qrk20ssrWm1sL7bsdhMaDRkh3Qqc3DkhX58gpyNl\nWBPHNWFcE8YNeX3KsA7k3EhM0JVpw7IuiRA67Ttb9HnRXFioNKWpe3CKFmpzU2l/9hdgww60N1dr\nFGoSknpSFyqkpkwVclISSg6BnK1TI3v9bgHyOkt3WVCCeI+NiHQmhCc7dNDORbSWNanrWZkDCkV8\nLUmauvS0EIr/zjQL06Ccn2y49+hNnj17xtWLD0ECQ3KKmizoq3TRB+iUTOuVpK6UbEbVerCBaT1A\nz83PvVqAYUVenxLzCskD4/qEs3GD5RUX44pSJz58+ZRvvXzB956/pKXbPhAWHZSwgJhCq70/zCvm\n5RCA80pA74uz79/ESEiR0NcI3+m85x4T728N0DNo0AELAyojhILlActrZLWD+Rpb3YLr57B9Cekl\nuhXqvCeoErT2RM2BXOnQFNY+k9n1RRyfmQwCRypoQ2Rmni558uQD5lnZDELerHh+ccX9t+6y2Zyh\nz6/wFOemeEoH7A+lM//c0IElWV5yIwZqBmbNqxm4SfyScHm+djS/FnG6e+jgNfR71gHoRS3b8H7O\nm0maiPi53lAvXYKymz1NP8lYvkL9/VyVsOWUvpik8NOO1wV4Xj0Hc1DxI+f2yeflK9Kr//5Jz+e3\nRYSkJ/XHBNdbTPzw+1otUGOCzQnp3kOGR28Qzu9T40A1CCkTUnbBsjrTSkFqpe32tN0W3V7C/go6\nMy3Cwae2lS+goiYi58B/Bvw+fE7/OeBbwF8GvgJ8H/jTZvayv/4v9NdU4N81s7/2ce97CCGNg7n1\nMiFkUQg4fI9De9qriMk/+BEJjCRGEgORjPtfJcRRdcR7q9QrHU0FUVdyi70/KKobH4d+gir+kBdp\n7KnsKAw2kzUxMpPUpcIxR+GiQtPWpdeXP7HvYQu1QY4BOsdxOKIWxuJEskg/H/r7dEEIlLaYW2t4\n5cFzFFcItA5UOYGnqTLVwjzP7GtxtcWONBX1/rTmGRYEIUQhpcgwZMY8eF9Fr6Rpq4QQGVL2vqnF\nsLi1/vR60CzWzZUPC3Gn+XVpPOt9SmpLxROvAuaE5OTNxS+2tOsJHRcyq2+aUsHmyrTduXfam2u+\n/dXbPL93jqURQmQMcNsSt3PklkXWBmszNAQGPNadzZhyohVjVqUIzD0ZjVpoZeY0RiyCiHJC4141\n7u8am+2M1MqxwtUR2kOSFvo98THxIpIcVrjD5rG8ZkESD4bZ/XnpUM1SfV3ARVseODr+0U3O/W06\ntaQZFHUK7b5Qp8az1ngnKN+LxosU0BQZQuSkRVIVQq2cFuX2bJxP5v5w/RyDipscIxBBDxSVA+xA\nEyWqsar+J1bvT6mGq245edUTml5FPM5h7werwa936VlrLFLf/lmahCZeK8e6RQXqNAYxrwiLCzUk\nizSxg1y+9g1+EBeiGVU5a05n3RThigzDBjbi/oB19oqaFpoVVKv3X4p4kJcgDJnYjGgVKq4UWptr\nFUiXeQ/u17iI5gjSRh3E8QAAIABJREFUE0glZq8EtrqojwkWvYo/c4vzFvmZy8wuKo/LS7bjjI1n\nSLtFbokyuKcaIWJdLCV2qX3T4sluug2ypmplXxPY4NYYUlhdbPn6t5/xx/7mY37Xt55Sd1uqGKMK\nkwiDrcDc426wSCa5+FKMxFXm5fgGv16/xt948ZBpv+MX1sblsGbHHS7q6JL/dolNFwzVOJXb6NUp\n09UaS2taisg6E9YZOR2po1ClMLWZ1gq1zahskXGPjYKcrKlDZg4jzIl2YVgx5utrqim7tqfEGUkz\n0WbCrhJItKkyDcI8rJHVGWFzl3TrPvn0PvP6nDiMEIWUM3nI7tcXemDYzaTjIuOfAzmJb9bFRYda\nW+Txu6F1cFNtB6fk8NzWvlZKdODC6GuaeUU/0qghUEyprXbwQXxu+/LZaTk9YIVX2q/iARgJREmk\nqrRo1OaJy2Ru3q2tMpmhBPI4sgqJnDKBQC0FIyBxQGPm9N4DvvL1n+eH3/lNrp4/42Q1knOnaYvT\n52utXl0zaK06VVAdlGlmzK0xVxc1kOjWKzFFQsrcObvN+f2HrM7OIY8QM2kYGUW4LI0LbVxe7nhS\nt7xoO1oEBhf/iBqh9cperYcCzQE0OwT6vj7b4XvhkKwtoOKiiHz4ewkydOmtVqwDsTaMSBiQ0bB5\ngHmFlYlW917dy2tk3MC4wYY17foSnXfIfE2oM2Jd0lUyrjp2NFP/R3UcQrGlX4KGSKHUHR88ecLF\niy2372SG0w0vt9dYeMTJrTuove/zMix71+GN/P83CkOHOWx0JkUHF+nVYZziu1D/wyGppidZ4fDO\nx7dd6mDH/xZFUT2UnDuwvICLcIhLfF+9WUX6YpOIT6Y/yme+7rf38w//eO36X3udHMGm5fhIde0n\nQBl+u64TFmDgmAS/SiEVNK6QW2cM9x+S7z9CT24xSXYAOGdCzB5P1YrV2UVu5j1te4VNE6EVB6DM\n256CwTzvqdPswOenHJ+3ovYfA/+Dmf0rIpKAE+A/AP66mf1HIvLvA38B+PMi8nuAPw38AvA28NdF\n5OfsY+/48vcx4ZAFlejI2fL3wUTQfDDlCygyRxMGXJbfxUHkwC6KuJJU0mOgH3olLQRxIZGF/tgD\nXFHDoisgVmvMVLY6kczVzsaQGVQIliE4FSrGZbERpCw9SXh/loaebC0bbOdy2xFhMldYIMqNHWJB\ne5Zh7RTKhdJiFvrXDbWGSDhU2dyQ14BGqZW5FKc3qqNVi9da7cqGFoSQ3X8oRe87G4eB9bAip+TV\nQfOkO0gfJ3olo/cnuIx/OCC/npD4IrmoDoUeSSy9AEHEm/6Ti1dIdsqYzhP6cotMTvNhKmgQrBo2\nN2xXKNOeZyN888sbvvOVM65PT4ABIZBEvYcoerU0tW58bh7wOw1SXKWzqSs9hYirtTUmU6J5VWgO\nkFFOqvLGVnl0WVhd7rH95E3/Xc7YzEC7ZcPh3gnWTXNDPFafliqS6dLLob4YhkhIwfvpRA/8fZ0d\nvbm5GB4et74wLUFb7E3YRqA182b9qVKq8j6V76TGd5NwmWAMyhvVuDcHHl0HZm2szFihxGh9f/Te\nEppXhDQKLYl74UU7AAQNNxSPAkMT1lVJvT/AQ5Dq1NIlYfEL8hS3z11XTYos24Cb5roIxxKFmhhV\nl+fCEzNz3WYWW6l4CFQ7HVciZhGNCWm+HpjCOsC5Re5o4JYGnoeBsko94dpT28yshWoFFaeM3Uy6\nRSKS8Yq8Bad7mRAUpGqvyjjts4q5atkSWoTkuZ42oCLSenOhBysFA1XeKHB2ZdzWyvemwuOTLRen\nz9lpZCV3ueY2U7wHrDn0ANPAKmX0BujURkbNWNujJl5ZtD23Xr7ka7/xjD/6q0/4+b//DL3edTEh\nmPoSlVh5T6JUknRGQlDIBgNImlmHLY/ijtXqBb/71nvcGq55/3LFiylAaQztBat5z0kZGO02trtH\n0TV2a6QmJZ+skJyZMzT2FHV1PbQSopHGjOSApoAN2e00dkbbFuYXW6RGnoctRCUPymqlDKmSZSIz\nkbWRdoUwC+QNFHX1TU20EpFdg2FFS4k8ZPIwON18McROTvOes8v95zSQkj/PMfoa7mzWfv/68+3k\nekDCoYdn6V/TXlkKQdAYDrPegIq6tD+N2CnkMXoV1wNYB/78mengXu9r851OIQaGkGjJbT5aM6ZQ\niDT2swtt1FqpJkieiCmyGbLvmxIoKuzmyr7MbFaZR19+G62F71xvuby8Zn2SGIZ8WJe8D5keJveO\nSRVKr5Q0EnE9cnJ2zunZbVJKhCYM48jtu/c4vX0HTYmCUQ3mpsz7mZel8Hh3zfefPuGdDz/gap48\n0m8N5uqAw0JhFB9FFQ/Am6lTH0X6z8IhSTMJdIrLoaKD+N5PH9cluQ5N0OCEzINqdcpITIQxQo60\nPGBlxsoEccTySFhtkM2pV9jGF9j2BXYFulPvdTNnany2Zt6y5v/2BbhwBA3NxGXtqSCVZjMffvCU\nJ0+e8ZWHb7K5dcpUKiEPnN+59wowuYjo8Mr+9Op5i3FQuzYWMPcGOLl4n8mN9ogjotlBbD34KVr/\nYA+bbnx/AQGXJO2V/dPjGVvYKIc3PnzM5zp+uh61T/6wm+/xGWfwuSuAn3g+/oNPfo0d/vdaDnvj\ne59xqq9XHJe/P/91fvZxoDy+/n3oXnwJ29xB7t1nePgWdnbOLBEFhjywWa9o1dhPe/fvLRPWZnS3\npV2/JHTrIYJ76yaEOk3ovpJSZn33Ppc/+uTz+8xETUTOgD9uZn+2X1AFXorIvwT8cn/ZfwX8L8Cf\nB/4U8N/2131fRL4N/GHgVz/2/Tneq+WeyqHc/FqG3l8nP+ED8UlHkNAFBRJJOmVqSQrFjr1f4EmZ\ndGU8sUOAmIgkQl88/CxN3ONp7lTHvXk1ba8z+xYJat3U1BeSdchesZNGKHJDFbEjduHYa/YK+tCT\nNqfKhG4m2q8NgRg6tUu9smBLIsDRG80Ui76xhBBotXbaC5Tq1Ea1TkPRRvT2Kqq1HiwEN3rNmYj1\nhC2SUv+z9I+F0Cti1amcwRdM72VLiLh4Btq6GIpfm9PfoqPIKWAhdNZJ6LLdR0RTq3ujDbMyEgnN\nsGmmBhcX0e1Eu9pTS+XHtyO//vbAOw/XTOMIIZEtIFR2VhlmZQ4DLcRemek2BMG7KsfZe5NCiExi\nJIWqeBKfstOAmiJBOZuVN66VBxeF1fUE+4kFtl2SNGt2TJ7VaXdEOyRpy/1/lYLQm15jIAyRkBOG\nHvo5jx5rH31YDtVUHGkMgIqDD6rQaqOWmbqduLze8qO247fSzLurgX0STjEeVXhQEm/tA5dWCCkw\nBGf4eMU5kZoLwNTof0ryZE2DJ+yx+8dV9eduaMaqQm4w42aoLQhaW7/ePsYxIknQ5IlhskBWcSoX\nEFCCNYTKYnacGkfTbwCJmGVccsF55c6u7fQz9SqIhdjBDCOZJ1CJyJkkblvg1IQsAyUZ5IqFSDFj\nttrFEDjcw37XvAosriCbNGB1JtQOBKl5lV4W+w+jBq+kisGcB5es0BmT1mnSrtramiHFaZWa9sQA\nb7UVD64y292WH1++y7urx1w++ANYfEAZFA13UDJV3LfOBK+uS6aRaXNxBdYUCE258+yS3/Ot9/kj\n/8dj3v7BS04ut8yAEbkWo4hxrj6aYaEsW6OZV1tirJQwc6v9gD843uLu3cqt9gFvnP49pDzmN/dv\ns20R2VVO6gvOzDhvK4b5FlLuEddnyCpSx0tIA4RItUa1hnaT72iBVY7IZs11TmivVNpugl2BqVLr\nhKnx4rawCnC6SdxZKYPtia2Ro/eDjumclE6QvMHGE+pwSsu3aOJzh0VMozaazb6xSweUOhVynzIi\nwio3xpxIQYkBVjkSx0hpUBZhKdUuMKQgnpQHgitDAqLLnAp9z3G1o5il7xs9SVwolDH078fuHSWH\nKl/qe5n0ipq2giQHL5zQIpiJq1TmQNgWdD9RtFFqQ693vk+uBlbJ90FtkYuLK4xGaSOr8Yz7j77E\nxdOnfPsb32S7v2CzWbNarfr61FNEbdTqlFCNCYnCOKwY1iec3r7DvQdf4vT8NiC8fH7J5vSEcb1i\nD8zzjAbfm+ZSKVPjYtd48nLL93/0mPfff8K0n8ECsXhs0Sh9HT5WyDgkjOYJXRfwkb5W2lJRO9Jf\njpWZm/GoGWJKbE6rbOLiGgsDgq5mHIeMSnCp/7xySdmcsCEjQ4a4grSGYXCwJyiyx020zdPaTxf2\n/od0yBKzdRDADH/gKlfPX/DkyVNU3mA8WWMhMK5OuHPvPjElWitOf+0qjYc78JGg33oriHRauBzZ\nJsF72BcAwvo4m0s69gpcjynoCV7/JDiCYH4tr12aLAD1q4mS3Xj5AUR7LUT7Io+fJNm2zsb57f+8\nj0/2brbQYK8O6TH2+MnO5fXk7CdSffwc7388YQ5fS9dsCMMKvf8Gcvs28/oWLY1YzKxy5CQlRoGt\nzQSrYA0pEzrvsP01zDuolRYcEIoIZTtRt3tu3brDo6/+DHG95jd//ZPP7/NU1H4WeCoi/wXwS8Cv\nAf8e8MjMHveLfF9EHvbXvwX8jRu//6P+vY8Ozo3is99wxWwxKVxocMrSvOngSn8wl4e6S65+3G1f\naIAc0J5XJ07AJfcHAkOvei1bn5gHm4tXleEBYkBcxUyaUyTFDa/Dci7m0trNGlUqs0X2oTFQ2NvM\njugJjeLBuCZq7FKvGoimmAZaNWJQWt9EJeACCj2JNRZxhX7dN2lv/Vzp1T8jID3oPMj5skx80Gau\nKKXNVbvMVfBKK1RtVG1Y8ORM1Wh4bxahU1AkkEJgFb3iFACsdT8TGLJLSosIpc2+pmulybFKaM2F\nLBatBMORM3oSKZ1eaRja3LYGjKoNqlfAdFcoL7aMLTNk78OxuTIHoc0N3c9st9fsgR/cW/HdN065\nOF1jOSEpsAmBEwJRFdqEjQGN0RvswcVXRBCJvQfNz22lsGpg2vHq5P4uhjJg3K7G/X3lbF9IpaGt\nS/BHBQ1uv1Dx3zlMf3OaZ/Ok9ViOPyZfzopyBNyVFBdU3pNgcaDXZ++NubIwJ7ya58iwAjXiSm40\ndDbafmJ7seWDF1d8MO95KY0pGTkKZzXysDS+VCInVmgSKZLRGGhi5KZkDYwpMsXIlAPX2bgeYE5e\nyUoGgwmpKWGqZDNGcx8h6YkeB3+R4+Iu0pPYJFiEEoRsgWaRwkKTrH1sQVvyCoVq38hd2r8Z0LQn\nTQs9TEh0ejPSvYGiqxuG1lX1HEBZW+C+Rs7ocvpxgDhBTLScaBIowfnf1pXgln7XhUYlMRGyQHJV\nNzCkGUG7h2DoVVIDVBEzQkwOnqj32CzBoiq9JT9DzOxNmWRGUG435VFtPNxt+XJ4wTc377LSGSRy\nuRFqvEUTlxsPqqS90pLSrFFq6eNj3H6+4/d/4ym//Lee8Au//owLmRGMDZEdRg3q1FWg4JRUl7Vw\n9FGlkVJFZc9ZeckvaeWrq+eM5SXWfsB3dsbTSaitkerE/e2Ocz3hlEdUvUNZ34F0im6MNlSmWUiS\nIGSETA5rxLxfa8iRttpgYcD2BZkqse2RUMmbhpyMmBhndzPrCHfGyO3UiPWEYDN5CMQhouE2hFuE\nYYRhBcmBHQsZyYOvgfHGpt4VSw9BvAil0/m0NVqN5Ogqi0NKxDz4PZ6dSr6ISM2LNY25AbfioByh\nVy3Cct8bWCMlT8TcRiB635m4BU3soktJ0o0+TPeiiyLLMntkL4j0+eS7RohuLWNqlDZTVJiKUeba\n92YlrAdWQ2bIK7a7ayQ4eHC1nThfrbn/xtu8+6P3efLuD7m8mNxIvJ9vTAk1Yy4zFiOrkw2b01NO\nz89Zn54xbjbk1boLmxg1RDRnSopu8dJ7o4s6KHnZjMfbPd//4Bnfe+c9nr//DLaNqCMxDsgw0FKh\nS696UtFZHKIN1FVQRQPgFW9EDwrwJsdkfFk/pccwLCuVCabujeYq0n0ds3rsLYu9XzQGf5aT0NEi\nX5s19164DlAmcZ/N3ZULErSCWDrEPyZL0NltGo6r5kfio+X4QqpttiSsixhH8K91T91e8fTxC/at\nkdZrJG8Y0oavvPmIMbiXXcvtsO/3Ubpxykt1y3qItSRix4Bd5Gh7RF/jjaU3Hwe/b4xN7B6+i5+g\nJ289Fl3ef/n8Ds4eFCRvsr1eGd9j6vf5jkN54pXvLXv95/nt5RxuJov+76X+/tH3+rzn9+qM+aTr\n+ug13KxNLbHGp57DZ8y/T5ufr9IwP+FFcuMzblzU8fYt89Wf4cXSSE18X9mcEs7uEr70JmG9pg4r\nGkLubT6Ysp8n6jwhtfhzPe1p+y2UyYHioIc5WfYTut9z7+49/vAf/WU257f4u9/42586Bp8nUUvA\nPwb822b2ayLyl/DK2evD8hM/7fPlh4fJFtKIpOgLpCpBmwcmnSe8NHgivapCR5E5ZtY3s2ER3Ez2\nEOBDf9boxAWCKdEao7qUeNZAkuw/b4XVAW8Bi96AGnFaVDZXp2t4T1smkog9pG80lGJzr/xUgkxk\niWQLxAV5yiNhEPah+XlIIpNc5a0ZrVoH+wJWejDYFU1CXDaJZcI5177vAPTwHJUevPWGHbFOIRMh\nhdCbt2G2gmqhmtLEKTRFK5O60bHEQO2UF79CZT2uGAY3qkzNuLVek2OktUJQIwchJSFERVJDLBBq\noNXifQl2rBhZVcaYqA1CW/Yq60qaLtISomKWwAKmLi0xWyMoDAXCy0p+b4fVNXKSkQxaKrUKTFD2\nhQ+nKz44PeMbX3vAu289ZN6cQQ7kUbkbE2/ayGDGKlZOgnslKUK06HMRCEPkMu3QPg9PxJvEr5qw\nr254nmJgyJE7YrxRK/d2E+M8uZJiTmgzIhXRiLSIFUglQWtO4xOn4Tkl7Yg69xvsYxa0i4c0QmmE\n5sqZ0jVLac3NVkW8zNWVPJ0i4r1Cqqk3Yzf2UakDCBX2wMWWq+fXPH4xMRfhVgzkKtwp8PUL4/c+\nV97YKdhz2nCbD/JtfjyOrKNyZ7/l1jyhKXGV13yYAs+HxvMVzKMn9qcVTifjZF+5Q2EUGKTRpDKb\nkBgRNYoWNzh1BMC3RVO0N9aL1f4MZib2zFKx0BhNoCWwjMUVtV13CphT05aULjQXEXGdA+ny+tDU\n/G8xLGTv19FCAopEUoUvW+A+gb0ppFPIOzjZINEoTbgKmY0Jt8VLjVkgqFdNm0QsBixDGBNIpWnz\nKmT1Eq2YBxUpJLwXqTHiyn2NSEtDpyE3NHilhQitBYKdsjYFrWiY2Fsg8jUeys8wfvBdHg+BW7cy\n37sVeL6BOtxGQiZJoKXktOh2RROX2z5/vuf3/sYTfuV//zG/9BsvMRVSGLmOgQvdomZsqq8vE40a\nEhKUoMYQVmADJe0IG8hrYazCcPUuU/ouuzpwuf8S37t+k3d3t4nbl5xr4esaifolclxztVqx3/hz\nXUOhaKbsIKeR1Wokxt5XKA4EVDE/xyboMKKqxDu33EvRIPfq6tfGRkyRHBM1hJ6suAKiiNMmdek1\ny4mYkg+z3WAQZDfZTSkRkt9XL7Z5v2/Zu2w9KHNztcJdVbYVVjWwzpGcAikPtKZM08Q0TexLYaiN\nPOQuALXYmrjBezI3Ro8hkKoLlYTR+58704YUAyl5dTORSLGHcOoG0fRcRIxjrxAeENclMepMjBQr\n69zYVUNrYF/9WkwqMQXSOLAagqtzlolWlJ1URCLp9j2+/Iu/xGq4w5N33+ODH7/H7uKKcRg5u33O\ncLrB0obVZsOdRw+4dX7GuF55f6kp19sr8jhwsjllHEbmqJRY3dqgGlQoLTAVeELl27uXfPPxj3nv\n8QfMFxNx54nuPERYJU+OgveryaLuVCpBXVSk5gYWkObAERoxcu+VczERWZKLHqNgDuv6OqKUpX+s\n9SCiAzQel0CV4kn9csSIhDWuA75CGLxXMw1YXtGGE2R4isTHhOtnyDQjxQNNk9CBmm6EjTN3TJdK\n1U93fCrNzBxIsDBjGNGcCdDqBaXsee+HH/JiuyfeOsHSHXbX8Ed+39vcGxL7GtHV1EMX4RB0dTYR\nuCqu36uEhL7uA4vBO2Zo855m60ypJb9uuOZBwIWborhiqknofof+/s1czMbvhyDh9VplB40Paql8\nlP11GKLPpqTeHM6PJiMfDadfH//Xe79e/URPJhcw/tUf3UjoPq0qJcep+Um5knXGyEfe/+a1fcz7\n/iTH5/GWC69XRV/5OAHagWG0gAqvvLonarGDfGrGLBHWd7BHX8Eevkk5OWUcB1Lo7VHSKHNj1zzG\n2kgj6kzZTbDdw26H6UygIdFbYnRXabuZB2+9ye/7hZ9Hrt/j7/zt/4nv/uY3PnUMPk+i9i7wjpn9\nWv/3f4cnao9F5JGZPRaRLwFP+s9/BHz5xu+/3b/3kSOe3+lUQ/VG+lY/drA/rtz5+Q+fsIs6zc0b\nJOZN2XSlH/SmsTYs1bHlcZVeCo2YB+KaKa2SiOSQGIIydqlctYIJ3ttls4tQhJmZzGyBRGBuldQq\ntetGtr6pN1NPqtQXEO+XuyEfat4H5wv+svY7tYXkaGzwMhTSzT+rNZYeJ167HjE6N1vwx12PoBFL\nauCjVmt1KdyeYKWUyARyjCz9dYugyDAMLsWOI8nWGlrNKY5mjvrGeNy3QqDUQq1OQctxoUgeH84U\nImZyMJWV1Bfd0tCrrVMfhwg2QDW0gqhRdxO7acc2Vr79xoZ33jjl6myFZjdcHgyG1ogYIUJLkZJ6\nnxe+XzSMqkpUyBLQELHuvrfIJMfamGthHTP3LPKlOXD/UllfFOS6IJMhDth2NNywqlgxSnH5aQ0g\nUVjFFQc0kZviIz5WyMEi9ObDciNwgBDjcWG0BeXq/Pqe/DkzTUlaoWWowmTG5UXl4uUO2+6425Qo\nAWbhDOHh3jj1LMfnTxauTuDHp4pl5c4ezufAKgVerI3rqEQTVibcacJmgk01xlnJRRkrJPOxTeaV\nANNj5dil/ekiAzcpoK+OiyMXHAALW+a1Hb1Rlkr08luHCmUA6yqTsSs+ah+hGIMHPKbHqiZ+nisL\nDBqYTWEcCawJWqi7wmy9jzOl3otpXVHWqxpigaAQUvRgovWnTRUr3ktjvf8w0O9pWBBlr7YTcCPv\npcdCu4gKrgh5sHxQ63c7cTqfYnpCs4DutpCf8HJzSTk7Yz7bQA2kOSIS0aCcXe75xd/4kH/qb73H\nl995iupMkHWnzAlZImoZ64GVWaOq00+TSRd3mQjDlniq1HHDe5zzQjNP6jXXe2V7eYv3rjeE/Yo3\n6shdMnncEHUghhGpo/tTJQ8gmjaiCTmvGNYjKSVfp4QumOEVoWoOUEW7cb8XbyQ1YmqHSlhYRDbo\n9yeIJ9N9fQoxek+sL6CE4I3kOSUWqozcUKRYWmZsiEg79pdWbWid2ZeZ62nPyZg5GbMnesEr5CEl\nSi3sy0xpjfV67YmfFVqrpCbkHMmSMWBSpYYATdy3Li7+hIksDjLmheFndvAOXMjCTXw8FsGEqupm\n19qBxRixNCDZXNSiVFTdfmI3B7ZTYEgz0iu/tJn91RZZj5CMcRj5mTce8rW3vsKzDz7k3e//gA/f\nf0KrjfXpCetbJ4Qhk4bEOI4sCr8pJzbrFTHHg8Jv21vvzes94upMi9aUuTZeXG958uEznj59yv7y\nunOr+0ZzE2Ff1owl45JjELe8xOAVxelj35SPy4HZIv29D3lRVy4+Ls7H4KP1N2z9hhw8Adw0XXIE\nTZiMWDgBSd7njVswBHFl2SqJoe2xnqItYcGyMHi/40+fpH3W4ZXEV2s6S7WlzTsuXrzg4mLLg9OH\nWBQeP/2Qcf27efDgPu+8/z5aKtIBkE/+DN+3VLzvL8iyvnfKMM6AKKWiaoQU3Rcxxk47d/sc7z0O\nBxBFzXytPIiF6Cuf+0VS7L6ww36y2t3/5w8zv78H4TZfm9Wsl1Ursff1Vwu0mAlnd0kP30Lu3kVz\nvkHTVsYhEwT2+31XbDQHpnY7pqtrWpl9rTFxui4JqmKlcnb3Ab/yJ/5F/vS/+i/zV//nv8o7f/fX\nCA+/hn7vw088/c9M1Hoi9o6I/LyZfQv4E8A3+p8/C/yHwL8B/NX+K/898N/0yttbwNeBv/nxb+4D\n6NGQJyDhkDRYDzZ/+sm4BK7L4U363qgvGhHFAzBt3TvFH2q5sXgHEhbsIDaSMWpUskYykYHIKIlZ\nzGmP+GalTZltYsLYx8A2JFJXc8w2k1qiiAcYKYTeo+BdM/5188qaBIIk9886ZJyLoAQuILFw5nuw\nLtElaJV2o+rIIQmjj8sisOkLndEMqrral1PEvCKnuIhIyK7muPilDTGTpWdULMFLIg/eQN+0dgrP\ncfle+oxSir2J9+gF17rCHUHcZLgZ1rx3x+gJhnifWsjerM/1jF5PhGaE3PvyaqNMoNWol1dcTlue\nr+HvfPWUb711zu7WBlImizACsTd8E4UWAkUcpanmiE01Y9aGVGWki0OI349VCowpc6rGXI2VCQ8U\nvrw1vvS8snm+h6sJa+bIqpkrgjWw6gmaq3Kqo6qpywiroVaxJq/Rpw2JHPqeWBKQJRlbEvIYD+Iy\nB+qwOUgB1pmF5nQ3VWRS6g6mufHiw5nLZ1vG/cTblviyCqMao1Y2rTHWhmllYzAFwVbCixNjnxot\nQE2JGBPbU0dGz7fGvcvG3Wtls2/k2rBurD0EQVpP1HAqYrXK4p+2mPgeLnEBMA9J3JHs4QI2fWNv\nxuLuexPk8d68pR/taLga6PYV0VwoxgALLr3dN3hQonjlLYbAmQp3Gjy2BnGEVNAQUQrFlBLAunBJ\nCF5NTOaqs2Ld6iP7BcUu0d9vPlKUkPxZofcYLQGshOCG5CbEReZX1VFhxZFDgxCSq6I1DlXVIA84\nZ0We16ynxqld8s71JU+nl+z3K+r6nBbXYMb6euYr37vg9//qY77+jffZbK/ZkwiWUJVui3BcXHxp\nWpIUBXMD8MIuDzjfAAAgAElEQVQebl0x31WejSe8N93nB+WcbdjBriCXA9v9CbfairMwcB4SEtaI\nDVjMUDMWogvDmB0FWFYDcbMi5XTYL5yJ0KnSXWjloG4rHZzqCUW0dkzi7Tg/CB68peTr7iER6wF/\nELd6iCn5fTkgTv5HsW6S3m0lpCsIhk6vQbDuUXa92zPPE8MwuIJYcOaIxdQFhICp+Ecs/Z1RnFae\nlTxEUjAXcEqBWCCYJ3yJwCAOJwUKAbeFUZFD7aVVV/ldmBNlLpTqsvgQiCkR1CnBFt1vMkaB0Chz\nQXcVa5VaZuL5CSebDUPcME07RITdfs9uu2W9GtFRWD045+v3fpG3t1uur66ZytwFPHyHSDGzWo/k\n7IE2QaitUtWZGGPOhGD+TBqd4mxMRdnOhRfXO95/9oIXT19Srydn5AV/H0Gx5vx5Jzjf6HUOATQ6\nU0GX5OtGreKA7pjvFaGvvUtGHo5MF9+XX6u0LIHhYf/tSpA9w1ryPZIAEUkrQhU07r2ilEdCHpE0\nIHHAhhNCfceVQ7v6a+hz0XD6qhhHgd3frsM6Onbj+fe4ydBpz8sPH/P82QVvP/gq48mKHz9+wly+\nzt17twn86JUh+eSP8KqZ09F74iTLkPreGfOA91X6a0UWj0PfNLT3zLtolh76e+UA6N20KHq1OLDE\npP//8Tvs+Iyk9XA/e5uUdkXZsLBrehUtCTSJtDTC6W3ywzcYHrxBXZ9QcH/KcRxpWrx6WRs6z0gr\n1HmmTBNle03bbUG8iBBiIqjQpol2NbPe3OUf/2d+mX/2X/gV/rdf/R/5y3/5v8bmmUc/9wd573t/\n6xOv4fOqPv47ePKVgd8C/k08X/krIvLngB/gSo+Y2TdF5K8A3wQK8G99rOKjv5gjZeCYmC1B1hfx\nUNiSDHakbInyJHgPTNTkvWKG0wKlN54uyYx0qWVTpNdOgoXe3+bqWIN54D6Ykq1RLDi/FU9usMpM\nYLLKnsoglSTuqxatUGwAvKJQuggCao6St9iTsK7+1ZHi47rfkeHmwh6iLsphEnr1yait+sIWpFdy\nHIVqqs7pX/yo6MbWqkytMrXCrK0r6C0THIZh8OClI9Mx0nvs/FyWRvaDQmPf3ZbK6CIm7K8BPOYC\nmvdiiJuasiQq4hQU7V4yhIQM7tMmKRMUdFeRGYY0OK0lR+rcKPOM7pV6teVSC0/ujHzz7TPef3CL\nshp9XPENZRZlm4yTGBhaxyF7VmvLuTQPvnKUnjQYrXmT+JgipylCHAl15u6+8cZWuXfVGK7dRBoE\nDb2noQfPrRlmwSkdQYhDJI1O8WBReOwoUM/QUZUDAgQcUN3XAY6D75i/yoNVYheecWWzYOYBvwZ0\nMiabud4Wrj7c0y4K59VYExibkKdKbJVoDaPStDIAGxVOVTirsK6N+zvlbolYCNwTYYVxdtk4v5g5\nvSwMs2+ILYLFQEwuqCP4dR1krnuQ4ZdzYwMN7s/nPrPNqV8tEImufNcDIquKFqcehHRDWEVwAR45\nVtRukidCV3702S89QYqdjutz2oKQg3BXEw8n44k2D6yXaC4GagxMpkzaqBjE4L2tPUELXTE29Nws\nhEDuFDlwcEIUf22MaBB/n36mZuYCMGbda0mhC9JgIBq9Qqud6mWOF895Q1JjUwNvGdxCeTQrT15M\nvLh4yePVjufjgOz2fPn7V/ziN674ym9dErY75h6YTm3yYBAHDiJeKDj0HothVAqRQmMeC+FOw25H\nnoaBb1ze4gf1Dut0m/MCJ9vIMGfOgmGhEmWmygqIB/lihY6EQtXgAhIxYDlC7hU16wF0B6pi1eWW\nHytnCHFZO9UX1L7sd4VX8UC+90/F2HkVy/MW/H7EjtY3sy4HfqNvSdUZAtqoVXqF+JgwShepQZXS\nKnOt7KuRkxufu4ffoQTGtJ+7CFXoc8WYSyDlSpwiq1ViE4SkzS0cVNyv0+GH3ihQO1bjiWRpwtwK\nu6kwz5WCst/v2e92tAY5Z8ZxJGUXfErBRUam4pSxBSCZS2XaF66vPWE6L8LmZEWzTGmC1Mb2+pph\nnBg2e1bjyJAzYUycjOec9kpkbY1anCafs9N9p1Io00yplRCE9SqyGkZqUDS48FFRF2PZV+Nqrny4\nn3l+PTHvKpj3h6LdG65VBxUlH5goJqnPW8XUK9Fe6eq8UMJRIVAMwgIY9n2gP/KH4n7/+tCJsAQU\nBwR/CR7rYT4tv3dw8UqGxIyk7ncYEhoHiiTEeT3IcArbZ9i8R22HdeuXaBEj+L7yD6HyEpZnHn/+\n1c+OEKDWPdcvnnHxYocMkZM757z/rXd58vQl4zgQohJjAgmfGfItP76ZTC1r9/LvBSyW3ppgPYns\n2CitqdtHLkm4cwjR6pU45Jic/c49jv3qy/E7svL3O+RY8gBVdfBWwKSrjUffZzFoMcOtu8SHbxIf\nvEE7vUWNLuQm0dkTNlW0FLRMSJ0ZArQyUfdbdH8NVo/VNIJX+reFcTznj/7Jf44/86/98/z9d/4f\n/tP//C9RnhXe/KU/xp/61/8M/8lf+y8/8fw/V6JmZn8X+EMf86M/+Qmv/4vAX/zsN16AGOvVITts\nltinTzjjmKx80rH4Sn3cL8YQSTIQbSBo7KqNvXhuy4TviUYIBPObFWo3h9VAtMgQB1bqtJNRG4N6\nf021QDuoOXhVaw6NKVT2NBKVTCFrYW4V61YApTo/XsWXvkPZ/uCLtqDJ7p22PKeqdpS4P96IThdY\nGtQXWqbd2DdcabCZN2F7kvb/svcuP7ZsyXnfL2KtzL2r6jzvs9ndbFIUKMsyCHtmQDDsiUeG/QcY\n/sc0MjwVbECQZgZsC4YhTyzJkmhZtChKYDfZ5OV9nUdV7Z2Za0V4ELFy73P73ttNdtPdgpUHhTr1\n2jsf6xHxxRfft3HeNs7W6Bg93p6+rpCDdZqmCCJjz4pG9kIYsWou1r3HDnbl8UWP3sNINsLoWzQq\nc+bEs9CLGWWMgdhMNSM09wZWgx7aDF8cf1ixtSNaWUvQYcw1xDiWhWVd+fRQ+IMP7/jxd56xPL2F\nEpL8AKsYb7M5bkJ55uFxJz35yEXAE4lL5EVrxSi0dcO3jdKFQ1UOCgcx3jfhg815unkI02gqGJag\n2+pWAwm1nNT7Jj+ECWCoN+nV16Ox+mIMLlelpgEwjDFsI9WIKkHSwIZXnbUem5kUmjv35879w5mH\ntwv2euN4Fp6hHNSp3nDboPeolqhRVGhlYivK0eD7J5hW+LVHeLEF0lm+WJhsY9qMeWnUrUf6WKDW\nvKfd9z5018yPVdDuSc1Nw2i5UCGpCrVTStDzijqTR3+oZgXXzVNRs6N13E/ZM8B36JC5IEV/ZIxJ\ntQhMI7gO03NLr7AuMKN8tCnfXeGfe8f1NoKqOdQIkQOLwKmtND+iOoVP1kjOukQMNoI8NXzLJItY\nG7XHfC9EZS36dW2/ll3uaPTvS/ZaOKGC6ZKocowOJVQqnUaXBZXOc4UnCB934bw6nzze86U58uUD\nv/YHr/jBH5+QxfiiQDFh7kuE/x7BUMSZYRdgGWqabTRWuoQMuT93pvcPLLdHvtxmTu2Wuh2Yplhf\ne1Nsg6obJhsmC653WAbJVpKGrMQ6GKv8Xg2Jakk8x6EMqy5UhoBSVMqUiwKnOCy17PvFKIDUUUlT\n3YU2BiXQYa+kOKSlSXwWLNeJUHHdmoUPWM4Ft/HckiLp8XsqQbneemd1Q3vfhZrGGt/XLYRCSgqE\nWIhWSe+IwsZMF6G7sm1GqzXpgM5xrqFiqY5Ipxmct8553ThtjdN5YVk2lqRuW29MpXIjipS+S+if\nrNN7Z+tOt6CgHg8TrcByNh7XlX/148+5uzvzwfsvuT3M3NwcmIvSJti6096eo//yVpjnOZJgkaiW\nbDHPuzgP9285n04ozvF45OZ4Q6nKVKdIYAfVt4/7D2cz3mydTx7PfHla2DoIEyITzoKlKlvMc8nq\nk2alOSqV1Fg3sin8UinNvTzL1YG0CSks4ntO5+KR1I3SvwQIHLMvwLcdmM7ZKz1+auwKUPH7UqIS\nONaTUkOIyhM9rDP+/CPs8W2s6fYQY8IHXKKX8/2G4xeRlIiA5l7jV0ocRcLUvT3e8/rVI802bl4+\n4dXjmT/77Avu7g7U6jTjZ2nr+gorIt54B4URWmuo1t0aQzKOItVOgyFjIUjJAJbiwxLYll0Q5mvu\nz69YAvfV6t9X////j8P3BP8nbBQuX1zGpUQv6WitcGDtDlrRpy84fPxd6kffo988YdMQ+zmUSl83\nWtuwrVE8WrWkbUxFQ+Roi/7MOhWcngwDh3On1Dt+52/+Tf7r/+a/ZKpv+Nv/3X/L+Y9+hL73V3j7\n5jW3t3ffeoU/a0XtL+UYvmi7L8Wootl1D8rV778zAH86ajAqTwPFjG8mjbAolYnZD0wSZq8SHMjc\n9yN4JZEZJZIEU6N4NHNHx0f0sSzeOHjnQOVMoYSrUAwEMUxDEW0RY6aFr5o3TrZw9gMmtgdvtEKN\nbCdphNEoL8Rm1j18mQqFaYrFqJQRsBMqWld0DVGl2UqzSMiGpLsA9KhedHc2M5r1RHZX1lRmJJOT\n5saslVrjoyBMGrSfSQp1Uuocog+xl1gaU7OjXirKXCs962ruPXofIO7vMEqGXUo9LACmRN1yiPSO\nL0HVk8dGv1/Yzi1+dlIOosgKbsa6Ldy78UfPD/yT77/g9ftPYD5kkhjSL0siabUrXXSXhonkXQAN\nQ2QEL8LbbpQo9O0MmWodax1V4QXGx835YO0cDSgFqzHdVCsujiyGN7DN9oQRoFkLW4VBkRwb/oD9\nB4d+D1D3Gx5JcCa5MKxQZexq+68Mikwzo4nQqbwFvlw6bx7PbK8fuTlt4WuGpCpoyExrMbyGpYXK\nzMNkfH6cWGrh5Sa89+i8f+rcpoEzbQuUKZOw7Vj3+GfMebFMzKvu1TRNWpN40E+jEpA0nkSyQ2Ch\n0NUoDEF4HXIqjL7MYrES7GtMImxfj0ImOEPQxzQDuVpgluj3nA26wMGdDzfhOytUd9p0xLiF0sE2\nrM/h3YUnVTJEIwpC6SDi0aOWlXLXCKwHAOLutNaQKD1GwlhKABF70E9WXSJxKETF17N61scQIsAn\nB25PTkPZponNhU7DLRQbjyLclUoxp1LpLw4svy18sgr6tuFfrpSHldvWo3Dl4QXXMDbvbElP9mq0\nubLOBXkK9YMb5OUT0FvaojxvN9x2pfdGE+GtRRVgMuFQ4noXjlnJiDVfxrDXFHbQ7D3MJ6c5J0KC\nXt6lwZplUqmp2BrzSYfi16h0EX2vNStmuO3VuNgGMghOemMMyugH6p2gByTIZPteEvOuWzAZuAoG\nLYErvQIOShGKBeNgjGNNJdixUviYECHPyPLmzMPjxmF65Fgqx6lyMxXmKszTxDzVZIsIzTpbS1Nf\n0rOsN0Qrtc7Mt7cByCVARFbPIjGR6H8LBItSw8Ny3Z5wXlbePpxorfH5l694Uws3x4nnT55yPMwx\nd7fOtkE/bbTHhdNyZjsvKHCcZkSU5hYiOkW5vTny5Mld9AEmmLvZxuId8zB8X7tzNuHN1vjsdOJP\nXr/l1WmlW0G9BoAx5kvvaO+XpDnTd9dIm4K2V/eATsiAP8cg6c8YFav4eu+Ad8vKUB9LyUDOQHJ/\nlwwSA5nMlT3WQLEeDBpIMCCVebWgc0H0mMlQz4RP2F58TJ9u2X0kl4eglPtFmfgv+5CMm/ABoceF\nKx1lpZ/v+fTTV5y2lfnZkfvVePO48OHH73NznHh7fwqVUv3mbO2dy9gT0Ywtcn9Tkb3KrRlDGewL\noKRYUM99oY8S/QCCc0O/3g+uk6F/V6361Tsc3tnLf+LnHkA1ZExRaojoGbEgC1Bv0GfvcfPdH3D4\n+Ptst09ZLejg1WsUIhDWdQPbmItivbE93GOt0bcFsx55hVqYWG8bcu54r3z/3/9t/ov/6j/nxUeV\nv/W3/i7/5l/+GfX4EW17y+Mf/x7/4O/+3a8993H8UhO1vWp2HTztP/v5J8R1z86l4jCEA5RZZg52\noJB9ahjQ0jepUqTsG60iSAnfpfBniuC9JYJ/8AM3bpzpHKyxesjcuzhC+Pts3ll8Y/Ko+MwWydJJ\ntuTEhzS3iTKnN46q0rYwk1ZAquyJT9pwZvO67vevZMkfMgjwd4UURlNk0K00H0X4HpkbzZytx2dq\nmP6KCvPsIRCiEegcp5lDqWH+nOd07eODXBZRkQwsciEtaKgxjeoRnc2cSvYNSTT1mtledYvnyAVE\n744sC/5moT+sGYQq9gZMOto6fVl4+3DPF2r88IPn/JPffJ9XL46IJF1TMtiSCOCOvVJQlpIiMkIm\nP9mjl5Sq+2b0rSMS3ObDQOMk1Brfb8KvnTrPHzamc0sJ/pRer4FQ0wVrQacsJSo4nUjCR3P0WHrc\nDTNJg/IRNMqlJ+Y6GRt/JRdRDpK3782jiiYSBuIIm8OjCa+88HkTHk6N+bTwsjVuVOmmSI8+rypE\nk3a59O20w8wXx8JpLnx3EZ65oNpYNQREplqRcsTEQ/hs+N95VFe9WdJRCp4KrUKMo2KaSpiyX6Jf\nAOd9POsIWpH9X7p4MTwQ9+DJIph6d+PPv8yxF/5/WclEwQvVlQMgLhy6sAFTcd5rwkcNDg6bCGU+\nQNnom9BdAi2eCtPNxDTXUB1Dwo/RMlHzGPfmYDWFL7rv5+ZkBbWGrDqJBl5TC1SihyiU49h7TwXo\noS6yL7O6PkYVu9RI1JrStg3oqMf4rEXQZ5XTsztO9Y7SlPm1oW8Mf1xYXr1FmqUReNzWzTqmQRk8\nHCrt9sjpZsOfGfXJhN7eYBw4rZ2KUqyxtIVWAhRjKhSvaAntOm0VrySwI7sJPFJQDJdMIDzuSfSO\nBVU11pDoJR50yDFlRsXD/TJihgdTWo2Tq374jxXNyk/2w3jKN/gQ4NA94N4XKL08Ux2Ltca87/3S\nNywCrXe2/N4FJPAMNiMonSFsTHCKpV/cWF8haX6NUy1MtXGYdJgiME2VeZ5Jri9DhnqeCsc5QDDR\nQpknDnUKABDAG97DnkVFOR6O0RM81igLr0NTZSrKVIVjjWehCnONypevbzErmBmNwuveWcVCpVY1\nLDDWjfvHB45T5dmzO+7u7rg9HEJ0SoQeZUmmaYr91YzNoiK5duN+Mz5/eODHX37BJ6/fsKwGVNzD\npH7QwMl+LmuGDOBJrnqrct0XreycxlHylvx6IF6a8yqpykiJ/4/XGXvIvsawl3AESc9QdjBOib72\n/c/Ti0yoSKmUqpSbGeM2rGnc6fxamLELSNiFI+flXYTmLzlZk3EPstfOJfcqDwGUvpz4/JMveTw/\nMj+5o0vh7cOJ3/jND3jx/AmfvnnMxPXb3uRCXbcELuQqThRAa1B0g+IGKpWxPPTes11gUMDH3h97\ngeX3yrckZKph+fLvjn+7DhVJKYyLMFmXmL91muHlx5SPv8/8wUfw7DlNFGstWFsONKPUifXxAekW\nzIfTI+3hgbaewRrME4jTlwV7PKVInPD0gw/4D//j/4Tv/uB7/C9//+/xP/2PfwfdlEM50npjXRr/\n5//2v37r+f9yE7Wrw5P6+DN1lf4FD0kENdbdkLyeZKJk5cK848UuSYcEShwBXECZpZSgYhGLkXco\nXphKYWZi9lCBLB4USfB9Me7eaW6s3pl7Y5GNuglbaagXqgqbEgGCpBl0rZzP56D7yQ1zncIgugTq\nOoKUQGxHaH9J0sLU2rPyACNRDe6s7RUHs+CdOYPK45lIsSNdh/mGOk/7YllKoWpFto3g9sdEECl7\npSPFloIWsm20bWWaZ7xEcialwKEiUpkWkK54iQZg76EWKRbIZe/ZMaQl1N8caGFkbdtGrQekzKxv\nFrBQJDudH3hzesPreeaL5ze8/fgF/ViyD7DjUvAMyW448sxnJm88li2rFj2D4hRaSUTbdGJpG903\nZtVQikR3Nc67zXh62pgeN+S80df4KJtFlbZWelLy3CLBlVqoGpUaKtTg6sFAK8VDgELid9/Z1Hbk\nlqvqsaQ6Z2xa3iMhst6polCCztdNOLlw78q9S/jdtI0bN26l8CDB4a4mVAJ5NClsEv12U7lhq8JS\nC7pBUWerxsbGtMJNSuv3Hh5yqFBSvtyzNxIFScENM0OdTJYCPS67iE7IH7jZnnzu1+sX2eYxBySD\n9oGGDvrapVKZfydXv6tKVw1lRo/mdVQpFv1BQfmLRL8aTKbcdijWYO1hfZQBNhnklmliOhyodQpZ\nd4LGqRkwFwRNUY7o1dOo2HbbG9g0lQAHBcspO9U57sGg+ThSo0/WsiJJFmIDc3DOT0MIb+seBU9X\nikwxH6WzbcZrOv3G8BJWHmpCm4Xp5Q2zvKT19/G1IS0Ef6xllWAq6DzRutBvj2y3Z9qTRxDoyw3d\nJ3o/wRQuXXTjSGXWmc4MbjyKcPboe/QeCb4PH6OsTLhztX51zDTnSmFXgxOwqldJuBJ2LSNRc2qL\nn9UcJ7voiEYFVBWmlOVHoiLWPaxjeu9ZiWGXCpcSzZPujm1bjENNj04JivcwyY51OsZlSbBnT4De\nCUIFsh+3dq76M5WayrelHkPJWGONNFWaN3rv1B50x6KHtHuIRPxwnDgcJmrIaDLfHNOGJKTMFahz\nVOcCcKkUrUFp61v0s60LS3PWrAy+fzvx5O6O4+HA3c2B3ldODw8UnK1tfLFq2IKIseGcl5X1fKYi\nPL+55fbulpvjHGq+WQktOlF1hmJULUHLlwDPNuusrfO4rrx6eMsnr1/xdjmHT2eZ2O1KVLN9IGhL\nMTdDxEnE3qUrDhReYGT4IiHiE6iuZnbi7yRlg6qfXzF6TWVfj2LufpU+iSWnIt+/5+sGKGehIt0M\n1yksRuYZ2+Y0in4R+/F2oiz3+PkeNCjqwrs541/W8Y4S76Agj3YNb/h25s2be5Z14XhzRLTwcP/A\n3e37PH16R9H6M4d+npRR8/CefIfhZhbiZx6qj4e5UOsEIvSezziB6pJiIp5BvJnj1lMHQC7sHrns\nJYNC/atcV/t3vWo/eZRSsB77BCQg404tM3e3d+iH36F98Gts0xStQFU4zPO+16vF2rW1DWkbbTmx\n3T+AtX3t7iJYW7DTI7KcI1Spt7z3ne/x1/+D3+JPX/2Q/+G//9vw9jP0+JzeZj6w9zhX5f7h9bee\n/y81UfMuDPnKMEF23NpeBbo+vqrAc0G3rl9wLypEBaRIBCv4hWI+bryDSqOwokxhVuuHbH52jrTY\n0KhBV6HFclvCiDLUHx3lGH/fFWtGs43mlS4RZC8YG5Uww2w0e+TsFbENV6OrUFm5oeLmzC4cUzgE\nhKU3SiscSsEXix6hg6KzYhqmfKHIJVjfsG6xMAFbi0pemQq0OP9JSyprhhFvs85jW1m9YRXOtnFv\nZxaNhvaqyoQy68SNKBMTk1dmqUwW9Jf65Bg9f7ZRloa44CXVK5OGIARl0KfoeYt8Mv6jobFBkRlv\nawSjCmxOqQf0MGVVT4P32zakVCY90B43Hv7kEenG3cdPaBMcFsds5XF54K2vPPYD/+zDF/z9f+9D\n7l9+SPHoceiVqGQSqpKLbbxWobNy007c1ECPZaqsonx5PvHlulK08r0nsN3D6Vx49IJJ4al3nvjG\ne63x115v/PqrM/P5jPeF0nvQXqZAGtvWsDbT0g8O9eh/GohotxQCsL0CCpmMS9DiYmuPhDbQYL9Q\nQtxTFbAABcNQK0xdoBe6CucGjYlXAp+48XpZ8VePPP/yzN3WWKaV3gp1ucGL0uZQP6meghgy42Xm\nH7484tp54RtHjJuu3LydODe4L4JNwiSeCksDTs7KSIoluA9J7+xTTZ7YapZVlM6efKVFQ7NO85XG\nxlY6VpxiQvUgQeaMpWJM1mlbGssG0gJk5aXmOOyBR+Ph+1eLcphq9P+0TpON9eDcraFmuh5K9JgZ\nvNTK73y+8X8clXUKxT4ASuH+tvCHd/BbPjHVI6U06rIyeaNoKKsiEzOF0htNk/aWBrtWk6qsISBh\nmnRgDQx+DwwzqG0ITTT6Tt0S/IqksGcTlvkhklqPqnAXMCXYBBQoHcUpcsgEKf7WD2BH4SzQygF8\nhj0Mzf8F0hUVTHW6zrhOAdjcJBNAbglhi4bNFUco3igZMKsJB4702qKnD7lSbwyrjE2dG1fu9MCk\nR2xQZBN4wbK/zNml96PSluqFSU+XaYhKBLI+EvrRtyiSAjGW971UalaUmoB0Yc2rj/zPg/ILO/Ng\n8lDM7d4oxaOXzIZYkibwMAChr/j85F632ppU+/D90i6U4rhUkIpIvyRpEv1xkcQfMBe21UHOaM2e\nQUnRK5GoHqlw9OwHHGIaJXoDHx18c/pqNFvZto11XVmWhdaDYaIlaL26OK00npWZsnUOqjy7u6Ng\nFJxjU5bunPvK43Lm3IV+DHbG3eHIzbEyz8qsMGcrqrKF5YQYi2+UbcOqskhnsZU3m/HJ/cK/fn3m\nX75defug4Ec4NnxW7MGQTVGvIeCxPeI2I6aorYQVT0mqeK6r+D6eg3BjWd2PHmoXwaru7RFSolIp\ngxmTPVvj+Y3+RyfWNHMDmQNA8fTEHOOIqNgFdp0yR2qRWKpjk2B3B5iE8jjR+0o/PsdfOl4q/sUn\n8HBPNQ9T7Oxp3+OqEtXpnmJVZTch+ubj2/K9JjHaCyWqEOKgU9A47YzZJ3zy+Y/58Y8+4+mLOzgK\nn76eeH77Az56/oSpdBYPUa2d/uiDHhrn7AZuGnuZDkml0DL1pE2HclIAgSXFejThu1KUzY21rXQU\nyhRtF27YtkLfUHd6Z5//o7svzyA+PN7HTYI+d12lzrz950+Rfko6KFfP8ivHLiT2NfTNd35PYpR/\n9V1hYMDCxcD9V/cIv0Dj0laaQL4I3gIs3Sx6suvkTDi2dazeUT/8Dfj+b8LLF3gtrFS63iD1ED61\n2yO1P0Lf6MtKaR05LdjphJxPeNsC+CuF+bGxrW+w5YGjPKFvE373Eb/zn/2nHD4+8j//vb/D69//\ngtv6AdaxaDQAACAASURBVMpMF+O+f4FRmFVzD/n645dcURvy8ldoTH59fXw1SRvKPjE5fvIY3/V9\nLMulB647rim60TvmPRD9gXrtvR6hXfROk+ZQ2XOPhZrsUnOnWGHSiQMTB+akPxqNTvNoLgycMsyF\nVzqTd1Ya57ZQxdjEaaZ0LXhJFD3V5hxha4H4+KDdmGMFJoPDVFN1LBbcgcyOitqO83kIDbTubK0l\nOuxsHtWWlsbiEZCE9P2klUOdwiBclMM8cZwPQQPwjrtSp8rUs6KRiNo1yhYNukFvk1KT/hbnY71H\nENMa2oxaYrNrHtQYPczIPAVSj4eMvCh+2lhe37M8njmWGv17GhWdE51XvtFX45NnM//Xb97x+ftH\n+lQZOlhDDWr09hjxnpsIsxd6+vNID25n7TAbaOtsi7P0xoqkamhUZQ4IL61y9/hIeVxhC+qQAmFi\nFGIeFWdtg4ZKqrsNyqhntXS0nMWzlH3/Mqz5lQLFu3MlwIoMDLYwKN/c0BbXIC40ETacL2f41Iwv\nto37vgWKLvCEwtRSUGWK56pEf51oYSuVVQurQOuNI/DU4LD2GKMa5r3HGgmFXFVBrrf84eVmcpn3\nu+rrvkpci0GMGX6hAIcCn4ZQwgB+uGywnhU4KeEl5eJ7b5HnPHIcKTWUIBky7inVn+atQ6J//75E\nBFcEjia8vwnFHFOhTBMcjnEepdJUQkhGArQoojt1eXDXJBvgJ5WQ2s5ep1JLNMaXSy9VxI8REex0\noKT+DVn+CPKGV5DttifGSOgti66Kl6CDdo/EUUpU+TyRr9GLQwYiJuB6eSJjHF6v3JYVgwubTPZr\nja9KDgpSJfcynovGPPE0c47rk32PGPTXQW+F9EPaq2yewhkXMY6d95mnq5o9f0zvrPNfVZRDLv1N\nF3GjmJ/Day+aXXwfm4P+Xb3s9yKQ2kJLGwUzz16JWHu7XV/D6IUbfVOx10RFOO+ZBKDh68bWevQD\nqVC079ToURlUKakeK1gKnJzFOG3K41KZatyLpWTKKYOWfjUHLfoau+tlze4NzwQWQmDn3KCsjXne\nmItQpmFWH/e4quaYLLRS8WkCrRxq5TBPTKXs/XqjZzAuOXvSCA+xbWv01lg35/Wy8uM3b/mTV694\n9faB7dwglZC9hliJ91gNok8v0HWxhgwK9pCXHaUd7yBlB5WGdYBkJH5RpvbLGoPE5xFv5GuaX6yH\nBpgcv3s9ayR+P2nKO2/5alya9z0ZYIpKUfEp2EBicd/6Rjud8GWhLadgx6umabdF8H31lj8tJ/iZ\njxGfcX3aEqPfG+3tPZ999prDiw/gZuL1w0JHefHiOXNVlsY7f7Wfkl9eMGbD5d6bWT67GO/DL3fc\nr33vzLVzCAyZy6W6xmi/KOFFaVeLxAA+373QvNZ3r/Jrz/1nvnVfjWSvLvrrDvef2Pt/ruP6pK9v\n/F/gLf48Yia/iKrf4NHsybQZZlsOvdyXiiOdYH+IYIcn6HsfUT/8GL19iknJBL9AaibYutGXE9t6\nj/SFYkpfFvx8xrd2Wf+909eGnx+zYichEFif8Vf++u/w23/9r/H6yz/jD/7l77NaUGs1Bbck6eKq\n9Vc4UXMnfCtykxsbZP7oLzJIvnpETeJqUXVn+Cq5hDErKbnNFfVFfISmAxAbVL7YNHtS0g1Qiz6G\n6kHfObpxpLF4Z/UeQR6xyG5OLpSdIg1o3LWFtUR/y0LhYIXSFe2NYiVyCQ/j2maBqtOyyiKBMnkL\nBcWaykY+6OIeG/Ogf5gZvTW2bixtY7XwqurWQzzEI2CsEr4Rc5k4ljkSNaLBeyqV4/GIEibNIhGs\nlqlEVUSDHyh5Lt0iIfRuF+QxkwyHtEUIPHGz6D2I0Map04xMFakV13wONaSK1/OJ5c0DtI5OM21t\nNI8q2Zu28WpdWRv8i9+44R//jWfcf3CL172LJMrfo0WA2ES7pJfGdEPXCU8TZlXlrkyIgElhPW+c\nMFZRbrxTzJHqHM35aIXnp87tBodUxXMFc72iosk+rkQuFAtRzT4/p2gJsZdRRcuNyGzQXONejmNX\nQxy0O3fooXZVyWQyr9uK0ip8coQ/PXfut4VzOyNqcCg89Yn5DLMZy+xoI/y+SsHnA+c68QbhwY1p\n3XhWJ142uF2DWtSmqGDMZGVIfvqCfEECuQRC33Ts90opKUHfCxQPxUfbX8t3+4kQBZCMh3L8ue8J\nTLEUFpDhsxjJX/FM0lwxEbzEM63GTpl7aYXv9Ykj8CiCT4foF7MWlZ62cT+tLH7gFqVImLGKR1UH\njSqcTJVqToNI1Mxj3al1B2wuudFIfK6TDMtxnQmGjGQ1KrdmAcZgmbBJ3suiEZxnoCpZXQqMa6yd\nFwMDFfB3QPhvEX/K92B82r+t4HX/8QDgRoIdK3DP5HkkhuR88EyoI0CLylQGZjL0ewfQpvlqg7p0\nTc3WPemHpD9dxWljvFyDTj4k71UiqTClbbtsT7523ZMNCLqkFaVbiXXGBpBmdAtT6Z7j1rLSFolb\n0tM9EPyru7tjmt0Mbz2okCKZZGXQrkpRR3skSE1ivXY66oYuMJ1izQHnlT5QSmGuQXWsqcg75NdN\nouLmmfCUknRAN3rf8BTfUBHmWplVmETQ8AMPSFTinIoqUykwzegkHGrlOM2UktYbQxkz/848RCAa\nsDmsi7EsnbdL548fHvn9Lz/nh59/zv3rR+zk0GVXDzYZ+2LDVQI47A0vU/THalKcMyYZAUgIe0jG\n5nsKwACZhxBaiBJksGgBCEdSmJLzdlmTIMZFkfQY3afEtWIzlyDoCmgI+fgAMEupSJ2wnCOmBaSg\nzShPVvryiK+P8beqg4WZ66uPKZ0JCd9+fG3C8k2/egE6xtfiTn944E8/+4L37t5Djrd8fv+KU3de\nvv8Rx6rcb+0C7O6Jg0cg85WkaNAQPRO1YKde1sJ3kjQNn7RrWnNiTjvwE3unIF7iOYy98uuufe9X\nZF9/95jiZ7xHP+8xzutnPb6RDvm1Jz3WQP+F5oJ/eYfihPiPJAAZHpuRSJWirKVBM8wKcnsHH36E\n/tr34eVHND3gQnieTROlCN2C/ZCQUrTJnBbsfIZ1iXtWAiS0c4PzGTu/BY19uttKvb3jr/6N/4jv\nfOcj/tE/+N/5sz/4w3diwCIS/ebiIO1br/CXS328QIeZrFkukrmi/JyZ2nVsOKSXw58rud8uUayX\n8k61Lihl6ZsS300EVvdEbadHeFSQiglVCxNTJGreWLrR8PjwqKR1hqln9ADgjVVWZoRNCguNkwve\nyIZcR5lQCXnlIiBNkI2UEC+IV7Ztjf+r5uobVSfVRINzA3dJ2pAFItrM6BIVtXPfMpEqSa0qzKUw\nl8qhTNRJ9kBEJRIJISt5eZ+GCahU3fuovPcI8ORqMRWI8FGi/0eimrE0ojLWPRK6GvKolKAMYk4R\nYDX62xPbm0dkc5jh9HhimwBvPJ7PLI+NP7qp/KPfesaPf/Ml/dntHnTZWKHSBNE9JKEXHypowgko\nvVO7cRS/qIv0jqFs6nR1ausc3DngPGmdD9+EiMihhSqoSCDNGyEiwNrQJpFgD9TcrxTIJO0A0uDY\nrY+sOyhPojiOllQj2zdG3YU6fPholaD71fT/kUS2TWBV4604923jdDqznldcjHIsnDngW0F9Raae\n3l8TViaWeeZhqrzBOZvy3IyX587zzZjXsHnoU6inSbsgyGN+/eQ6cPnZV9VeJVEu50JLGy83Nl1X\npZag23braI/A0kfInxL9YvEMi0jm5/JuRT+DL5GL7kOG5BkIRfUkAlPh4IJSqCK89MJv2MyLDq+A\nrjW8xomKx/nxkU95y6sy8/x4RLRSkoP8jiR3FXANjy/r0cJyhRLvfTKwJ1Mukt5OulNxRGWnYMXL\nG6SlgI33jBcMgReXbLuJoK3iY2qkaMbYsi5ZTCkaU2h87yqRi9mtezA4nkbMvwHQSNBGcuPaGQ3j\n2SQJUHbriqysSaZdUqiahsUeNB3TQSc0jKzkXAdpqoTVR0lLkbIDxxEgXipnO/BBxjKZ5ASSSgg7\nlADA6my7/ckYsyNRcyeZDZoiQXGOrVtWpYTNjeaaOGJU3Jpl759H5cWkRp+Fj2dzCb4s+2hFCboY\nV+CPKFqiL7UKaTmTe4lB6RdgTHQNWf554jg7h1qSfliiypkfcZ0eoAA9r91onZCPXxtTXZlrYa4e\niauEsISm7UZRCaGQEhXmSStzjQQXHfYzcf4xkz2Ersx47E7f4LQInz2s/OtXb/n9L77kT18/sJ0N\n6RKm1jbsYNgDguu4I34eCpB79J5P3AlBlx1Ddif5dzmoDfGgbe/Sv5CvO95z/J1fKnU7WhFz9IJK\n5+vbyCL08hpjzxzro8f+W0phMUW04hRaAz82ypMFP7+mn19j65Jxz3Uyc2Ew/XkqIH+e49213LHz\niU8/fwUfnNHjgdefnvhy6Tx570Mmrbit78RsA7C5wpNif8zxi4zqcrItNBgBcYsvLJkAfPzyouRQ\ncMuiZTCkxl6w0x7tskbmQse+AMgFbL4+319EceEXeXw1QXvnWV+F2MGYyLVjBwl+5S7na4/YXzT7\nPJ2KZptFS4YB0DdcC35zx/TRdynf/T72/oes8w1mcKyV42GKuK4bva1IO1Nsi97+daU9nLO3dcsY\nKz2L1xXOZ6SfwZ8QuUNHj7ccn7/Hl68/54f/z7+gvT3BzbOI2wD3aE1q3Shjrn/D8cutqI0FMqkH\n2GXSwS8AnfCrSTyQFNXIskciQlD7QlDk0nTMkOTd56q8+1mTYqVR/QjJ58JEZRbjKAdWiabzhrGk\nJLNJ3yl2kopOJxaKSEjfo8FvN7ANmnkw+x2O08RUJBvnjdIrB8K/zKyjVYjMiAjOEMR1jwHHnfUM\nuDrRd9JwNkLkJLyaIgGspTBJYdbCJEqtmcCV7KngglhEESdCuVE10ymSlJCLkKSN1QgoYadhCLEo\nWuvM8xxy5EpQ1eYJqQHH7shk69iycP7iNee3j0wbnIvyaE47KOYLj6eVcxN+9zfv+Ke//ZLzi2dI\nnQEL24VRbtgX/OhP2oDmzlszZnfUO5M4N0Sg0zXudZGZjqM0Dgi3As9wXp4bH7xaOL45wbkjTRJd\njWuOniFFbQiJRI9A74Zq3wVfImmzqJhpAW+7jPcw22UIqowG+dy03D1ovd2oDnjFUuk/41aah1+e\n2MT8sMHbFd021gp9VhYKy1aYF0ekBQ3WJ5Zp4lQLj1XpEmIaL88rd6eV49qYBPqkrBIy8zV32q/l\nyF99bwTEowfPSQP3sdFkRXBHsK8ShqE2WqugXXdQ5vp9PAUatFsKrFwDMxEE7Ru1jyD4MmsG3dFL\nRae4bnJNUeBpd359rXxnE/7IJIVlJpwVWmc7n/lc7/livuWjeeZOCioFoe+BCMQDMgu6ozDvIEe3\nMLPe1SG5VFjfqfgwqHKaCVYAD6HgHgE+GqqGIIOAAZIy+yOJ0rFSXAIQh53GGHHkCHzHd959pk6I\nQQSd0nZmw/46Jkl3sKvndal8uUevWnz3SrrbPZLcEsq8KspuMp7nE1ozQ5FRLuNEr1gTolndGQnV\nBYXfx4ZE8iMyEjmiQl2VWqdYE6/AkVGd1aEuN+6Jl716a0lxDJ+1vptdr9bxFIAxk0jUlKBHOliv\nbATdr2dgFSDIAHski0GDvhXPVqQzKNaDBhfMiLgXoyMLByuNqTirwdKduUR/9KSRFGvdb/O783gH\nnAgqkIOWjalWjvPMXCPZi56hTHZFmDR6jIoqk5ao3mk8u532mBUfc6GZsBqcWqeZ8OVq/PDNiX/1\n2Wt+9Oqeh3ND2hgnFmIu2wZml3vlg/43euGvFotMhkTYgd1QcRwJMKCewMI+0C/jfqxPI8HL+f0T\n98uiG1nMdrEfv0ymd89nH69yNf9GdTfEXrxkn9a50eeFcnNCn7zAzq9x+5K+pagYl7zj3ff6xYTk\nXwXZrn6Ab4+8evUaf/0WU+HcOp89bDx59iHT8Rbenr6yT4zk6JJgjiRNVb5yWzO5ukq0uErmBuV0\nrwGMBe06gRvxouq75/GVZyKSPciD0XQVsP7cMetf0vHNAiO5x8UC9yt7/t96jGftHq0Iuca3bJ9p\n2dvI3VP48Dvwne/Dex/j0020JNSo5hvCtq0s5zNtOSG2IX3F1hPtfMaXcwRQpYB3fF3pywLLChYt\nI+S+46owz3x+/5Z/+s/+iB/+/h9QCW0AyfsdBSKysvbtPaK/dOrjZcE0xO3dOfTzv/xlojOStavG\nci0UmahZzZHsVRJJlDapkLG5v5usyY72sf9OcQ2hDXeOGE3Cd2rbq4RB27DsA+sYm208WE/BhKgD\nmBxw1/gwRdvCXMPHKc5TacQCUWvHpqgI9h4o/Aj0rV1QXk+6XO896TZBgdquPlpmdCVpQVULU6nM\nWrKfxpmnyjxPKGFYXYruXF336EcRFTT7asCRbOqPgDFR2R24iR613jpt2zhMx2h89qh4ioP0dJN3\nS4jf2R7OLG9P2NZxL6y9szRjUzhv97zqwh8/u+Ef/fYL/vT771HqHUJJNFoYQib7SjuqXhkxdowG\n2U+vLEWokhYGVGaLwOjGlDtxnim8Z87HS+ej+5XjeUOWDTbwzXKtj+SwpKNz7+u+BwylN937ixzr\nLVRGNWiv3UL4pNT0fBmDPF/EctMfwab3sBCI/iQN7QYXnPCGojfuNsNfLWwPGwudR8nEsChtVppX\nikfF03ViqxPnqjSFI3B04W5tTOcF2TplLohOUVUzz73s3UrLOEZwDGS/Y24YuZAJlwQO0eglG2uG\njFQqaUQq+7PSqwqUXt0j7x3fKygxDsRjvBbJXiMG8pijI5MolVDWUz1SbWPeYq0yMUyM2hrvr4Vf\nX5Tfa7AyBSA+bYHmCbzpK5+vJ95stzydCjcIU3ZMavZUQVbsSkiSuwjNWlQFbVQnZf8cwzeiSjfD\nROg9EvEkbdAGKKNxH6WEUiBEUjD60JCRXEhQYK9UFkewSK47o39qX2v3Nff6Ocd8a0lntpHIkCSv\neCG66R7bjuRxPGus7gkS2W8mETUjBH1USwmluRFgZ2A/Ch822AUGJlEJMkmxI3GmOfsNszrtPlrp\n47ojkSPHZY6XokyphDj6SWNevTvSxzjcFXYzOOxJbWy10LqyNmXtQZ8c9MeoqsV5mjl9K2waa9T+\nfD3rk+o7RdUteoLj0V2SAJeQpPYeooCLBnVnVCmKKJs0VBtn7TyWEpL7JZgVtYQqreq+rTLo2teB\nnqO0GvNj1sKhTqEaKjNTUWbv0dcdExwn9xwRgtwr2S82EkinubCZs3Rn2YzHxXi7dv7w/oHf+/wL\n/s3nr3nzdqGvEm0DBFBkayRqbsMHbvQ5jj051oehFrv3UyYgMsb0RXLfsgc36JNiFvM8qcY4V0mc\nZ3J3SbTG8yF7HmUIp/lV4nG1P8n+rTE/s1ZqA1Bo3Bxu8FpYXNmWA/Rb3J/A+hLOb2E5Q7+Pvma/\nEEP2/OKdytc3H3+eVO4nXs8NX1/x5vWXrJ99gbVON+HHX574re+9R3n6Er549RN/N8bZOIP934jF\nuOpNgssekuPyko9lFTrBtZKtIE4yWERDXfqafnp1DvFm+Z6a43NPnP1qQnz1j341jm96vjvF0y9Z\n5p7I/2Jy9/8PDicc44d3cU0wOpWiVdGbF5SPPka+8z36i/ewGjG2uUBRFjP6utDW6OtkW6je8L5i\n5+j3xBtKiTbSrWHnE5yXaL1BQEa8Gz2RXY0/+uSP4Ic/5Msff8psTkuVSNVUESZo++v67aItv+RE\nzfYs+LJT+y9ufFwFsZIb5E51ii8vgc9YGK/km52U4xeJtqsr6qMQ/SvdLAPFwgS4K91gNeNAiIls\nhD8R3hCJIDeAN6PTOdFiA+/Ry+SMPpmgi8ze0rBaqTJBJmxRHekhYa+OtS3PtYALrfV94erdaK2z\nritr21hb9KRtvbH2RsvA1TIoG4la9BmEpPhQz6wlEFCztvuY7BQ1FXQKlFlGQKdBAUQUbzC8Z0Id\nKha88D4S2rLmM0vO/xalZfcwJNXsW/BM5o7zgSKVVgXXxto3HtYznx4P/OPfvOV3/9pL1hfPKGWO\ngLbIZUG9BvziHWmEl9tknkIzYKphWIzlkFKqdZ4iPJfKUzXu1Hm5GB+cGs8fO/OgYm0N2eJaR/E4\n+GeX+zY2lQvSP3qnQhxAUgpa9oA5ztitZ/5/2WjfoTioQiE2LAhUuWdiY0Zpnbu3G+Xtgp0bTeFR\nok/wlqQFa6X2GaHSZWKtla2CivFk6TxfOjdbRzCoFr1c1tMMW5PKF+f4VYrNt6GWcRG8c4+Qq7+5\nAkgGCsqV+bEMpHCf+1cvmeeyv9S455fUD8+ET8dcTP+u6kqtUOioOU2DtqZuPOmFHyzKiy68ZgrV\n2WNH1fBt47FvfHp64Mvplve08hRhFknD6BAFwoWlBJVPBfASlaEU7hjUlNG74yKX/xN0DCOEKZwI\nTlwIO4zRd1eUOkUwGATDRIlHwoai2hl0uJHEjXs+EoSvVwS73GzzghmZqGWy5pdQaPT4jKRlVAhG\n1SlEXkIkyDwqLD7GUorHlLQC8VyjR/UrpTTjtTqMPtBRWR3Ss+5OLYGAXlfb/Gq8ilwqZDr6ZEtU\n4koRagktxmua3rV/JbIXDvNuKlYGQ87pVug2XZLY8f3eaUNkxIy2ClsmdaF4Gn1tzeL3mpfYRjO5\nGynj3ltH9AH3ns+ikfeA6JkshTXtLxYNz6laC7UGcFdUmTVBtzF3dKhljskaM2iuGr5VxLo+WmmP\nU6VqR3I9K3q1/hPJItnTLbksmAUqvrTOed04Lxtv7xd+9PjI7376Kf/8k0/55Mt72iPQCj4UU1Mw\nLKpWY2zmx4gNduPo2AEkRW0kpfdzNYixKtm71mOfHOPOndjTrpayYLP4vvhILF4JpGVFrxvetoSx\nEjiUMYg9mT1x3iOgHskCCXC6O6WvUCZ6Fdqh4G3G+hE5PIXb95HH19AW3LZgWjBU/fbc8qcfP6Xa\n8k30yUulMRK1x/svOX/+BfQOXfjDT97wa7/xffT5+1B+xO51ef0a14BQrhEBII11jwAnzPDh0Xld\ncXNPcOsSb+z5ldlO5x2ehzvodH3+V9epaCZqXJ7Hr1pmlsdPJL5XX/tXPsMAua736l/N63r3iMht\nF/1xpQ+NieMN3N5Q3/t1pvc/xJ6/ZJ2OEadEQJWK6Z2tdTzFhdQ32Bb6cqIvZ2hrWCh5h7XDssC6\nxjjOAoLJFOCNd/BKtzOffPojePgz2mPjsK5Mx/AlVpIx12HrBMj3Lccv3UdNdmR2fFw+/bwZ20BW\n8csAjdJ3os9u2Sx8mXOy7/Qxv0eitqtg7chYLHee368lVdlMac2ZpDNJZ2bi4AXzQqfsi86W52ge\nVSCRzqNvqK0U0pNNjCmrbmuzMMj1zqRHVGv2X3Ssbbg2ti0aEud5RtJjCULdzCx+vm4ry7ax9s7m\nQbvZrEXPisqlIpbytlOtzFqRZjRNfx/rTPOMaqVtG4NaVuaSPWXJEebSDE8J77CSQgx0SzRRwvSU\n9K17XHY5bZGgbdINKVm1k0vLda2V+eYWROnS6dY4rQuLbXx2c+Af/pUjn3zvKT7f0VNhTqruClHk\n+BgofGgwOFWUJ64sbtFXhrL1KKVb2gRsbLzPzAst3JXOQVbu1saT08a8BDd6E6dvG3UjZIW7gxeE\nad80Qo0qqaJFMyAce5BckjNVSi17sByUSQjfuqsNKBefjAuQAl5K0mUdbxYhQe/I1pgfNzivSOtQ\nlOPqrBvMIhxcmShUifHUpdC04JNQbeO2NZ49nMN4fApKa3cLERwCNerpDaXXCSQX5HOnTfWrRHP8\n7hXsO6qM7pd1YkfzIYMn2xO1b1pA5Ooc4oXZ0cOBuMc8kB0M0SjFsFf/GTS6S61QFW5F+bgpz12Y\npLKVgk8NJfyOlnXldX/k9eHM6XBLS0ClSvSkTXm9W9Fol8l5ULViKnSJcxAPM+YhBLAnY/vHSNJi\nbqXgWSZoE7WGofRI5iUVr8ayaw6qkXzbdYCWwehI0oYnzU+suXl0K6G+aCGi0XdhjBE4gXDpx4rx\n7Jfqm4F7YWstlVdzULuBa4oQRb+Za9J685mwGwknIDYogRIVR08angALfTe0HsnaO4namKtJlRzU\nq9GDJsJuTq35t80v3pSiypRAQrxgBuOZJHtSG0fQHNoUmai1CwNi1U4zZbMa94xUqc0kuHkJKxmz\nPYi3DOhD3bfvvYCe4hI+ft9j7xj0zUasudJ6fE6g4Kgl6Ip5vnqV4I5jUthqWKlUjLlE4lY1qse3\n0W+f9/MSJCuaKse2A6mjmrg1Z10by7LyeF54c//Ij774nP/7kz/hR599yeneoqe2l6xiNbyHz9aO\nP8TojReWMY4uPV+yry2XZM5zjIyep8wKoIFpqkIq7A2d+4K1T4h3Kvx7lmFj3QsBDVLdecyLd/JK\nruIXvwJO8nm1x3v0cERkguphATNNaD3C/JTpeIsvbwO47Z3xEuNsr1fMX8Tx9dUbg3ZPPz3QH+6Z\nzenN+fFnrzkxw81TpNTd1oJx/e8kCikMRYjD7ADkWI96z774vDdfqXRdWCg5rhIEcU9AbkSiV2Pi\nGhjcb5pewL2fuHb4Bd/Nrz/eSdq/4XgnKfuGito3vfrlpf8tSdR8hYw5QhlWoE7w5Dnz+y+p3/kB\nengCUhEqMtdI1rZOXaNPtfWG9GT2WcfWM/18gt5ifSoFW1bsdMbXNX6X6/32iPuZ6h0xwduJ85s/\nQ9tG0SPb42fgZ3SakXoIGy8rlNtnfPCd7/InP/rH33iFv9RELRTPIiMd69cYH2OqDchkD0BhR76/\nisL/BA/3ajLv6IEkYuvOJp2zr6y+0pkjONaxKAeyzEhcVN59HTSU5HQYmEb/yKSFQ5nYLJDOzQuz\nVUznpC6V8HFJal1QKnIzEgu5fjYeWBATGh1zRX1GvFB7pWF0dUR6UH60Y48rWwbbYNRakHRVL+b0\nqgyswgAAIABJREFUZmwWH+fWOPXGyRuP1jh7pxHNyccyc9TK7MIETEUpVaHCodRMbA2pUKeCFEKa\n1HoIJNQSaHEiplIEkZJaGE6Z4u65JgUxfagGMmuHECdxHK0xobwq1BIeds3xxw3ebBSrcKyB+28n\nlr7yup14Ox343e/d8S9+cEc7Hik+0ecCxXJBVlwiUEMDiR/UGyw66raqTF05uNJQ7sVZB84rQlXj\nUJVDhxnnqQnfeXA+et2Y3REr6FpoG6wp6KOD2046OHklKu/h5aVKoDYl1MBKVm+9d4Z4guQuPqoZ\no5do7EkOiJZdnrtN8b3ewabYnFgby2mhnxe2x5UmnWkSZgvK1flQWOuE9yPTGrNxVWcpIOo86c60\nde7WRu2Ga0VriUpLWj4MwHPItuguEuF7VWTQckdVPeb/Vf8YV1M81b0kKUN7AJNYjBXDaprES6Hl\nvySLgkElPBTFPDfzVFGzUVFPitxeYfOLe5uMuxvjo3kE51WUg2Ss1ht/9WHj+2vl93tnmQ6gB9xX\nahdaa7yqjR9b4+N15UNNL7NoPAuqrQh1UH9Fcv5EAqI1KDdBvSEq4BoF2lhR4q65aNp7kAKsNWTS\nS6VONVUk2as9A5wyLhUtkSQ7fwVJv/TGhA/YeAbvrMHj+bXsEXMolpLYjLV1/Jpmzxa7ymG/CqKC\nKq30HntB5Hh+YTZoQWvS5wYgl/TOsWIrciWpHjFyc0e2HkqCZuEZ6UIpVwEdWVEx9gQtlHWVoiG4\nUohN2fK8PBO3opcAX0UoVS7gy57YDOXGMZ4zdc250U3ZmtJ69CTXUulue3WyZ0K4DTq7C93JSlzY\nAFh3Wim78mmzQt8BtxQr0aEmKKj19OfMRNk6w95LgC5ZUctnJ6q7tchYnIo4U1FOvdDodPGgXKpi\nJf7+KNn37JKquhLOMhp03W7R6+YOmzn3W+Pt0nh12nj1uPC7p3v++aef8aM/+ZzHVyu+zigVlZoB\nekt0/TJG46nq1RraCYqDRbC1BwDxZDSpqAPo3deBpMyGGX0nS9KX5GdP7hS8XHK2PQf0UTZliJLt\ncY7HL8reRzfYNbke9tg9RggkIpxtoWjBasG1QJ2hHrDpiM+39JsXsJ7wpaG+huWKVlzCNkjE3p3E\nf4Hj2xKBQWd3b+jjOZKqKS7os1dv+KQZ29OXeJnQbc2USff4zVVjHTcDaYjUAKuyjUK5KHpKyCsT\nVPncb10DI/EBhPj+MZ5vMBDAh1VPJnCj9ij5fOIoUCYMp0YJm64aSb2P5/nzHu8+j6/vLfvq8ZNV\nz299qvtrXidm7KH1zqa4vDxfvbZ378vVWVxe+qflkz/1qKS1Bdm/i+xiSkNN2t2oWqm90FyRegMv\nP8S/8zH+8iX96UusTHQj12hFvUNb0Naj2ryd8XVBtjX+vyxgfU/862mhrSt9WXdAYYBNo0c4hm3h\nYA3evGItij99in78XUxgO71BPPrP5eaW50+ecfv8BXdPn/En33oPfomHeGwWnqISkEmYXxhq++9m\n4rQHo/LTJ4STlKhEYq5pKAM1XCS8zPqg+QwURSRMIYc4hr4btPi+ziY1DY8NnTCVnkph6kEVOcoU\nqGOX2EA8qZA0Nh/BX6ersFI4ycoI51cq+IFJIthqIvSmtDVELdTj2vQ81MqCmy/qlA50oyW9ceud\ntRuLdR77xskbZzpr7DTMUjjWmaNUZpSjhtw/Ne7JRCDXUsCkMTxRQ9o5en9GRS5LESl56+kzZAyG\nB0o4mTZgs/2J6W2YUXvvqfao+Z4RdYp12tuF7dWJ3hVuaqCErbGtCw/S+eGzp/zeD57z6sNnUA4U\nF7pqvF/vca7DxSoXkqoaMtIIXYwF54gwj59LkmG9I+YcvFG9IQZHdz7syvfeGO+9btTWkEXQs+Cb\nZq+W7AlUN6fTAxUUYrAruPak8MVGUUbPTPZXyKCMIrkh2F6xDAGGRP2z5ugyqjDxYLRUmja2trKc\nVuxho/eGVUFdmNfooTwfCo+3lb6GUfvUKwuNVp0ixnEzDudUtdRCL3EvA60v70h4h0Esu1IckPPd\n9895snFdIqhcbTg5pnUXG7qa9nlt/y93b/YkSZKcd/7UzNwjIjPr6uoDgwHAwbELkiIkZB/3Yf/2\nfdiXXYpgV3YBCm5iiBlyrr7qyohwM1PdB1Vz98yq7hlgGsSQ3lKdVZERHu7mZmqqn376qYmj25p9\nnIp5TWWje0CjBh1vEq7mgRo+p4bgxrA7KRa2DHsRtaXuRfl81yT0CGqKCYdgKtXW+J13V37vXjgu\njbdHsDyj4nx0mQpvUuKnWvnF9cLvZOFZStG02DNkGSi6QlG+acbySjljJa4h1tDIAvvQxBhGvZ6j\ngCEcMTm1bagRjuzOw7qzIDuuLAdYrfBu415BtdGzcf3Pn8kWaDsAl+PRaaT8xog+pPlGFsnUg4cy\n5Otxink0oTV1Fa8hoz8UHAWfI0Ph1h/nWDuRuWG7NjWhdacDKkY2D9qKEe0xYsdJIfVvTqkZ15wE\nVzEcYi0WfaqEyCbntajdaeG2AgBr3SXDAdvWhr8mMR4uY+9ZsowUz371nvynurz/nBI9R8NXg9Zd\nuax2Z0H0CIQ9AGz03qlBq8xpBIX+vpSdhNeNrabQ0Y5oeecUo0GTdcXRtPakcntqTEk4t0yzoNhb\nR1OmJs+u3h3gznI4NiB5tFXwOajdaM0pr9dmvFsqX10qP31zz0++esWfvvqCH/38S159fcYunpmW\nYGH4Pr7Ren2I/fqEyHpu+ZN13L3I1V0iS5utGcCS210P0kQGYDGc/e08g33jy/FxoBYPaWTnUwhb\nDZ9jPVd8cYqAZB1e2zLZ7nDQcghToUCBNCFlxqYDHI7001O4vIX8xgGgcFYNWemcv6Yv/eDYZ5q2\nv4eBeXdhzplFvNjxvCz87P6e63yENMSBssN7kvDm7QOE8qxnAlK0yEh4S4IYGawHw0cy5GFzYIg8\nuEZAWDJhB8r5nB+PUW0E+Y8yZ/FBycXjwQjaHQHE5yHfRaj2KzyRR295P1bez8kPnG8AEHHB+5rx\nlZ6++5L3Ardvusr9deyzL//UI4DfSO2/90Ue2GcsWGs6HZmef0r+7d9DP/2MfntLt4TkQi8hxKWK\n9Ia0K1YX0Eq6ntHLBasV682DsViW1hr29t79maEGSkB5A5jRClPxvWnp0N5BTuicsbunnA5/yOn8\nzoM9lHScKccj3Sq/+NmPv3UI/sXFRMbsWif3dwFGrKePwGt1Poa9fWig1+JzhiqXYjkso+3eszs2\nGmRIqePOT1dPnboxESbJnPKBpM0ltNWNcrdBITJMWtSVeAPlLDCJl/ckjAuJe6scrHJgplqndA/S\nRA1rmVnKOomtGSaOiGrr6FK5toWlN5Z29f5pvbJYpyZDUwQq4fDklDhME4f5QCne52g4tKP/kIgj\nt6ijztM0udOj6rTMaBzoD9Y3nBGgDYoWKivqKYHS55CTl05kBx3dTSHRbb1SLxfO9YxSmJg8TX1d\n6L1zuSn89ac3fPHyCTy5g3lmtdSBjGw93KJmcTjpIszF+cOiThO5An0CK4mDJqQapRkHVablSsmF\npyXzvXeNl28a07nCcsWa0JcaIgK7CR6Bh691C9TV77GIuBNkDxUPB298fNY/t6PiMJzQtGWQgxpZ\nugXqlXxeXBvLtXkxbO+RgUrcduOmqTeGFHg1dV5PC++S8fLaEGBKwqRKro1UlRLPXS0CUYeiV5qj\n2egf6M7e4w18CIiMQG0N5D6wwdhuHe4d/HWdD2dX10FhjMz46WIttr5/ONzDwdNw7LV3rIcC7AoY\nraXnXoYug2K3OVFJ4KYZv3WBlwt8bZ06FezmQCsNkY414W1b+NzOfDFnnjBhwBGhpAi1hiql6oMA\niJ0s9QjG/AMSDoODGRkP/HPOTFOJOqPstOPkY9F6XbNfg/abbOvltW6Cu2e21jrtHJ3x7605M+vG\nnErxuR3Zn2S26gE9CNRglcdOZuS8V0Z0et1oJOqNrGVTP5eNrrg29cYDmlqr17al9wOkcT/DwVVN\na12YB7denwXReF622hgfmbQ+FwdRojdbCvGR8cgis+bNtx/O38fXMgyF2qBSeqCYBzUymBEtS9SZ\nJTSPICzsvfkeVJuydI0WAOrBnnWaQtaEtERSz8S1rkTxGkqJfcWfkuoQJjJ38CPMDovq/xIP2PYg\nwSLQWsa60WqnN0M1ca5Kf3qkng7Ug3JTCocUiq2BSPsDhNaM2jv3S+fNtfHluys/+vxr/vYnP+VH\nX37FV1+8pS/Evpe8As/cIV9dzX0APObmA0eS1UKsL49nI6PJRxjwXcDHCHRs9/6dPVqzstrjo54p\nHcyAtS4u6LQfWmvb31mB7HXNYds5UEwaWHN7Zd2fw1Sw6YDNJ2w+kqYDUrLXNg9waoVN/hscpuj9\nOw45U6VgZeZ0OGDXC3VZ1jX6gBk1rnO/bsIWSrw+lGw3W789U3/cbkuS7mwU2/nGqMeu8GD/+eBt\nIDBaIT38BUO85zuNfP8Zj2+ac99Uc/irnvMfR7X89qPC6juu46r94XeY973t84n87CPmz75P/ugl\ny+EIefb+wgGeNTO0L2itSK1YvSKtwbV67Vlrq7+VzKB27LpQl+XBzHifwXelpBv6ktC7O+Q0Ye0e\nXn1OvyzY4cRhLpg11164f8erV1/Rlgtaf5P7qO2pT7Azmt/R+cPh2By64SvbZr+H04N4Hcr4b7w3\n3sOjzXU0UEzr78ypJACRWSuSmKWsGzRiK9cfi95rCFXqmnL3gu9GJVGDZnI2F3ZIPZNxukgyp5dk\nEzpwTWG8RLzXjjiNq6ux1Oayo61ybgsXXbho5SJKFzc6Q4q/iAdsx/ng6o5hOHMC60rOE9M8OcVR\nO4qSJWrvRiZNgnI6+Brh7frIesCk8bIDZ+LBGcMRwHs7lQjuunoAox1bKtoqjUoXQ/RKujaWZeFa\n4NXzG/78By/42W89hydPoBRf6WIRJHpwNJgeCXcQBkqSJHGTvU3CvSlvtXFNoEWYU+JOXOVRyoG7\nRTlmeKHGb7+qvHy9MNeOLB1djLY0+miEqoZj815DMTK8oyYNsVXqezQwHUP3YD7rFqSlqG9bkb+U\nIEdT5AiS0nXxXj/aabXTLgvLdXHEXTwoLyYcmnHo5mqO5gqE70rnlSo32jmqUFQ4NGWqytRc2CWV\nQurK3gFdnfcY0w8VZO9rgNy5SOvn+IChl0eDsQ9iU0redF4kapWGoxy1L+LUt6Gs6b3oxuST9TmM\nDIz2jrWE4XRbn8YR2AMiiRz1cAlQGWqywlGN37nAb1+Nf1ClTgnmI1oak3a4NO7rwi9I/NwOPJdC\nVqd3zAN9LNu4eIp6q48lJW80nXbBWhhONzF+L1MEZ1PJQXcc4aa3ctgLZwRU78/Egno3iJS7cd4H\nasSlDQrRUBvd5+JKzus8SBFAWDjKhkUgswk3JRuo9kbBVPWGy703f58qTYZC6KO6srDXo8G4iFLr\nFpQ/Du7HGvRALTJLERiWEgwBc7tqRBN6C4plBCVEjZZn9jxISyN4h1UxeNQJyu5/676AMDIsfv2+\nVymuEDv+nc3oWald0O49o8yGuIsDZyM71ooyN3XRqDYaanu2z6meLkzSu5J7p9ZOSoYxgfWVZuTi\nDg4aIOP7IsgdgOPO+R3ZTEFp2W3Odcmcr51z7by+VOpy4u3tiac3Nzw9HriZJ2Z1qrnE+kWhLZ37\npfLqsvCz+ys/fPWWv/zFF/zNzz/n668uXC4dNINMYTMUTd7SZPUt9oO+d0rj/+MVGUZm/x7Zfrv5\nAVt94QbdyHbOkZEYTvvgB8faEzUf0+H3yGbDHq+xh47g/rVxbxGoNQU65BBUMAcdrUwwH7D5hjTf\nkuYjUiaITOV/2yMo229fkXpF5gPpeMNHT+/46PbI3+9ERFbmkuz+zjYWDsjE2jXF1fuUDblidd42\ngRAHMtzeR53p7pxmo0ZR1lN806Gxb4ay0LqOLfy6Xx7q/WYc74Od2+v/1PO899p34dCXKc7jgbvs\nQAt/zhnyHfnpc+T5C/JHnyAvP2YpJxaF1JXj8UQz7xec1Pui2XIltYq0hlyuyPXqdSrqRUkS9fZc\nF69Na80z3I9Ep7ZjQeqJVF7w2b/7X8gvMj//j/+B+x//mJ7ueZcnzslp7LYKKXYnl+GlD984BN/B\nMP7TjxWi9D8PkZDvYLLvnIpxDIO82W53cMd/EtJhttrsgZ7tzhEOE4GgDsfSnSB/T8aphEkciYwW\nd7GB+/dnEaok7mVZNwUZ/bZEaalTGTbHe0RN5pTKYpDkQMkFTLjUhVQyBadauLqb0If0vipLr1za\nwlkrFxo1GUhxmmYuTGTmVDhMM3OZvKG1eJYrTxO6dMpcyFOhFA8CMQ9QmzamNLnipBrWon4uqIvI\nRjnYAmDW7JaLaog3DzRvXJuCHuH9pgRdKnq+ImqUw+RaP+qIyFvpfHk3819/6wl/84OXvHr5FOaD\nB9/Jv2dV6BpBWqi3FYFk6qIYpkxJOKXCIg2lc9WONWOWwhOZeJkzdT7yRCp3k/DiXeOT12eeXppn\nxUxotUWTW59vGN50eVAVd6IUki0kv/Ma8KfVsXu4mYw57dmBoBiGwpyFo+6UtJB7TznUJvtaiH9f\nF66i9Dlz7J4lw7rLzIvwtBufXY37bpy6cdeVY4O7Jtw0KC3uKQutuNRxLDdGlnnLeGyOzPvLc1tV\nI7s2BBhGTciHAoXx2ZWGFlleZ8EYPTWyerPwcKkfjuF+Ha8gim/cutqjkH8XL1xPKGZ+L46JeE3j\nwF1y8nqxbMr3KvzeIvyZwjklrMygDnq4FLDxFcrnyfg0CzeaOBqrguxeeMV9w7SqVEkEo06XHSCT\nB5+Sg66XtwxajuyQOz0aGd6+0gVXAEoi4FxpHfLgGoh5vWXUbKsTCFW9Yaf2z3T87PFcB7UySqIe\nPd8xL6Lmy5z+66Ih/t0dgdETMCUOh3kVfBrgi+HZnFyEy3WhN2JzfOiUrA6wjiW6BYheRSoUEzS7\nRoOkRO4pGpnjyqC5kFJiyqOZdoAEa1AfWbHYT7b5Zwwanog4UIF/d1oDtQEuemYnq6sNlpxR9ZpQ\nwklVM1odwiAehJXUvTG3QOvdJe4loyr0DJOmyKhlWm607gBE7YmUPJjvUd9GdhBjbRlgQSHuUWM9\nbLtBHyIdUTu31M752jjXxutr47rc89XtDc+fLDy/u+HJ8chpyhyyBF3U52qtjfvzwi/enfnh67f8\n1Rdf8ZdffM7Pzhesl8AxEqPnqdNY/FppscuM4CttoIRFTTwBCqwaLzHuxLzeMmqrwdiCgTWo27yW\nh7Zt/E1jsxvCJZHBGpn/nU0a9kwDSFlBq4dn3gVw64Dj4jktbjXGUAqaJ6zcINMtMp9gKtgiAfgR\n/RR59B3/DIc4sNiv97T7N5Snv4vOJ57fnvi9T1/yHw+T2ydVF2LYBV1j3xNYQQLVoQ9gXlcejJ1k\n+6+MZ7faFUVivQ6WyrrnDDp8gg89z/1hIt7mJeWgkIKjwKz05/9ejm/Kfv1js2LvZZd2r33b7PpV\ngkILsSvRhoQWhKx2MUM+Up58xuGz38I+/pj29BnLzQ1qQmrKsUyUBPW6UGt1v6xeSdqYxdkLrVb0\nWhmMZ0yRVrHlCpcFalvX/IcYESNQr1149nu/zx/+r/8bF/mSL//2T8nnt0BDU8HSJng29AmmUgD7\n7yBQg9V7H5vbd3J6Hq6Zh45JILC7YEx2ClZ7WtB2vnD6BgqWvQ+NJYlaIVZnIafEMRdUhNKFal7y\nukqFm/e8KiZUmeP2h8H2Bq5NXUSiJ4DETOVilQuVS/M6OO9jZiy9410Z3KFS6VQ1R1R7p4pyRTlb\n40yLnmkSYgjZ69JS4VAmDmViynm91pQT8zxDVqaDKzeO7GAukQlp8ew0OPTqGpcc5wh8zYs4A8fS\n8SyMKPwPxyb5pFVVelNHWJMX6eq1U99coRqH4wlQ6qVxMeXLQ+I/fTLzl9+/44vvPYPbk08AVTQN\nGuZGF5TkTkHJhTkJxZRJXXkvhSOaciJTEIk+bjQmEW7TxNmUQxGeYXxyf+XZ2wsHbY7mhgKVhggB\nksLhsrE3uyOmHY0m48NR9ECuB7K/qYQ+mMThYHgjbXN6qxqSlFTYFP0QdMr06spw98vCu+XKfW+0\nlGDKTIswdcMS1Mkgw/NqHN8oPbmgzKFBqR6sHdQBjZqhBsXpmFOozOnO8R7BpoC+Tznb/10G2joQ\n42EM2TvyCURXh/txVi6lhBRBstJzJmuszZ1jvA7hDqhhBJJjrssI7QadK5Qfw4EXHKXN2Xs+JWOt\ns8nu+fC8Gz9YhM8WeKXCkjJYwSxhOWMC7zTxeTK+TInnUrhtnevIOPXu35G2zPRqs+I7JEvUzm7I\nsNut5Nnx4vRkFyPxSePBzWZyV/psWErPDvp9DNLQ5hgO4zyCB1kzKRLBiY4hjuEcWcvhePokj7pk\nFHlEQR+Axvjr2AhSdnGBrY+exL0I8+QCKetHY5y6Zn9GKXO59lBQdPDkvQUVDriPhxtxVehdMWtr\njdcQCvHgawRsEmASa0ZtDNUIW9fK6t3t+nlipglr1nbNpkWgajjtEsMpoWJO41nBEXEpavV9YtSV\nNTVqi/5sWWihWrugqHpN3UqV7EbvmarKNRmLNq6tce3ds3aqWPO+jLW7IFVX9eBPhKZBrzS3X+Me\nuvoNt65cq3HpjXe1cV0yX91f+eqy8PR88axaKRxz4pCSi+ZIR5tyvlZ+/uaef/jiK/7uZ7/gx2/e\n0DoctCCWY+omJE+QDPNGMw/mAgG+Ood1OGLDEI/nZA+mYhiV3ft24fcI2IZtHz6CsI/QeABLqsGa\nSdPt7btg7YNO7i4o22zheFPQb72gEKHHvuwlB147WCAfsOkE8xFK8Yy8KUh222GJx6vin+dQpC20\n+zdMx1vOZUIvZz55cuTp3S3/NXlLhzQYNjK8goeB7FC7HfuEhl1ypWnG4nEKrOzKBHwkHwCe4++D\neYFIdOP6tkOQKO2wCPge/Zb3J9Nv5vFNwdivHqT9cmf924KxX+V7JMomctTBm7rAnpUjMt9SnnzE\n8Xs/IH/0EdcnT1kOMzYdOZTEUZXSO0JD24Iui/unrZG0IdX7pPXL2X3WJN5zuHevVVsWpFWfI8XD\npQFAvnftdkJOz/nBn/wJL3/3+/zNX/yQy9u3roagjR6g2YAQzMT95fp+Qunx8S8aqI1eM8NgPg6q\nft2pvk9PDmRf2KhOw3lQojZDFR1qhGvknIKqN6gHQc0IEZEURkAjYPPgJUdtacJ6ppiw6GqWWfnl\nGA2hcvIiejScXVZEtZlhRcm50/GNuqFcrVN6835ARqgiCal1UvbPNTOuvXJtlWtSznTOdKqYq2/l\nxJwzx1T8T544lok5RwPwR09gnmfy5HSrLlswI+E8JvCiy94HwOQGLYmrJIj31AnfFlMBiR43Oppa\nZ9//rNOqolaZy+yox9uF6+sLXEFOEyC03jgDP7+b+IvPjvzZ797CsxvIxevcEDRLqD8Vd5jZUePw\noHomMSeYTFDrnLWhSchpophSNRa2VKQIx6UyZePlWfn+V1eenxdSq2jt6NLoLaiU4ST0McdjXiVJ\nNGs4tchrYXqva0BnFmIjwwnnocGzQBL3q8YMrKs7cRH4LXjgvLRKrw1tLoaSkmCSmQRmSV6TWXw+\n36rx5ByqRimyRt3VQ5NY0FRDQYPhODxEhrc1yFo/8NgYPQ7Yxn0iozfTdqTkgg5er6QPzrNm7YSQ\n1Y/gZYy3PgRphg3YwBG3QYPItF5JoC4JdmWtTvnMKTHhAkKuaue/7lm57Z1/dRV+5yL85wrL7C0Z\nNPncIwtXFb5A+cKUzyTxBKVEAZf0FqqBaat1EYJqFxk1iQxajiwfHriVEDJaqXYyno+soj+j1+P4\n/QjWnOWX1uewjQ3bNcT3uM0b/dQ8bNgocDF04dymncPrfSIH9dzpdHtb/3BPHxnEcH32G6RFsJSM\nktQpobtgUgSYo68YhdZGo9Ft/qyF85IYvejGetIwwJ7FU5RoYUK0EQ8gIuVMEvG5IGASrXRlXIrf\n625Wxc+0/l4GvTXG0dkcEgryMSPF8WMdNVxxrSqCmdfXUWTNVqqaq/w2pbayBlNLH43HPfO2KuBF\n8LXMsPTGeVm49k6LrJiF7Vi6US3q4KL3kP9s3koAyGTPWsWc0ujzVq2zqLL0zOul8vV14fbdPbfz\nxG3O3ObC7TRxOMA8KdkStRrtfKXfLyzv/CdSqNcrSnIQKEPKBUteEubqJwEMjJKAtK351bHeOKY+\nN8MOMBDvCKIZjXNXWxOiJaGWurdDW2C1Ry18tfhy0vB1Yt4La1bnAR18rCO1h98dtnasRVLyIM3A\nWnV/Jhdyyn59qUA6Qj5BOTj1MYmXAMREkrjnf+7DzMhW6ff3zIcTlme++tnPqG9f8/LFcw6HA9cd\nWLM/VuZTSqsNSsE0cCpjQkpegQozRTQ5GJK3dacBPIw5MGiiw6Yj0D/QduThxbAFaus+ODJqsdb/\n+Yfz1z6+i5q0x5/6UGbt1z0EB0pF3Pp2MjafkCcfkZ9/xvTiY+zFSy6HA9cyo/lIygcOU6H0M8v9\nGxcb6xV6dbqhdaQutPM9/e07tC5RSoK3zLheoVWsOQCd0hagfej+zAzrT3ny23/A9//9H/P2/AU/\n/fP/l/b1K0rJ2FKhd2oPNklKpFAOddDxN7mP2g5wiv0V+O7m+OMUpSBrfcqQpDZwKejeaUH/Whvn\nPvr8nju+8srjPlZDUkrIQScEz5h4s1WXKO6mKCVWtNBEaTJ5XZr6NQy+tO8zvmUoikqni1NPrtqc\n8mOZNCClQASyeZ3TtTcuvdIx7q1x36tL8WehTJmSIotGYk6ZwzQxl4mSPBsxbKapsdQaTUldit3r\nFTLJvL+EZEGde+P0KSOKMCsmhs7RJBLZOUVAN6w19Ord/+ReSIcDuRSqNlrtlOwo/PL1hcuMfK15\nAAAgAElEQVTrK8kKiHDRxuWy8NaMn90U/vazG/7u+7dQCkJitgylsJRQhrJCoaBSGapdrTeyKXOI\nAYiZ95eTRjfPUWbLqDUEQ5NiyXjehZMYn7yt/O7XC0/vF+x6wc4VubSgo6Q1ozYa7o5NJSYew5EV\niVqeoEBqKBxuWdZweHXXmw5baX9egxRzOhwpNaP1DteGLJ1c4dAF6UJPgnYoHYo6+srkFK3SHBmv\nSbAsfm0YrUAXdxxVnWWUFAiAwawzGsfHDcIaFr+/GWz/lv2Lm/Q6uwBOEjs7+eAYjvuWcbF1fFYK\nZZx7v64j7lrf6w4LTiNkq8VxP2szVIL4GhFibHR1xBNw6J3fvsD3z8KhKm8sUfKMHWZoFVGh0nnd\nKl+y8HaauQKT+fOf1iDclVvdOcxh3DNKiAWsDuiYH5lcilMy13kDo6fY3hLuQSN3GDdEefiWG4Y2\ngoytdxgCuqOrDsreHo3WnVUflE5LvtmuFKWRtg/0XGO8R7Ijxb2NIG20+djoYbqKb/hcGDft8y/n\nxDxvdWyttdUpXn+SeAR5rHN2TGXr4QCGSjHoem1imWna5uzY8B/O7s158/kXamvj+dhYKyNY9iBM\nE6u0eGaTER+TLQvuLGZWsEHNzU9RYyqeGWw62h7Yrvm4rIG2alAWT3Bplfs6cW2V1pTeOr01tHau\n3agh9FK7178ttXoddGs0U7rkaB/goW3tglJDxbNxEbhvnTdL5evzmZspc5cLz6YDz48nXtxkjic4\n5JkjBUri7cn46fHK5/edd9cFXc6QDyBTDGKKPzEwq4JuWn+u0fOYKPs/Q1Nj52xbZC5XBcixoOL5\nSNrFFAGkpJD39/YH3g7GZKwFXb9bxqlEVvq6PfI31vk86pjHv8d6TGPNRrZZ+wqCaJFQPpyCDnpA\nyuyqlgnPNg27+d8oUPMS9oV+vSB5Zr654+uf/hWf/9cf8/KjF9zd3tK+yg667IJeCPshMkYwQIDw\nUVaa0vhlrFHRUCKOvWYHtq1rNdqxpH9kgLG1pRjnXCfWP3F0/mWOPTjwoZq1XyWA+9Yate/iGgUX\n20OxKSOHG9KzT5CX30c++h71dMsiHUuFfLhhPty6v9U6WheW5Z7rcnG9pOZqjmYWYiIL2dTVGZNg\nvaHXC1wujNYdRPLm8djsM2tmhpSXfPxH/5by8S0//LP/wNf/8ENy9bWvvTpDKhgylkI5Om6w/5Kh\n+henPu6vb91jZV1PK3L48NihLt8yj1ancd0xvYHyQGPcMfcNqvbuPV8Gfz1O7uh72j0kv64h+7/5\nGeL1FATKPaSoO6h1EkI2IePy/YTz1UKmvWpFpALVmwbjRt5V3hS1TrdGS5WrFrIJs000PJhrrTGZ\nRH8ftx6tVZp1WvKmrle8X5rlhERd2kxmskRBKDtJaZf2llVRrLfOlMEsIWmi5ImuPYbWe5agNXqi\nhQFTQ1tFFw9OU96hnLHLWVN6ba6KUxv6pnFUI90cH/w+VaW+vdAXrx1ZaLzrV65L5XVJ/PT2wM8+\nOmHPbgBhMmES79vjkss+sXyx9BhTQ6s30s0lpOaBjjo11Ly5d8YzbxPumFOE5/nArV355L7y8m1l\nbkZdKundglwV8EVptuXERuCdJHlfOKagSyWXp7ZQqCsJCcU0xpoYocAe0Rgyz4PaE1QYi+fVWvcM\n2lWRxShVOXWhUFzi2xRprkKWg16bU9AHMZZsnoTU4bRs2TVRR/gny3TbnN+xFrY1ODyMD63P7WZG\nNuSblrPEvBGEJHm1HQ+k/qNId5UWXgtNBxlqc75XuuMI6mzUB+2JKxYxjq3OlX/MVqdqFDaPI4lQ\neuPFpfHZpXOzuLOQ80Q/HEGMtLjTfO6VV1J5U5RzwnsXCt4YPREy2goj+zJs4wgyIzuYJTL5kSV3\ngRyNa125Xus9geJ90vZjsgOmkoT/ugU06zMYwUkEiTZAqiGQg600qnWMRdaMW0ri+WNzJ3gPoI/5\nvQ/UxHbMBpzB3PtWDzZ6jiFryBnBl63X5uqNEYyHE+1Bg1PWHega37kTf4g+SmYj+WIMrXoRVmpq\nAiZxmnAKoKHIbnQDABjX47Zg92f9PtbMD5LW0KPbmH/h+Os2Zg8o+ua1ispAoD3r1xOU0cfOCMXI\nUNU0p+AQfxcRplYoNbPUTO3dgczadxk1cZGq3lha41oL16VSq9NEe840jWycGkvzdbJ0d7oWhB6q\nurUmbBHyNHFrGZuMyRK3JG7yzFRmblLC7MCri/LFufL3l6/Q4USFQbSogXTmaWGAVqNJ+ZCjf2Bh\nbNj4UdgfTtm6XnackuHIe750ra3efIv4d07rt9hqM4ZN2RlB2c65OhU2Zkw4hasj4iCnrN8X1xJ2\nLEmi48i/K8UmLE2uYJPERUZy9n3QGwWu32vhp6wOe9jV99gbv8LxIdu9d9NyLhgNPb9ltka6u+HN\n0vj8Jz/j2b/+nzg8eYLk7EGyDLBtZ5fCMBtjTSiMbLIaeew/biQfBNcS45XEqZKuLSYPntWwG8ij\nR7PewdhX8P1w+HsMIjjrU/61Q5TvKsj5VX+321OGvXp8I/KBy7Lx4u7ZfOibHn/uYUnRenb3rdex\njxGVUP4sGbm7Y3r5KeXj30ZffI96euEZZCqpHDnePKHkI+e3r7hcXjPphbZcPJOWslMne8fqQr9e\nketCioyZoVgN5cdaN+wnwBTd0VA81+DwSw9wMT35lM/+8I85L/d89cO/Jl3vISeWpiDOplENf810\njUUsl1/6vP9lqY87ZGi/WZvICj4NmoEMlGXseAybNRyNHIqK4zU3mgMxHMiVO+szkicymdI9Td6A\nqwhzEo6SUMv0xchzoUhBBZq2oEh6I8VBoRRTikLR6LuAQEreYDjoGb0msgqTd4omJTf5S2+k1Lig\nIN40etFGr42mvrMVMiKZhc4bu5DECxAX6eRLhZQ4584NmaydEiqHnc5FvKn1m9S5iGJzZpom7/VG\ncqqjFHc0xJiLN7hOU8inayeZMs8zp9sp2r4YkFBrGN78mhL4QPaANZXRD83vJeVEThmqYiG7j3oQ\nkS/+06qr8tR6YdbJ139PaIW3X1/p70AoVBrv6ltet7e8Q/mLl3f87//zc/76s+fk5SX9Tqgl0WK/\nRqKArsCSe0jLxYTLCZXEIvAKr7HKCscuHESYpfM0CceU0IuSFsNOmZQ6f/Cu8bs/+4rDeYFS0Dph\n58oiYGlGNNNGfxsxUnFkxWhIglIGIqjkkil5wuXOGiiBwgz5ZmWgn0bQOXxSostCjx5AKReyFHI3\nlvsL5ZJp3Vguld4aKcEpe2auL1eXxI5+NaJR6xI71ckE6rY5rZZ7FF6LoSxg8gBdGtmOaZp8nffI\nEofT685iZBBWe73R0SyCoUg6e4YwJ7DIyq4iNkMlLzaCBDYDVUg1c9RjbL7KhXtSPfh4tsnFQUTR\nHEoSKdFSQjLenHjHREgilMi6qHjdTk3mffck0WvDVJ3fLt40+Mmbr/l3r4x/88L46hbe3d0h/Qmz\nVrS/8sxCnvlx6TzJC6dy4qRHDtcFteRrCKAbqRly6lhy4EXThDczhCJCltEjLZr5xuQeFLc1qEsj\nIIma0Z0js6rOCTsHKQPbJuaZU1A61txpHXY5yJcYfk0iwtKvESi6w5rB7V4I5jQjQo8RBAX1b2zQ\nRH2WbJGJiK6lQykBklByeK1D2jucOPE6smIuqlFyouVMU2+nKGqYFiZ1qmAfCnLDETao1e98KMW5\nOq87jd50PC4tCRNCBWZTpgwZoyR3SpKWcDZtpdEKRKBvgbI6U0Afofvb/hVMjLSXbNmOoUY2ukSW\n2Pt692DWVc9yNB9nzbrrOrbQWve1mwqLwLVBE8FywpgwzbRm3GvjXcvoEvSzVDhmr8FqudN7QntG\nu3JNwjuUa3fX5l46rUKqmZMVnubCR3nmk3Tg46nwfDpxN504zokpwUEq6Qj9k6e81YV3yz1fSef6\nTqAcKNMRsyvFYE6ZeoVrM7CCpAOSDiAXzBIrR9kM6kJKBUrF2uLNopMgUvz5ds+45AgWlOhLmZKD\nneCS7ylFM28hWOcuTSZCq9UDQDO85xdY8VpQL4apsTZDWIYBOg2AxFeOEPVQwdohefNz7Z15nujX\ns39H8uWSugvxdARJBsVo04TNR2yekboECDWHkT2zp4auDA6gtbZNkG87vuX3Zom0zNRy5vSLH/L7\ny8/5hxdHXj95xo/+5hfMf/JvuH7yMfd/Zdy2C3OaaSTMRlmAgXRO6YglYUFYYKVzi4JUXJQsJfI0\n+fiIt5XpFrXzubhoHF47OjL7Kuqy7VhktIO+PPp2BWgjIuTWkGmCwwnRQpErFR+/LqO04peM1T/D\n8V42ds0wf9P7H/IIdr+IYNeCMRPns/ffrfGisO0v/t4H0Cj4zI5/74tqot625Ohb5plwQbfex6nA\n6Qny9Dnp40/h5Wcsty/o0y3kI0kSt4dbbm6OnJcz9fo1aTmjl3vmXOg1c6aTWiO3hl0u3i+tLZgo\n7TBxrAvzu7dczmd6rZCEVNxma/TpJVVPSJQT2EJpFwrKRSe03JH+6Af8zr/517z9u/+b/nf/gJxf\n0eoZekFOnyKHTLn/kr6cXchkyt6Sq16gHL71Wf3LZtS+7RhIYxgPC079gDtMong/3rMhW+k9g2Hr\n+wEGFQHW8H1E8Iyi8S3zYbHIH5zPwolMG9orgm+2qtAVE4tUvff+2aNpHqiLD34upN5QTXTLHtVH\noDfuwpCVndHVncSrNYpUv2WDmoyWZ6yk1dG9Wg/xkEoL6k6QqJhy4TgdOE1HTmliTi4YMk0TOQ/5\na5gm3yTKPJEPc2SDfCOTaDeRegx5Loxai5GJyOLZO0klaCDiqWdt/h2uKjIeFIeD8+jFvH9QSgVM\nuSwLy+VKF3NaxxUuXfnxjfJXLxKfP53hNNOP0+DjrZuOaTh73f+dpOyc1hE5bEiY4jLPHWGO4CVn\n4ZAmThjTVTndHPjoywsvLsJRsytyaqbnEpmdh/MFAvkfKJ7BKhKBjnY7DErmaqRgRRTfQzYl5v7a\neHiAsttGq9qp9Uqt1YPulIPW6ul+UVlVwjYnP+h0MUbaNzTRl4y/nmMjf5hTenjfj4vk10t/dD8f\npE/sfrd+vdmD11e60C6zsK8VefydMGT6cZVIiYAkqFGr9O6DLUZWoZDwtSMb4XWVvXeXiyZRrj7+\nUzI+ujd+/w38+VPl7Y3TFS0ntHitJJJpYrzuV16RWChk3OEzfB2nZEjJWyYmaMuSE5KdCpmyCxu5\n6duog994CA/u7z17aRu9OyYZ+5pEiGDaRpYmAgIbn3VHx1xuZbN9YWtFNTKF24Wu32cbzURwesnW\ntN3t0l5N0u93KHLaGkSNlSyS1nrbNYOloWrYvXderw6k0BMqhrsJHsis8z2oYsFIZYksFKr0NoEV\nDq3AYUbmstaaeeN6NqbCOtdjSsezsOhb8Jhe8/j4ZdkNWxHp3e4R953DQdLkQaqkiCGIwAGYStnV\nhwqSE33S9X2i3ihcmvMuU/Lm1j2HUI4ZMmVqrdSgGM1HmOuBa680hXR5R20LIsZtSXx0OvLZk1s+\nfnrD87uZ28PM4TBxOBWmZPE9ym9NB/5tFtKc+L/+7m/5XNV7w2W3Wb0t1NqwXnwmuBHDUvYgbKjH\nhQ8xhHpM8D1iZLYE9yOC1Dwaxwy7aDJAgXh5SGumoNAOJ3WXbR970boOxs9oAzHeswcp3qupG0Dd\nuM44R3+0viyJ329OqCaQTM4zeT7B4QYtB0zOQAdrSMrkPTLF/nt21/HrHCNAVbi/vOX+/p750xcw\nFT7/6iue/PRnmCpSJm9aPa5hHXeNdaIYeVvLwz9c2zE8svthqzV+N+oQPwh0PLaLu3O898Yh9CSh\nX7BOkWBT/Q9yPLj1RwDSr/b55IHYKHsZW8ooU6ADjUP4hmoZa9AtQ5rIhyP69CPyi485vPiI/OwF\n7eaOq0xYyciUKaVwujmgZlyvFxcNaQ6eVhqLVqgXtDWX2O/dkxFpxrSitXE9n5Hr1efJI0qjAZIz\nJTntm948i5Yz3QrNMpQDn/z+9/n89Rf85Ec/5NVyZokAz+Yj+fkd+TDTyxV7XenXxnVpLp6XjzDf\nwfmLbxzH39hAbRTO+oZmw04SO9uWTRMC+WUL0sZsEMEkKiVWlCBQUHG0dm1kKlFUHXQfyUJiK5qH\nh5M24fSSlLxexbMFivUetS3qctcpkXMhm5GTkUNFbNDeJxFKz05ZUEWi3kWw6IUWDrOmFc3t5qXt\ni3mwk0yQbqgJTRIXrwjgLZV3Vh3BVBylT97geE6Zm+nA7fHEIReKsTbHFRmKhFCkUIorPS6eH2Qe\n0vIYqasHb3lwtg2ajwMdRyYke/BqQHcUsKtvgZmQuC5gWrdNa6lOD9bEcn/l/us3vPv6DXZzgJKp\n3XiH8NfPJv6f3z3x089u4GaGWXZzII5Hohvkh6n4B5shEbCr19tUFRZVrMMxZ+4kcVyU+aR8/MU9\nL7+8epatGXpRWjenFdHXombDSBmnew0PbU83Gd8bnKbhZIgMFD5tV2a7e5HhIAzyha+HHsggQGse\n4C7ni9cv5sJQm1sLs/frbqyvRAhZDId0/x5fTzlqlLydwMNGpWvtkm7rb3NKNwdgW++757Ebl9Xd\n1IcbxHqdscbMdnTEAFl8Jen6/vV6W3dnNQtZCmRHxMfnU0yKiKtXW5MH/W4EayHA4D3yQJpSlo5N\nmZyMz94o//4L48+fKV89q1ynmTpPmBw8+9aFxZTP+4VfKNynGyTNtORYaBYXJiJqZQS3JWlKpOJ1\nobmkKJkZTo2t6O86UvLQdg30c+8UjiD3IRl9zIE8VsU6D0FQK56ViR5kOl6PTGdKD+3m+iwjwE6M\nGtwtUHsc3FsEWmsdQDQ6AVdstbX2U1Y1OM/GWgiygAQlOCtoctGW3o3WU/SM87nairdXUfzZZvEa\n4qH0ZzZEOMI+9MZSE5cl0fvE6TBH0H7ESmbKRhJoCFPRyDQmdGWd7jDvcAgeAxv7OunHzvP+WJ3U\nFVMZzrsHFM78sOh3twlVDYrocIhb7J2Wo81Lyl5L4ZskXvqhMec6SQqHlOi9oHPUwPVNgdAFX71B\nd61eh3yrHsxPx8zT6chHNwde3Ew8nRO3CX8+deGaG8yQRTkW45NSSNOJ2/kF0/GP+IsffclffX5P\n1zPOy5dogWSrb4BIBGolqH8FtIFptITJHiRLfG5QG9dFo6gYGc8ug6ssu8JkAI8u+RnOqEVLvFHH\nGOvGutuJADjGHuUiAvEsB6AbgZiNnhfE3qBh683b1YxL7AAlRf2yrw0pxUFbS9AntB8ohzvk9BQ5\nPqGf77F6j7EgVtg3b34AFoyA9h/hnH/4cD3ONBf0fuHrr75i/r3fR+5u+PnnP2X+u/9Ma0oqMywX\nzyiKbWBGrGtVZ5Osa102n25/DH9vDX5jSgyL5EtE1qEfFORfJcTywKN4n7pQCYyz+DT6HyZOk/fr\n//hQ3PrhAG5jAczhQ4QgU9DH/VCOyUjavUxIk2fJTjfku6dMd3foJ98jv3hJujnR5plWCpInjvOR\nMh2gN+7Pb+MauqsEJ6NTUfNa8r4ssCy+9lMilURJQrsodr5H372Duqw1rY9tbRIJhee8TqQuE9XA\nZIbTc+6p/Omf/p/c/8Wf0ZaLz780wdOnpJcvKMcDdvSsIaEKznQDN8/h9iW8+uE3Ponf2ECNnXMx\n8COnFD5CzXd/VpWmcKic6uhBnKxRMnjdgdDEFds0edbAVmdk0LLM+cxxHRrGYY/mjMyb22g/b1cL\n0QUXhphPR6wmNOaJ9ko1x5sVmDSTLRQISRQc4arS6I4fudMWpBYTR+5acPQzcApaRbXK0oWrdd5I\n5T4pSxnnDVU4vIarkLa6unDMfc0Zah1r6v2pCMdGjYySuzutvXqHdelKytkpjUm8XqU1evRSy1OB\nHmimba7zMMAkgck3C7tffKyXBipYV5a3Zy6v37Gcr2hWWkpclsbXp4m///TI3/7uE+4/unM0js6Q\nYt4QyYcTSaMJNewcnoEKjGtTd9QXg6pgrfIsAtlbNY6v3vL8J6949sWFZLBcjeVNo+KCNKYNU0fb\nJOhPZG+KuwpARGY2J3mgKjhClCFK4PP2oTLYCjykbY5jHtB0NXr1Jra9uYOk1pmYgioSdxlZoM3p\nCwc7QJLxeop6zBgZ3/Q+tGR3Y/pYmfHx+yQcow3bfL+oWWBFp/fHfkMYapBuYPGG11GrpS3AEwKN\nVYk1bRR1mMCd+IBGJO7QxubuHu0Qv0nhsA8q1MgeE3RMMacJtewb3NNz5V+/6vzhW+UvW+P+OIEU\nErP3oNJO084bOr8g80rgmiakuDqeyFYHBR64lezNfVM2RwWzzycHmKKRpuRNoSok/9dAZr3FsdbX\nh8Lw8h8GAbu5IPuCanydhbPfGVlkWR37x0r4w1Q7E2zYzi3Y3j/f4SQao5HzkPk3zAJwKolSti0s\n3Nsdgj7OFW8I9dek3i8sjYySuANYtK8UQVOvfcnmsvOupDiAwxHMGU1d+dC6ukpt93vT48Sx5Oiv\nFs2qY96v+Aejn5yMG/8gWv1tr71X6zEQ4H1wF4MvhPiIRfVV+P7D2Tdsl5mwdT9IlmJHNJJ6cNkV\nDurZ+Z6dTd5N6c2o5+awQu9UFKvdaU1Lg6XxXBJ3pyNPTieeHA/czhOnkrgpwiEEMhoWWTfhtiRu\nDpm7VDipcZOPfPT0X3GXbnh3/Qk/en0foEpi7ZehTne3VKJea44/F6+x7bCqOSbPOrnQRgSquzXh\n4xMPfvTGNGK/C0nBxEB0YFtKEf/tgi8bIJMLCmwgXJxjBGaO9sYXMRygdY4IY03HA8yT34d2SBkt\nu9rsPmH9hM63pMNTOD0nXS5oU+x6pusCOr+3F4759BgU+KccnnG/kE8TXIxXX3zJc4X05Ib7nyx8\n8eOfOXibi1PvH9l9iYU3QPYH52bnR7CGYev3OkU+9giirnYHTjwGsn7ZoWGX01R8rHt8PjYg2QGE\nv9lHTNJ/4q9/paOPBtIgMhwH962Hya/avbIjH+B0R376Mfmjj+HZC+z2jnp6xnK69frKKTPfHLk7\nHSmp0JaF+/sz9f5NUOGNw5TDB3PdCbSRmidQSBmSotaoy0I/v8Pu7z2I+8DNbkCZoq2SSkaTM8pa\n2EvyTHnynNdf/wL7yU/gzRtynqAXFwmZj9SUsFSQu+ewdBDnP+fTE3j2GXz0Gf3v/49vHMbf2EBt\nIOTrEQsxDbUdds4DIKG2tBaXJFk/9iDDEpuTVw4pTVz23pWd5D0j0APhGrZXRrG+yIrYrt8TBthR\n+TAaKZElU8zV9SYDLJG1EwLGTCJkutP9rFHEA6ormRpInDfNHjQeQcWC8tARCdXFZFxxxPeexoXO\nNSlVhKNFkCYesE0mXnyrCqF46FmRuA0dwahPXtVODjRbbL1hd6Ka9z7R5LVpRZLv/M0DXzXvvUUg\n164S6Slx6xp9YPy+ukAu2dU5u6FVqecrvTYfk9Z4c1/5KsM/PD3wo0+f8fXLZ6TTDYXM0p3St5tI\nDApXisLyzoYWrujrI8luUcO6BbIsXHvjnkZOwlMpfO/LM5++ruQq0CvnN516r2iBVIYa3nAdHSlK\nqq7SGZvEoDcOP2z0lxoqfcjks0iDXhc0UVnr1iIzkRLZBNQpeH1pLOcr7XJBe/O8sCTK5BLEGRdR\nGfRWN5y7ebwGaWMjexg0Esp3I3A02xs01mByrXv6pqBtBJtsdaSStpolCYW7IRTw2I6OsfOMmjvc\nQzUz50JPLYKFERgq2jM55nRalV/T5gxFhtAkxNhTfK/rypNsU9pMY3wMd0RVWTK05LjEsXU+vTT+\n8H7i6aXx+RPzPkZtRmmYa4nTErwS4xfJ+HQSPs5QmtuYMtTZgnKXzYK6KptcdVzjcEg2AQ55WLf7\nMP7y+TPm/3iLvZ9V8/M8fMZinsGPIcPBLw/a8hrMPA48hhUNIGysyTjfeh2w2f64TxNDyTQDke7t\nEXJxanYEH1sz7SHR7WtwT4nSmAsae4L7w0L3HiGrfVPxZ58Qco/gT6CbU+FHkBXxDtfagxJXXTJf\nFTsdQGam5D3LcmSXVjroypf6wHjvA7BvyWbsfzcC5fjXN33gQZAnI2sRPpSYrpQ9z7r7M06xVSga\ndTxQBHdcSDSgmjql1ArWK61W2vXCsiy0WplUOKYDH0/Cs9ORp09uuDkVDlm8Fq0k5imTUvFMZMJ7\n4ZVCkcxcCkUEJpjfwu/fPudvn1e+OH/Bu+Xq4kvqNzJYKJrMg5h8gDKTWmEwb1TCb0jJncDiTYzJ\nQ3VwG0qLOtvNe3VAxCdLAs27fSciARTVEPkIoY9BCx6AiJv0HS3W2GUd4qGuDu6YIJGJHrX9Zr6/\nqnh2TbI3ZI6MIdMBa5WWj8j0lHz62Nv4EPWHlwuyEwx6TB3/x1Ddvv1wAJg0c33zjstyRW5OkDPy\n5oqcEkhx4C0yuA+D0+2aFGeOZBvPQYIm/f41j4zxLg5+dPzjApaenBKc5slrN6uxXt13ENR+V8cv\nD7A3u/jB3+5s8hr+7ny/XyWKS9bIdHJyn2+0wurmwL+jRyeYjsjdC8qLT5AXn6DPX9LunqKHGfId\nlCOIIkmxKUAJa/TlHq1npgTLsoB1es/ocoXeWK5X7N07inq9MMlLkfr1jN2f4Xz2YHII3e3s42Pw\nUMacGutjADSlkA8z+u41dj1zVyY4C8tFKelATzc0m2gtgxyQJ58w37x0Rsjpjv70I+rzT751HH9z\nA7XxFwGikDul7KIHwyHcBUeDN+6DnbaBhAjyom7C8I0yNtxqHqwp5h9LyUUJrEcjUX9YRbyRbEk5\nKI+hHMkACWRXjTGuJXkMggedOSUOZWbKw8F1R6J3I6t61qsLkyUWOoXM1Zzrj3pJsfexMkjukEg4\nGS1lNJmj6wkqQiParNlW71EkM5v3DSsqod4nTGWjPUpKTJPT7qapkHOmdS/9MlXnEBWJfHEAACAA\nSURBVGWnRFJ8A0sCrRvUhqXsNRBBCUvqdWyGoV39OYaD25qiSwc1Cp7l3D/beq2c352p1WGra6t8\nzYUf3s38xW+d+MlnT7HTHZIOpJwo4vQdb000FhYesEW9iCYeGtSxONeibyOb0EMtQEeGTjtzqzwV\n44+/rLxU8b4011BYjKJmRNbCcB1iAREAuHKQgBite8sDNK3qSc7Z1h3dZKODPThEoq4i7k/VG0M2\n0Guj3V+o58UD/JyZsot7eK/y0dtqkxi31SHYsqoWlvlh1s2/T2PctoL3h87lnpKoj65/zdCsD2c4\nmfuv2DbptVZKRhC4GYgHAElyKmgpYJPSa6b17Zps/aK0qrKKbRTBVU5vpE3Gh8Z3WdARY+2bqWfv\nNK8K65pdaTSL10+deuUP3k388avM5087rw8FY3LK3ggWRHhrnR+xcCsLt4Y3YReoHqn79Wp3elAH\n6ZnsO89uxPIafH4I0F3t5uMN1myjPomf6YHSI5vTvtaHxfqaUqY5czsyaTFfMXrbOP7jXAIu6787\n/zo39nNk/BwZDougwty+r20pBpg0gi42oQxPdg7FXlmDqh6LZpLiyCu28lxHoDYanKuBZg9KNfm8\nEQuFRBu6X+6Adk1cagepntiRTBJXf02D7pO8VYf3sdKwE9t2tWdr/CrHnqbW+SW1RGZrEObj5Lnm\nYUb29X8Zr/sbQGjvHnh0U+poiTA4aOHgNFUWU3oWl9+/nnn97i3LmzOydO7SxLPDDZ/dnrg7zZxO\nmcMhMc3ClKPlRUokKV5SkAP0Aq8NsYROBUtCloVpmpjnEykf1rHUXLfnGb4DafJi/TJDCuZGf0hb\nlEGPTFu96mA72lBbGT9HoNaHp2as4NqYx90pGdY1Ilzbgq6g72EWPRHZBV1j9icHMFdfcQdcDEAr\nlCeLOpCmbfE+mgPADp9ISoZpxvINNj9Db/paL+40vtdwfw6gJ0A2GfvO9u2/VggSJ7C6gBb6/Znl\nutCyQCqcauJ6UzyjFiICouHrYKAdS7vxIvyJyA6LePAkY58NJsF7gdN+G7Ox99g/7uYEB7enmV4m\nbCQJAiSD7yCjJvLrjTffUYAtu7+8N06ylS1/w5GTi7N1iZYgeDDOlGGeYTrC3W/D6UB6+hx79px2\nc4vd3MHtHcxHSj4yTQeg09uVXq+8Pb9xUZdakevFS23qQs6CdEWXK3aJTNnlGv5kcvC3XrBzBGkh\nsJZScTx0ADKPgGcMJJfAT7y2M+WETYJmo9cz9voVWRdS7VzfXuhdmE63pOkGKSfIE6aJ9OQF080N\nZb6hTq4GrYfjt47jb2ygNlAdzx7kkIOOVSoDcY33IDvjlHdZtDhZZOEkDKXh+0s3WxtNq+yQOAE1\npWkL+gAhV5/JI1ATR1vTWKMjRBNx9CAp3RIaIh7jHDm7kEWyIS3due8uSiDiMVCx5vRHuiP4YeMz\nssrpJxu1NOqqhQlE3MnvQBUNGpjfT5GyyvEfyRxS8fyYRhYieqOpGZm0qsiVMq1qcn3xLIAmCVXH\nTJ6neAzCVD0LpV2Rqk4xEXFlQnMqSkrDSQ6HURLkrXaip7FJCKJKrdWFRHqDppxl4YvS+JuPDvx/\nv3fDTz57BvMdSmFJglt4f+xrMXI3UG98LYajYJE9lJFVGM55ZLVMDEkTPfrqpTlza3DXO08vlT/6\n6ZVD8x55dWlcVcn5wAzei09A0I1KFIiMb8GbQzUCmpyitmcfW3Zd3/e40bOL1rjzYqH+pd2gGSwd\nuzTs2rAcFLGUKfG9GRzdEm88YPEYBiVxM1Ab1XJkzdag9gEyP7KxO8P2gfW8Un72QF3c7ePPmu16\nba32YFzD/vPuKMfLJEmULFgxcl7W98e34E6/1yBJ7+5faVkbR49rsbjelV7kIxU05JGJ20AQwX2K\nqRSSOdFYUbIu/OD+yJ98DX/5kfI6gViBrNgczpxW3rXOj+3MXDJ/YBNSJnou0arDK2d6V+x6JU1T\n2DtvXj36Oa0xpYVdGBnPMVZrPLR77fEzGoE/rEH4yN6OuTpEPCYUK6666GNq0efLn8lQFdw2+G3+\nqAWINZbe2htwzAdirkjQr1lr4cyIVgSCRA0yydUm/ZlkSnLasYZPPYCHbpBW5cgILBNkVUyL7wnq\n195V0a4OUmEO2MR9SmTYUjR/l8iAdDWutQfmEU15cdusZdgcB0wSsmKKYx5/6PjQunpcz2cRdBnv\nr7/9uK4xcYCHPvYbXbWETXQhLIvPmAOXvbNE09Zh582cGn7fKm+uV869cdbOm3fvePX6NW/fvMXO\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vA7aM2ZD575EBc6cp54ne2569zAKWHQiYprxnMm3cmFwFTtIIevafGUmumaL9nvSaSSaC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\n8UfPIikgfoWIBw0kCSAm2qMYSyqbEWXCawIEwfXB2GN5Ypi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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "for currFace in result:\n", + " faceRectangle = currFace['faceRectangle']\n", + " cv2.rectangle( img,(faceRectangle['left'],faceRectangle['top']),\n", + " (faceRectangle['left']+faceRectangle['width'], faceRectangle['top'] + faceRectangle['height']),\n", + " color = (255,0,0), thickness = 5 )\n", + " \n", + "\n", + "for currFace in result:\n", + " faceRectangle = currFace['faceRectangle']\n", + " currEmotion = max(currFace['scores'].iteritems(), key=operator.itemgetter(1))[0]\n", + " \n", + " \n", + " textToWrite = \"%s\" % ( currEmotion )\n", + " cv2.putText( img, textToWrite, (faceRectangle['left'],faceRectangle['top']-10), cv2.FONT_HERSHEY_SIMPLEX, 0.5, (255,0,0), 1 )\n", + " \n", + "ig, ax = plt.subplots(figsize=(15, 20))\n", + "ax.imshow(img)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.10" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} diff --git a/Emotion/Python/README.md b/Emotion/Python/README.md new file mode 100644 index 0000000..d74c410 --- /dev/null +++ b/Emotion/Python/README.md @@ -0,0 +1,24 @@ +Jupyter Notebook Emotion API Sample +=================================== + +This [Jupyter Notebook]() demonstrates the usage of Microsoft Cognitive Services (formerly Project Oxford) Emotion API in Python. See the tech in +action on [our demo page]() or +learn more about the API with [our documentation](). + +Contributing +============ +We welcome contributions and are always looking for new SDKs, input, and +suggestions. Feel free to file issues on the repo and we'll address them as we can. You can also learn more about how you can help on the [Contribution +Rules & Guidelines](). + +For questions, feedback, or suggestions about Microsoft Cognitive Services, feel free to reach out to us directly. + +- [Cognitive Services UserVoice Forum]() + +License +======= + +All Microsoft Cognitive Services SDKs and samples are licensed with the MIT License. For more details, see +[LICENSE](). + +Sample images are licensed separately, please refer to [LICENSE-IMAGE](). diff --git a/Emotion/README.md b/Emotion/README.md index 57eecc0..9bdbc80 100644 --- a/Emotion/README.md +++ b/Emotion/README.md @@ -1,9 +1,9 @@ -Microsoft Project Oxford Emotion client SDK and samples +Microsoft Cognitive Services Emotion client SDK and samples ======================================== This repo contains the client libraries that demonstrate Microsoft’s cloud-based algorithms to detect emotions based on facial expressions. See the tech in -action on [our demo page]() or -learn more about the API with [our documentation](). +action on [our demo page]() or +learn more about the API with [our documentation](). Getting started =============== @@ -12,6 +12,7 @@ To get started, select the platform for which you're developing. - [Windows]() - [Android]() +- [Python]() Contributing ============ @@ -19,18 +20,14 @@ We welcome contributions and are always looking for new SDKs, input, and suggestions. Feel free to file issues on the repo and we'll address them as we can. You can also learn more about how you can help on the [Contribution Rules & Guidelines](). -For questions, feedback, or suggestions about Project Oxford services, feel free to reach out to us directly. +For questions, feedback, or suggestions about Microsoft Cognitive Services, feel free to reach out to us directly. -- [Project Oxford support]() - -- [Forums]() - -- [Blog]() +- [Cognitive Services UserVoice Forum]() License ======= -All Project Oxford SDKs and samples are licensed with the MIT License. For more details, see +All Microsoft Cognitive Services SDKs and samples are licensed with the MIT License. For more details, see [LICENSE](). Sample images are licensed separately, please refer to [LICENSE-IMAGE](). diff --git a/Emotion/Windows/ClientLibrary/Common/ClientError.cs b/Emotion/Windows/ClientLibrary/Common/ClientError.cs deleted file mode 100644 index 8d4bee1..0000000 --- a/Emotion/Windows/ClientLibrary/Common/ClientError.cs +++ /dev/null @@ -1,79 +0,0 @@ -// -// Copyright (c) Microsoft. All rights reserved. -// Licensed under the MIT license. -// -// Project Oxford: http://ProjectOxford.ai -// -// Project Oxford SDK GitHub: -// https://github.com/Microsoft/ProjectOxford-ClientSDK -// -// Copyright (c) Microsoft Corporation -// All rights reserved. -// -// MIT License: -// Permission is hereby granted, free of charge, to any person obtaining -// a copy of this software and associated documentation files (the -// "Software"), to deal in the Software without restriction, including -// without limitation the rights to use, copy, modify, merge, publish, -// distribute, sublicense, and/or sell copies of the Software, and to -// permit persons to whom the Software is furnished to do so, subject to -// the following conditions: -// -// The above copyright notice and this permission notice shall be -// included in all copies or substantial portions of the Software. -// -// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, -// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF -// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND -// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE -// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION -// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION -// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -// - -using System; - -namespace Microsoft.ProjectOxford.Common -{ - /// - /// Container of ClientError and Error Entity. - /// - public class ClientError - { - /// - /// Gets or sets error code in error entity. - /// - /// - /// The code of client error. - /// - public string Code - { - get; - set; - } - - /// - /// Gets or sets the message. - /// - /// - /// The message. - /// - public string Message - { - get; - set; - } - - /// - /// Gets or sets the request identifier. - /// - /// - /// The request identifier. - /// - public Guid RequestId - { - get; - set; - } - } -} \ No newline at end of file diff --git a/Emotion/Windows/ClientLibrary/Common/ClientException.cs b/Emotion/Windows/ClientLibrary/Common/ClientException.cs deleted file mode 100644 index 4230bfc..0000000 --- a/Emotion/Windows/ClientLibrary/Common/ClientException.cs +++ /dev/null @@ -1,160 +0,0 @@ -// -// Copyright (c) Microsoft. All rights reserved. -// Licensed under the MIT license. -// -// Project Oxford: http://ProjectOxford.ai -// -// Project Oxford SDK GitHub: -// https://github.com/Microsoft/ProjectOxford-ClientSDK -// -// Copyright (c) Microsoft Corporation -// All rights reserved. -// -// MIT License: -// Permission is hereby granted, free of charge, to any person obtaining -// a copy of this software and associated documentation files (the -// "Software"), to deal in the Software without restriction, including -// without limitation the rights to use, copy, modify, merge, publish, -// distribute, sublicense, and/or sell copies of the Software, and to -// permit persons to whom the Software is furnished to do so, subject to -// the following conditions: -// -// The above copyright notice and this permission notice shall be -// included in all copies or substantial portions of the Software. -// -// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, -// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF -// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND -// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE -// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION -// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION -// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -// - -using System; -using System.Net; - -namespace Microsoft.ProjectOxford.Common -{ - /// - /// The Exception will be shown to client. - /// - public class ClientException : Exception - { - /// - /// Initializes a new instance of the class. - /// - public ClientException() - : base() - { - } - - /// - /// Initializes a new instance of the class. - /// - /// The corresponding error message. - public ClientException(string message) - : base(message) - { - this.Error = new ClientError() - { - Code = HttpStatusCode.InternalServerError.ToString(), - Message = message - }; - } - - /// - /// Initializes a new instance of the class. - /// - /// The corresponding error message. - /// The Http Status code. - public ClientException(string message, HttpStatusCode httpStatus) - : base(message) - { - this.HttpStatus = httpStatus; - - this.Error = new ClientError() - { - Code = this.HttpStatus.ToString(), - Message = message - }; - } - - /// - /// Initializes a new instance of the class. - /// - /// The corresponding error message. - /// The inner exception. - public ClientException(string message, Exception innerException) - : base(message, innerException) - { - this.Error = new ClientError() - { - Code = HttpStatusCode.InternalServerError.ToString(), - Message = message - }; - } - - /// - /// Initializes a new instance of the class. - /// - /// The corresponding error message. - /// The error code. - /// The http status. - /// The inner exception. - public ClientException(string message, string errorCode, HttpStatusCode httpStatus, Exception innerException) - : base(message, innerException) - { - this.HttpStatus = httpStatus; - - this.Error = new ClientError() - { - Code = errorCode, - Message = message - }; - } - - /// - /// Initializes a new instance of the class. - /// - /// The error entity. - /// The http status. - public ClientException(ClientError error, HttpStatusCode httpStatus) - { - this.Error = error; - this.HttpStatus = httpStatus; - } - - /// - /// Gets http status of http response. - /// - /// - /// The HTTP status. - /// - public HttpStatusCode HttpStatus { get; private set; } - - /// - /// Gets or sets the httpError message. - /// - /// - /// The error. - /// - public ClientError Error { get; set; } - - /// - /// Create Client Exception of Bad Request. - /// - /// The corresponding error message. - /// Client Exception Instance. - public static ClientException BadRequest(string message) - { - return new ClientException( - new ClientError() - { - Code = ((int)HttpStatusCode.BadRequest).ToString(), - Message = message - }, - HttpStatusCode.BadRequest); - } - } -} \ No newline at end of file diff --git a/Emotion/Windows/ClientLibrary/Contract/Emotion.cs b/Emotion/Windows/ClientLibrary/Contract/Emotion.cs index 4af9a6c..497d081 100644 --- a/Emotion/Windows/ClientLibrary/Contract/Emotion.cs +++ b/Emotion/Windows/ClientLibrary/Contract/Emotion.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Emotion/Windows/ClientLibrary/Contract/Scores.cs b/Emotion/Windows/ClientLibrary/Contract/Scores.cs index d26401a..a61f85e 100644 --- a/Emotion/Windows/ClientLibrary/Contract/Scores.cs +++ b/Emotion/Windows/ClientLibrary/Contract/Scores.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation @@ -31,12 +31,6 @@ // WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. // -using System; -using System.Collections.Generic; -using System.Linq; -using System.Text; -using System.Threading.Tasks; - namespace Microsoft.ProjectOxford.Emotion.Contract { /// diff --git a/Emotion/Windows/ClientLibrary/Contract/VideoAggregateEvent.cs b/Emotion/Windows/ClientLibrary/Contract/VideoAggregateEvent.cs new file mode 100644 index 0000000..9566d8b --- /dev/null +++ b/Emotion/Windows/ClientLibrary/Contract/VideoAggregateEvent.cs @@ -0,0 +1,44 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +namespace Microsoft.ProjectOxford.Emotion.Contract +{ + /// + /// Event information for frame-by-frame emotion detection. + /// + public class VideoAggregateEvent + { + public Scores WindowFaceDistribution { get; set; } + public Scores WindowMeanScores { get; set; } + } +} diff --git a/Emotion/Windows/ClientLibrary/Contract/VideoAggregateRecognitionResult.cs b/Emotion/Windows/ClientLibrary/Contract/VideoAggregateRecognitionResult.cs new file mode 100644 index 0000000..c692f87 --- /dev/null +++ b/Emotion/Windows/ClientLibrary/Contract/VideoAggregateRecognitionResult.cs @@ -0,0 +1,53 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +using Microsoft.ProjectOxford.Common.Contract; + +namespace Microsoft.ProjectOxford.Emotion.Contract +{ + /// + /// Response object for video emotion detection with outputStyle=Aggregate. + /// + public class VideoAggregateRecognitionResult : VideoResultBase + { + /// + /// Gets or set an array of faces detected. + /// + public VideoFace[] FacesDetected { get; set; } + + /// + /// Gets or sets an array of fragments containing face-detection events. + /// + public VideoFragment[] Fragments { get; set; } + } +} diff --git a/Emotion/Windows/ClientLibrary/Contract/VideoEmotionRecognitionOperation.cs b/Emotion/Windows/ClientLibrary/Contract/VideoEmotionRecognitionOperation.cs new file mode 100644 index 0000000..ca1770e --- /dev/null +++ b/Emotion/Windows/ClientLibrary/Contract/VideoEmotionRecognitionOperation.cs @@ -0,0 +1,13 @@ +using Microsoft.ProjectOxford.Common.Contract; +using System; +using System.Collections.Generic; +using System.Linq; +using System.Text; +using System.Threading.Tasks; + +namespace Microsoft.ProjectOxford.Emotion.Contract +{ + public class VideoEmotionRecognitionOperation : VideoOperation + { + } +} diff --git a/Emotion/Windows/ClientLibrary/EmotionServiceClient.cs b/Emotion/Windows/ClientLibrary/EmotionServiceClient.cs index 8e71acf..6384c59 100644 --- a/Emotion/Windows/ClientLibrary/EmotionServiceClient.cs +++ b/Emotion/Windows/ClientLibrary/EmotionServiceClient.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation @@ -33,98 +33,28 @@ using System; using System.IO; -using System.Net.Http; -using System.Net.Http.Headers; +using System.Linq; using System.Text; using System.Threading.Tasks; using Microsoft.ProjectOxford.Common; +using Microsoft.ProjectOxford.Common.Contract; +using Microsoft.ProjectOxford.Emotion.Contract; using Newtonsoft.Json; -using Newtonsoft.Json.Serialization; namespace Microsoft.ProjectOxford.Emotion { - public class EmotionServiceClient : IEmotionServiceClient + public class EmotionServiceClient : ServiceClient, IEmotionServiceClient { - #region private members - - /// - /// The json header - /// - private const string JsonHeader = "application/json"; - - /// - /// The subscription key name. - /// - private const string SubscriptionKeyName = "subscription-key"; - - /// - /// Path string for REST Emotion recognition method. - /// - private const string RecognizeQuery = "recognize"; - - /// - /// Optional query string for REST Emotion recognition method. - /// - private const string FaceRectangles = "faceRectangles"; - - /// - /// The subscription key. - /// - private readonly string _subscriptionKey; - - /// - /// The default resolver. - /// - private static CamelCasePropertyNamesContractResolver s_defaultResolver = new CamelCasePropertyNamesContractResolver(); - - private static JsonSerializerSettings s_settings = new JsonSerializerSettings() - { - DateFormatHandling = DateFormatHandling.IsoDateFormat, - NullValueHandling = NullValueHandling.Ignore, - ContractResolver = s_defaultResolver - }; - - private static HttpClient s_httpClient = new HttpClient(); - private readonly HttpClient _httpClient; - - private static string s_apiRoot = "https://api.projectoxford.ai"; - private readonly string _serviceUrl; - #endregion - - /// - /// Initializes a new instance of the class. - /// - /// The subscription key. - public EmotionServiceClient(string subscriptionKey) : this(s_httpClient, subscriptionKey, s_apiRoot) { } - /// /// Initializes a new instance of the class. /// /// The subscription key. - /// Host name of the service URL, without the trailing slash. - public EmotionServiceClient(string subscriptionKey, string apiRoot) : this(s_httpClient, subscriptionKey, apiRoot) { } - - /// - /// Initializes a new instance of the class, with a client-supplied - /// HttpClient object. Intended primarily for testing. - /// - /// - /// - public EmotionServiceClient(HttpClient httpClient, string subscriptionKey) : this(httpClient, subscriptionKey, s_apiRoot) { } - - /// - /// Initializes a new instance of the class, with a client-supplied - /// HttpClient object. Intended primarily for testing. - /// - /// - /// - /// - public EmotionServiceClient(HttpClient httpClient, string subscriptionKey, string apiRoot) + public EmotionServiceClient(string subscriptionKey) : base() { - _httpClient = httpClient; - _subscriptionKey = subscriptionKey; - _serviceUrl = apiRoot + "/emotion/v1.0"; + ApiRoot = "https://api.projectoxford.ai/emotion/v1.0"; + AuthKey = "Ocp-Apim-Subscription-Key"; + AuthValue = subscriptionKey; } #region IEmotionServiceClient implementations @@ -146,7 +76,7 @@ public EmotionServiceClient(HttpClient httpClient, string subscriptionKey, strin /// Async task, which, upon completion, will return rectangle and emotion scores for each recognized face. public async Task RecognizeAsync(String imageUrl, Rectangle[] faceRectangles) { - return await SendRequestAsync(faceRectangles, new { url = imageUrl }); + return await PostAsync(GetRecognizeUrl(faceRectangles), new UrlReqeust { url = imageUrl }); } /// @@ -156,7 +86,7 @@ public EmotionServiceClient(HttpClient httpClient, string subscriptionKey, strin /// Async task, which, upon completion, will return rectangle and emotion scores for each recognized face. public async Task RecognizeAsync(Stream imageStream) { - return await RecognizeAsync(imageStream, null); + return await RecognizeAsync(imageStream, null); } /// @@ -166,92 +96,90 @@ public EmotionServiceClient(HttpClient httpClient, string subscriptionKey, strin /// Async task, which, upon completion, will return rectangle and emotion scores for each face. public async Task RecognizeAsync(Stream imageStream, Rectangle[] faceRectangles) { - return await SendRequestAsync(faceRectangles, imageStream); + return await PostAsync(GetRecognizeUrl(faceRectangles), imageStream); } - #endregion - #region the JSON client - /// - /// Helper method executing the REST request. - /// - /// Type of request. - /// Type of response. - /// Optional list of face rectangles. - /// Content of the HTTP request. - /// - private async Task SendRequestAsync(Rectangle[] faceRectangles, TRequest requestBody) + private string GetRecognizeUrl(Rectangle[] faceRectangles) { - var httpMethod = HttpMethod.Post; - var requestUri = new StringBuilder(); - requestUri.AppendFormat("{0}/{1}", _serviceUrl, RecognizeQuery); - requestUri.Append('?'); - if (faceRectangles != null) + var builder = new StringBuilder("/recognize"); + if (faceRectangles != null && faceRectangles.Length > 0) { - requestUri.Append(FaceRectangles); - requestUri.Append('='); - foreach (var rectangle in faceRectangles) - { - requestUri.AppendFormat("{0},{1},{2},{3};", - rectangle.Left, - rectangle.Top, - rectangle.Width, - rectangle.Height); - } - requestUri.Remove(requestUri.Length - 1, 1); // drop last comma - requestUri.Append('&'); + builder.Append("?faceRectangles="); + builder.Append(string.Join(";", faceRectangles.Select(r => String.Format("{0},{1},{2},{3}", r.Left, r.Top, r.Width, r.Height)))); } - requestUri.AppendFormat("{0}={1}", - SubscriptionKeyName, - _subscriptionKey); + return builder.ToString(); + } - var request = new HttpRequestMessage(httpMethod, _serviceUrl); - request.RequestUri = new Uri(requestUri.ToString()); + /// + /// Recognize emotions on faces in a video. + /// + /// Video stream + /// Output data style + /// Video operation created + public async Task RecognizeInVideoAsync(Stream videoStream) + { + var operation = await PostAsync(@"/recognizeInVideo", videoStream); + return operation; + } - if (requestBody != null) + /// + /// Recognize emotions on faces in a video. + /// + /// Video stream byte array + /// Output data style + /// Video operation created + public async Task RecognizeInVideoAsync(byte[] videoBytes) + { + using (var videoStream = new MemoryStream(videoBytes)) { - if (requestBody is Stream) - { - request.Content = new StreamContent(requestBody as Stream); - request.Content.Headers.ContentType = new MediaTypeHeaderValue("application/octet-stream"); - } - else - { - request.Content = new StringContent(JsonConvert.SerializeObject(requestBody, s_settings), Encoding.UTF8, JsonHeader); - } + var operation = await PostAsync(@"/recognizeInVideo", videoStream); + return operation; } + } - HttpResponseMessage response = await _httpClient.SendAsync(request); - if (response.IsSuccessStatusCode) - { - string responseContent = null; - if (response.Content != null) - { - responseContent = await response.Content.ReadAsStringAsync(); - } + /// + /// Recognize emotions on faces in a video. + /// + /// Video URL + /// Output data style + /// Video operation created + public async Task RecognizeInVideoAsync(string videoUrl) + { + var operation = await PostAsync(@"/recognizeInVideo", videoUrl); + return operation; + } - if (!string.IsNullOrWhiteSpace(responseContent)) - { - return JsonConvert.DeserializeObject(responseContent, s_settings); - } + /// + /// Get emotion video operation result. + /// + /// Opaque operation object, from RecognizeInVideoAsync response. + /// + /// The output type will vary depending on the outputStyle requested. For example, if you requested VideoOutputStyle.Aggregate + /// (default), you would get a VideoOperationInfoResult<VideoAggregateRecognitionResult> object. + /// + /// var result = await GetOperationResultAsync(operation); + /// if (result.Status == VideoOperationStatus.Succeeded) + /// { + /// var details = result as VideoOperationInfoResult<VideoAggregateRecognitionResult> + /// ... + /// } + /// + /// ProcessResult + /// + public async Task GetOperationResultAsync(VideoEmotionRecognitionOperation operation) + { + var wireResult = await GetAsync>(operation.Url, null); - return default(TResponse); - } - else - { - if (response.Content != null && response.Content.Headers.ContentType.MediaType.Contains(JsonHeader)) - { - var errorObjectString = await response.Content.ReadAsStringAsync(); - ClientError errorCollection = JsonConvert.DeserializeObject(errorObjectString); - if (errorCollection != null) - { - throw new ClientException(errorCollection, response.StatusCode); - } - } + // The wire-result holds the key result information in a string, deserialize it here so clients + // don't have to invoke JsonConvert.Deserialize() themselves. - response.EnsureSuccessStatusCode(); + if (wireResult.Status == VideoOperationStatus.Succeeded) + { + var aggregateResult = JsonConvert.DeserializeObject(wireResult.ProcessingResult); + return new VideoOperationInfoResult(wireResult, aggregateResult); } - return default(TResponse); + return wireResult; } #endregion } diff --git a/Emotion/Windows/ClientLibrary/IEmotionServiceClient.cs b/Emotion/Windows/ClientLibrary/IEmotionServiceClient.cs index 0a834d5..cff5f6f 100644 --- a/Emotion/Windows/ClientLibrary/IEmotionServiceClient.cs +++ b/Emotion/Windows/ClientLibrary/IEmotionServiceClient.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation @@ -35,11 +35,14 @@ using System.Threading.Tasks; using Microsoft.ProjectOxford.Common; +using Microsoft.ProjectOxford.Common.Contract; +using Microsoft.ProjectOxford.Emotion.Contract; namespace Microsoft.ProjectOxford.Emotion { internal interface IEmotionServiceClient { + #region Image operations /// /// Recognize emotions on faces in an image. /// @@ -69,5 +72,39 @@ internal interface IEmotionServiceClient /// Array of face rectangles /// Async task, which, upon completion, will return rectangle and emotion scores for each face. Task RecognizeAsync(Stream imageStream, Rectangle[] faceRectangles); + #endregion + + #region Video operations + /// + /// Recognize emotions on faces in a video. + /// + /// Video stream + /// Output data style + /// Video operation created + Task RecognizeInVideoAsync(Stream videoStream); + + /// + /// Recognize emotions on faces in a video. + /// + /// Video content as byte array + /// Output data style + /// Video operation created. + Task RecognizeInVideoAsync(byte[] videoBytes); + + /// + /// Recognize emotions on faces in a video. + /// + /// Video URL + /// Output data style + /// Video operation created + Task RecognizeInVideoAsync(string videoUrl); + + /// + /// Get video operation result. + /// + /// The operation + /// Operation result. + Task GetOperationResultAsync(VideoEmotionRecognitionOperation operation); + #endregion } } diff --git a/Emotion/Windows/ClientLibrary/Microsoft.ProjectOxford.Emotion.csproj b/Emotion/Windows/ClientLibrary/Microsoft.ProjectOxford.Emotion.csproj index 2daca31..e49a251 100644 --- a/Emotion/Windows/ClientLibrary/Microsoft.ProjectOxford.Emotion.csproj +++ b/Emotion/Windows/ClientLibrary/Microsoft.ProjectOxford.Emotion.csproj @@ -15,6 +15,8 @@ {786C830F-07A1-408B-BD7F-6EE04809D6DB};{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC} Profile259 v4.5 + + true @@ -34,18 +36,22 @@ 4 - - - + + + - - packages\Newtonsoft.Json.7.0.1\lib\portable-net45+wp80+win8+wpa81+dnxcore50\Newtonsoft.Json.dll + + packages\Microsoft.ProjectOxford.Common.1.0.10\lib\portable-net45+win+wpa81+wp80+MonoAndroid10+xamarinios10+MonoTouch10\Microsoft.ProjectOxford.Common.dll + True + + + packages\Newtonsoft.Json.8.0.2\lib\portable-net40+sl5+wp80+win8+wpa81\Newtonsoft.Json.dll True diff --git a/Emotion/Windows/ClientLibrary/Properties/AssemblyInfo.cs b/Emotion/Windows/ClientLibrary/Properties/AssemblyInfo.cs index 4dc42c5..3d8ef7a 100644 --- a/Emotion/Windows/ClientLibrary/Properties/AssemblyInfo.cs +++ b/Emotion/Windows/ClientLibrary/Properties/AssemblyInfo.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation @@ -32,7 +32,6 @@ // using System.Reflection; -using System.Runtime.CompilerServices; using System.Runtime.InteropServices; // General Information about an assembly is controlled through the following @@ -43,9 +42,8 @@ [assembly: AssemblyConfiguration("")] [assembly: AssemblyCompany("Microsoft Corporation")] [assembly: AssemblyProduct("Microsoft ProjectOxford")] -[assembly: AssemblyCopyright("Copyright (c) 2015")] +[assembly: AssemblyCopyright("Copyright (c) 2016")] [assembly: AssemblyTrademark("")] -[assembly: AssemblyCulture("")] // Setting ComVisible to false makes the types in this assembly not visible // to COM components. If you need to access a type in this assembly from @@ -62,5 +60,5 @@ // You can specify all the values or you can default the Build and Revision Numbers // by using the '*' as shown below: // [assembly: AssemblyVersion("1.0.*")] -[assembly: AssemblyVersion("1.0.1.1")] -[assembly: AssemblyFileVersion("1.0.1.1")] +[assembly: AssemblyVersion("1.0.1.5")] +[assembly: AssemblyFileVersion("1.0.1.5")] diff --git a/Emotion/Windows/ClientLibrary/build_nuget_package.cmd b/Emotion/Windows/ClientLibrary/build_nuget_package.cmd index 46d1f7f..a9d7789 100644 --- a/Emotion/Windows/ClientLibrary/build_nuget_package.cmd +++ b/Emotion/Windows/ClientLibrary/build_nuget_package.cmd @@ -1,2 +1,2 @@ rem NOTE NOTE Copy the signed DLL into obj\release folder before running this command -nuget pack Microsoft.ProjectOxford.Emotion.csproj -Build -OutputDirectory bin\release -Properties Configuration=Release;Platform=AnyCPU \ No newline at end of file +nuget pack Microsoft.ProjectOxford.Emotion.csproj -OutputDirectory bin\release -Properties Configuration=Release;Platform=AnyCPU \ No newline at end of file diff --git a/Emotion/Windows/ClientLibrary/packages.config b/Emotion/Windows/ClientLibrary/packages.config index 87bba2b..f6d4fa2 100644 --- a/Emotion/Windows/ClientLibrary/packages.config +++ b/Emotion/Windows/ClientLibrary/packages.config @@ -1,7 +1,8 @@  - + - + + \ No newline at end of file diff --git a/Emotion/Windows/README.md b/Emotion/Windows/README.md index 22777f5..34225f4 100644 --- a/Emotion/Windows/README.md +++ b/Emotion/Windows/README.md @@ -1,7 +1,7 @@ The client library ================== -The Emotion API client library is a thin C\# client wrapper for Project Oxford Emotion +The Emotion API client library is a thin C\# client wrapper for Microsoft Cognitive Services (formerly Project Oxford) Emotion REST APIs. The easiest way to use this client library is to get microsoft.projectoxford.emotion package from [nuget](). @@ -11,8 +11,7 @@ Please go to [Emotion API Package in nuget](https://www.nuget.org/packages/Micro The sample ========== -This sample is a Windows WPF application to demonstrate the use of Project -Oxford Emotion API. +This sample is a Windows WPF application to demonstrate the use of Microsoft Cognitive Services Emotion API. It demonstrates emotion API by specifying a URL or using a stream. @@ -35,11 +34,7 @@ Run the sample After the build is complete, press F5 to run the sample. -First, you will -need a [Microsoft Azure Account]() if you don't have one already. - -You must obtain a subscription key for Emotion API by following instructions in [Subscription -key management](). +First, you must obtain a Emotion API subscription key by following instructions in [Microsoft Cognitive Services subscription](). Locate the text edit box saying "Paste your subscription key here to start" on the top right corner. Paste your subscription key. You can choose to persist @@ -64,18 +59,14 @@ We welcome contributions and are always looking for new SDKs, input, and suggestions. Feel free to file issues on the repo and we'll address them as we can. You can also learn more about how you can help on the [Contribution Rules & Guidelines](). -For questions, feedback, or suggestions about Project Oxford services, feel free to reach out to us directly. - -- [Project Oxford support]() - -- [Forums]() +For questions, feedback, or suggestions about Microsoft Cognitive Services, feel free to reach out to us directly. -- [Blog]() +- [Cognitive Services UserVoice Forum]() License ======= -All Project Oxford SDKs and samples are licensed with the MIT License. For more details, see +All Microsoft Cognitive Services SDKs and samples are licensed with the MIT License. For more details, see [LICENSE](). Sample images are licensed separately, please refer to [LICENSE-IMAGE](). diff --git a/Emotion/Windows/Sample-WPF/App.config b/Emotion/Windows/Sample-WPF/App.config index 88fa402..151cc15 100644 --- a/Emotion/Windows/Sample-WPF/App.config +++ b/Emotion/Windows/Sample-WPF/App.config @@ -1,6 +1,14 @@ - + + + + + + + + + \ No newline at end of file diff --git a/Emotion/Windows/Sample-WPF/App.xaml.cs b/Emotion/Windows/Sample-WPF/App.xaml.cs index a6e9459..7bab87d 100644 --- a/Emotion/Windows/Sample-WPF/App.xaml.cs +++ b/Emotion/Windows/Sample-WPF/App.xaml.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Emotion/Windows/Sample-WPF/Assets/emotions.png b/Emotion/Windows/Sample-WPF/Assets/emotions.png new file mode 100644 index 0000000..7848131 Binary files /dev/null and b/Emotion/Windows/Sample-WPF/Assets/emotions.png differ diff --git a/Emotion/Windows/Sample-WPF/DetectEmotionUsingStreamPage.xaml.cs b/Emotion/Windows/Sample-WPF/DetectEmotionUsingStreamPage.xaml.cs index e6e02b2..085237e 100644 --- a/Emotion/Windows/Sample-WPF/DetectEmotionUsingStreamPage.xaml.cs +++ b/Emotion/Windows/Sample-WPF/DetectEmotionUsingStreamPage.xaml.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation @@ -62,6 +62,12 @@ public float Score get; set; } + + public int OriginalIndex + { + get; + set; + } } /// diff --git a/Emotion/Windows/Sample-WPF/DetectEmotionUsingURLPage.xaml.cs b/Emotion/Windows/Sample-WPF/DetectEmotionUsingURLPage.xaml.cs index f580c74..da0196e 100644 --- a/Emotion/Windows/Sample-WPF/DetectEmotionUsingURLPage.xaml.cs +++ b/Emotion/Windows/Sample-WPF/DetectEmotionUsingURLPage.xaml.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Emotion/Windows/Sample-WPF/EmotionAPI-WPF-Samples.csproj b/Emotion/Windows/Sample-WPF/EmotionAPI-WPF-Samples.csproj index 15bbeb8..5d8178a 100644 --- a/Emotion/Windows/Sample-WPF/EmotionAPI-WPF-Samples.csproj +++ b/Emotion/Windows/Sample-WPF/EmotionAPI-WPF-Samples.csproj @@ -35,16 +35,29 @@ 4 - - packages\Microsoft.ProjectOxford.Emotion.1.0.0.1\lib\net45\Microsoft.ProjectOxford.Emotion.dll + + packages\Microsoft.ProjectOxford.Common.1.0.10\lib\portable-net45+win+wpa81+wp80+MonoAndroid10+xamarinios10+MonoTouch10\Microsoft.ProjectOxford.Common.dll True - - packages\Newtonsoft.Json.7.0.1\lib\net45\Newtonsoft.Json.dll + + packages\Microsoft.ProjectOxford.Emotion.1.0.11\lib\portable-net45+win+wpa81+wp80+MonoAndroid10+xamarinios10+MonoTouch10\Microsoft.ProjectOxford.Emotion.dll + True + + + packages\Newtonsoft.Json.8.0.2\lib\net45\Newtonsoft.Json.dll True + + packages\Microsoft.Net.Http.2.2.29\lib\net45\System.Net.Http.Extensions.dll + True + + + packages\Microsoft.Net.Http.2.2.29\lib\net45\System.Net.Http.Primitives.dll + True + + @@ -77,9 +90,15 @@ - + EmotionDetectionUserControl.xaml + + EmotionDetectionUsingVideoPage.xaml + + + EmotionListUserControl.xaml + MainWindow.xaml @@ -87,10 +106,10 @@ Code + Designer - @@ -104,7 +123,15 @@ Designer MSBuild:Compile - + + Designer + MSBuild:Compile + + + Designer + MSBuild:Compile + + Designer MSBuild:Compile @@ -125,7 +152,15 @@ + + + + + + + + + \ No newline at end of file diff --git a/EntityLinking/Windows/ClientLibrary/Microsoft.ProjectOxford.EntityLinking.nuspec b/EntityLinking/Windows/ClientLibrary/Microsoft.ProjectOxford.EntityLinking.nuspec new file mode 100644 index 0000000..af81779 --- /dev/null +++ b/EntityLinking/Windows/ClientLibrary/Microsoft.ProjectOxford.EntityLinking.nuspec @@ -0,0 +1,19 @@ + + + + $id$ + $version$ + $title$ + Microsoft + Microsoft + https://github.com/Microsoft/ProjectOxford-ClientSDK/blob/master/LICENSE.md + https://github.com/Microsoft/ProjectOxford-ClientSDK/tree/master/EntityLinking + https://portalstoragewu.blob.core.windows.net/media/Default/Media/ELIS/Large_knowledge_els.png + true + $description$ + This client library allows the use of Microsoft's state-of-the-art cloud-based algorithms to recognize EntityLinkings. See https://github.com/Microsoft/ProjectOxford-ClientSDK/tree/master/EntityLinking for more information. + Initial release. + Copyright (c) 2015 + Microsoft Project Oxford EntityLinking + + diff --git a/EntityLinking/Windows/ClientLibrary/Properties/AssemblyInfo.cs b/EntityLinking/Windows/ClientLibrary/Properties/AssemblyInfo.cs new file mode 100644 index 0000000..f58f6aa --- /dev/null +++ b/EntityLinking/Windows/ClientLibrary/Properties/AssemblyInfo.cs @@ -0,0 +1,66 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +using System.Reflection; +using System.Runtime.CompilerServices; +using System.Runtime.InteropServices; + +// General Information about an assembly is controlled through the following +// set of attributes. Change these attribute values to modify the information +// associated with an assembly. +[assembly: AssemblyTitle("Microsoft.ProjectOxford.EntityLinking")] +[assembly: AssemblyDescription("Microsoft Project Oxford Entity Linking Client Library")] +[assembly: AssemblyConfiguration("")] +[assembly: AssemblyCompany("Microsoft Corporation")] +[assembly: AssemblyProduct("Microsoft ProjectOxford")] +[assembly: AssemblyCopyright("Copyright (c) 2016")] +[assembly: AssemblyTrademark("")] +[assembly: AssemblyCulture("")] + +// Setting ComVisible to false makes the types in this assembly not visible +// to COM components. If you need to access a type in this assembly from +// COM, set the ComVisible attribute to true on that type. +[assembly: ComVisible(false)] + +// Version information for an assembly consists of the following four values: +// +// Major Version +// Minor Version +// Build Number +// Revision +// +// You can specify all the values or you can default the Build and Revision Numbers +// by using the '*' as shown below: +// [assembly: AssemblyVersion("1.0.*")] +[assembly: AssemblyVersion("1.0.0.0")] +[assembly: AssemblyFileVersion("1.0.0.0")] diff --git a/EntityLinking/Windows/ClientLibrary/build_nuget_package.cmd b/EntityLinking/Windows/ClientLibrary/build_nuget_package.cmd new file mode 100644 index 0000000..8870a98 --- /dev/null +++ b/EntityLinking/Windows/ClientLibrary/build_nuget_package.cmd @@ -0,0 +1,2 @@ +rem NOTE NOTE Copy the signed DLL into obj\release folder before running this command +nuget pack Microsoft.ProjectOxford.EntityLinking.csproj -Build -OutputDirectory bin\release -Properties Configuration=Release;Platform=AnyCPU \ No newline at end of file diff --git a/EntityLinking/Windows/ClientLibrary/packages.config b/EntityLinking/Windows/ClientLibrary/packages.config new file mode 100644 index 0000000..87bba2b --- /dev/null +++ b/EntityLinking/Windows/ClientLibrary/packages.config @@ -0,0 +1,7 @@ + + + + + + + \ No newline at end of file diff --git a/EntityLinking/Windows/README.md b/EntityLinking/Windows/README.md new file mode 100644 index 0000000..43a39c3 --- /dev/null +++ b/EntityLinking/Windows/README.md @@ -0,0 +1,25 @@ +Microsoft Cognitive Services Entity Linking Client SDK +======================================== + +This repo contains the client libraries that demonstrate Microsoft’s cloud-based entity linking algorithms to +detects all entities mentioned within the input text, and then subsequently links them to each reference point. +See the tech in action on [our demo page](). + +Contributing +============ +We welcome contributions and are always looking for new SDKs, input, and +suggestions. Feel free to file issues on the repo and we'll address them as we can. You can also learn more about how you can help on the [Contribution +Rules & Guidelines](). + +For questions, feedback, or suggestions about Microsoft Cognitive Services, feel free to reach out to us directly. + +- [Cognitive Services UserVoice Forum]() + +License +======= + +All Microsoft Cognitive Services SDKs and samples are licensed with the MIT License. For more details, see +[LICENSE](). + +Sample images are licensed separately, please refer to [LICENSE-IMAGE](). diff --git a/Face/Android/ClientLibrary/.idea/gradle.xml b/Face/Android/ClientLibrary/.idea/gradle.xml index 12464df..112c4bf 100644 --- a/Face/Android/ClientLibrary/.idea/gradle.xml +++ b/Face/Android/ClientLibrary/.idea/gradle.xml @@ -1,18 +1,18 @@ - - - - - + + + + + \ No newline at end of file diff --git a/Face/Android/ClientLibrary/.idea/misc.xml b/Face/Android/ClientLibrary/.idea/misc.xml index c60d22d..396b5bb 100644 --- a/Face/Android/ClientLibrary/.idea/misc.xml +++ b/Face/Android/ClientLibrary/.idea/misc.xml @@ -1,62 +1,62 @@ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 1.7 - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 1.7 + + + + + + + \ No newline at end of file diff --git a/Face/Android/ClientLibrary/.idea/modules.xml b/Face/Android/ClientLibrary/.idea/modules.xml index e5e51b5..3e3540a 100644 --- a/Face/Android/ClientLibrary/.idea/modules.xml +++ b/Face/Android/ClientLibrary/.idea/modules.xml @@ -1,9 +1,9 @@ - - - - - - - - + + + + + + + + \ No newline at end of file diff --git a/Face/Android/ClientLibrary/.idea/vcs.xml b/Face/Android/ClientLibrary/.idea/vcs.xml index c2365ab..17fbd1b 100644 --- a/Face/Android/ClientLibrary/.idea/vcs.xml +++ b/Face/Android/ClientLibrary/.idea/vcs.xml @@ -1,6 +1,6 @@ - - - - - + + + + + \ No newline at end of file diff --git a/Face/Android/ClientLibrary/lib/build.gradle b/Face/Android/ClientLibrary/lib/build.gradle index 50667bb..ff11d16 100644 --- a/Face/Android/ClientLibrary/lib/build.gradle +++ b/Face/Android/ClientLibrary/lib/build.gradle @@ -26,7 +26,7 @@ group = "com.microsoft.projectoxford" // Artifact name is the name of the technology archivesBaseName = "face" // Update your version -version = "1.0.0" +version = "1.1.0" // Upload artifacts to maven central repository staging servers uploadArchives { @@ -79,4 +79,4 @@ uploadArchives { } } } -} \ No newline at end of file +} diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/FaceServiceClient.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/FaceServiceClient.java index b3e3064..d9cd40d 100644 --- a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/FaceServiceClient.java +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/FaceServiceClient.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation @@ -38,6 +38,7 @@ import com.microsoft.projectoxford.face.contract.FaceList; import com.microsoft.projectoxford.face.contract.FaceListMetadata; import com.microsoft.projectoxford.face.contract.FaceRectangle; +import com.microsoft.projectoxford.face.contract.Glasses; import com.microsoft.projectoxford.face.contract.GroupResult; import com.microsoft.projectoxford.face.contract.IdentifyResult; import com.microsoft.projectoxford.face.contract.Person; @@ -104,6 +105,13 @@ public String toString() { public String toString() { return "headPose"; } + }, + + /** + * Analyses glasses type + */ + Glasses { + public String toString() { return "glasses"; } } } diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/FaceServiceRestClient.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/FaceServiceRestClient.java index d5dc131..74e3893 100644 --- a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/FaceServiceRestClient.java +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/FaceServiceRestClient.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/common/ClientError.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/common/ClientError.java index eff238e..41ab149 100644 --- a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/common/ClientError.java +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/common/ClientError.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/common/RequestMethod.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/common/RequestMethod.java index a7b8195..e386396 100644 --- a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/common/RequestMethod.java +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/common/RequestMethod.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/common/ServiceError.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/common/ServiceError.java index bacc112..ec43b73 100644 --- a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/common/ServiceError.java +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/common/ServiceError.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/AddPersistedFaceResult.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/AddPersistedFaceResult.java index 645ccc4..c25a14e 100644 --- a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/AddPersistedFaceResult.java +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/AddPersistedFaceResult.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/Candidate.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/Candidate.java index e566d1b..fdeed35 100644 --- a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/Candidate.java +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/Candidate.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/CreatePersonResult.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/CreatePersonResult.java index 1b12321..f71b029 100644 --- a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/CreatePersonResult.java +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/CreatePersonResult.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/Face.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/Face.java index 039de7e..2270c61 100644 --- a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/Face.java +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/Face.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/FaceAttribute.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/FaceAttribute.java index 295aaee..7819408 100644 --- a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/FaceAttribute.java +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/FaceAttribute.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation @@ -42,4 +42,6 @@ public class FaceAttribute { public FacialHair facialHair; public HeadPose headPose; + + public Glasses glasses; } diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/FaceLandmarks.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/FaceLandmarks.java index 5122f0b..5695849 100644 --- a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/FaceLandmarks.java +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/FaceLandmarks.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/FaceList.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/FaceList.java index 2646fa8..39d3c9b 100644 --- a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/FaceList.java +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/FaceList.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/FaceListMetadata.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/FaceListMetadata.java index dfd674d..e4c7537 100644 --- a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/FaceListMetadata.java +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/FaceListMetadata.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/FaceMetadata.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/FaceMetadata.java index ff1713b..6c03c57 100644 --- a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/FaceMetadata.java +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/FaceMetadata.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/FaceRectangle.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/FaceRectangle.java index 9f62f9d..01a0a9a 100644 --- a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/FaceRectangle.java +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/FaceRectangle.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/FacialHair.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/FacialHair.java index 774335f..c82241c 100644 --- a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/FacialHair.java +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/FacialHair.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/FeatureCoordinate.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/FeatureCoordinate.java index f3ca1f7..e8fcf9e 100644 --- a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/FeatureCoordinate.java +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/FeatureCoordinate.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/Glasses.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/Glasses.java new file mode 100644 index 0000000..81c1892 --- /dev/null +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/Glasses.java @@ -0,0 +1,40 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK/ +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// +package com.microsoft.projectoxford.face.contract; + +/** + * Glasses types + */ +public enum Glasses { + NoGlasses, Sunglasses, ReadingGlasses, SwimmingGoggles +} diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/GroupResult.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/GroupResult.java index 2b416be..1d0da83 100644 --- a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/GroupResult.java +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/GroupResult.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/HeadPose.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/HeadPose.java index c110c98..28882b4 100644 --- a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/HeadPose.java +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/HeadPose.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/IdentifyResult.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/IdentifyResult.java index 5f463c5..bdcc229 100644 --- a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/IdentifyResult.java +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/IdentifyResult.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/Person.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/Person.java index 76a9fa6..7a832ea 100644 --- a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/Person.java +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/Person.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/PersonFace.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/PersonFace.java index 78de9d5..de9c801 100644 --- a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/PersonFace.java +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/PersonFace.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/PersonGroup.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/PersonGroup.java index d17fd93..2aea390 100644 --- a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/PersonGroup.java +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/PersonGroup.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/SimilarFace.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/SimilarFace.java index 789cbcb..4dec3a2 100644 --- a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/SimilarFace.java +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/SimilarFace.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/SimilarPersistedFace.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/SimilarPersistedFace.java index 341ddd2..cddeca8 100644 --- a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/SimilarPersistedFace.java +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/SimilarPersistedFace.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/TrainingStatus.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/TrainingStatus.java index b58d7f8..82d7d03 100644 --- a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/TrainingStatus.java +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/TrainingStatus.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/VerifyResult.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/VerifyResult.java index cb4ae12..7a12c6e 100644 --- a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/VerifyResult.java +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/contract/VerifyResult.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/rest/ClientException.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/rest/ClientException.java index d905467..077fa33 100644 --- a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/rest/ClientException.java +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/rest/ClientException.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/rest/HttpDeleteWithBody.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/rest/HttpDeleteWithBody.java index b4772a4..6dc090c 100644 --- a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/rest/HttpDeleteWithBody.java +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/rest/HttpDeleteWithBody.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/rest/HttpPatch.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/rest/HttpPatch.java index f00314b..4f50c3b 100644 --- a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/rest/HttpPatch.java +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/rest/HttpPatch.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/rest/ServiceException.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/rest/ServiceException.java index ab21ae3..adb8561 100644 --- a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/rest/ServiceException.java +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/rest/ServiceException.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/rest/WebServiceRequest.java b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/rest/WebServiceRequest.java index 8b5cf4e..e68d81f 100644 --- a/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/rest/WebServiceRequest.java +++ b/Face/Android/ClientLibrary/lib/src/main/java/com/microsoft/projectoxford/face/rest/WebServiceRequest.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/README.md b/Face/Android/README.md index 6293b62..2d48c65 100644 --- a/Face/Android/README.md +++ b/Face/Android/README.md @@ -1,7 +1,7 @@ The client library ================== -The Face API client library is a thin Java client wrapper for Project Oxford +The Face API client library is a thin Java client wrapper for Microsoft Cognitive Services (formerly Project Oxford) Face REST APIs. The easiest way to consume the client library is to add com.microsoft.projectoxford.face package from Maven Central Repository. @@ -16,7 +16,7 @@ dependencies { // Use the following line to include client library from Maven Central Repository // Change the version number from the search.maven.org result // - compile 'com.microsoft.projectoxford:face:1.0.0' + compile 'com.microsoft.projectoxford:face:1.1.0' // Your other Dependencies... } @@ -35,7 +35,7 @@ To do add the client library dependency from Android Studio: The sample ========== -This sample is an Android application to demonstrate the use of Project Oxford +This sample is an Android application to demonstrate the use of Microsoft Cognitive Services (formerly Project Oxford) Face API. It demonstrates face detection, face verification, face grouping, finding @@ -49,11 +49,7 @@ Android OS must be Android 4.1 or higher (API Level 16 or higher) Build the sample ---------------- -You will -need a [Microsoft Azure Account]() if you don't have one already. - -1. You must obtain a subscription key for Face API by following instructions in [Subscription -key management](). +1. First, you must obtain a Face API subscription key by following instructions in [Microsoft Cognitive Services subscription](). 2. Start Android Studio and open project from Face \> Android \> Sample folder. @@ -88,18 +84,14 @@ We welcome contributions and are always looking for new SDKs, input, and suggestions. Feel free to file issues on the repo and we'll address them as we can. You can also learn more about how you can help on the [Contribution Rules & Guidelines](). -For questions, feedback, or suggestions about Project Oxford services, feel free to reach out to us directly. - -- [Project Oxford support]() - -- [Forums]() +For questions, feedback, or suggestions about Microsoft Cognitive Services, feel free to reach out to us directly. -- [Blog]() +- [Cognitive Services UserVoice Forum]() License ======= -All Project Oxford SDKs and samples are licensed with the MIT License. For more details, see +All Microsoft Cognitive Services SDKs and samples are licensed with the MIT License. For more details, see [LICENSE](). Sample images are licensed separately, please refer to [LICENSE-IMAGE](). diff --git a/Face/Android/Sample/.idea/gradle.xml b/Face/Android/Sample/.idea/gradle.xml index 1bbc21d..1aaf3e5 100644 --- a/Face/Android/Sample/.idea/gradle.xml +++ b/Face/Android/Sample/.idea/gradle.xml @@ -1,18 +1,18 @@ - - - - - + + + + + \ No newline at end of file diff --git a/Face/Android/Sample/.idea/misc.xml b/Face/Android/Sample/.idea/misc.xml index c60d22d..396b5bb 100644 --- a/Face/Android/Sample/.idea/misc.xml +++ b/Face/Android/Sample/.idea/misc.xml @@ -1,62 +1,62 @@ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 1.7 - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 1.7 + + + + + + + \ No newline at end of file diff --git a/Face/Android/Sample/.idea/vcs.xml b/Face/Android/Sample/.idea/vcs.xml index c2365ab..17fbd1b 100644 --- a/Face/Android/Sample/.idea/vcs.xml +++ b/Face/Android/Sample/.idea/vcs.xml @@ -1,6 +1,6 @@ - - - - - + + + + + \ No newline at end of file diff --git a/Face/Android/Sample/app/app.iml b/Face/Android/Sample/app/app.iml index 635a74c..892a3ea 100644 --- a/Face/Android/Sample/app/app.iml +++ b/Face/Android/Sample/app/app.iml @@ -73,8 +73,7 @@ - - + @@ -88,15 +87,16 @@ + + - - + - - + + \ No newline at end of file diff --git a/Face/Android/Sample/app/build.gradle b/Face/Android/Sample/app/build.gradle index b639d37..3056a26 100644 --- a/Face/Android/Sample/app/build.gradle +++ b/Face/Android/Sample/app/build.gradle @@ -1,31 +1,31 @@ -apply plugin: 'com.android.application' - -android { - compileSdkVersion 21 - buildToolsVersion "21.1.2" - - defaultConfig { - applicationId "com.microsoft.projectoxford.faceapisample" - minSdkVersion 16 - targetSdkVersion 21 - versionCode 1 - versionName "1.0" - } - buildTypes { - release { - minifyEnabled false - proguardFiles getDefaultProguardFile('proguard-android.txt'), 'proguard-rules.pro' - } - } -} - -dependencies { - compile fileTree(dir: 'libs', include: ['*.jar']) - - // - // Use the following line to include client library for Face API from Maven Central Repository - // - compile 'com.microsoft.projectoxford:face:1.0.0' - - compile 'com.android.support:appcompat-v7:21.0.3' -} +apply plugin: 'com.android.application' + +android { + compileSdkVersion 21 + buildToolsVersion "21.1.2" + + defaultConfig { + applicationId "com.microsoft.projectoxford.faceapisample" + minSdkVersion 16 + targetSdkVersion 21 + versionCode 1 + versionName "1.0" + } + buildTypes { + release { + minifyEnabled false + proguardFiles getDefaultProguardFile('proguard-android.txt'), 'proguard-rules.pro' + } + } +} + +dependencies { + compile fileTree(dir: 'libs', include: ['*.jar']) + + // + // Use the following line to include client library for Face API from Maven Central Repository + // + compile 'com.microsoft.projectoxford:face:1.1.0' + compile 'com.android.support:appcompat-v7:21.0.3' + compile 'com.google.code.gson:gson:2.3.1' +} diff --git a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/DetectionActivity.java b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/DetectionActivity.java index e56142f..1f28b4c 100644 --- a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/DetectionActivity.java +++ b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/DetectionActivity.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation @@ -89,7 +89,7 @@ protected Face[] doInBackground(InputStream... params) { new FaceServiceClient.FaceAttributeType[] { FaceServiceClient.FaceAttributeType.Age, FaceServiceClient.FaceAttributeType.Gender, - FaceServiceClient.FaceAttributeType.FacialHair, + FaceServiceClient.FaceAttributeType.Glasses, FaceServiceClient.FaceAttributeType.Smile, FaceServiceClient.FaceAttributeType.HeadPose }); @@ -370,7 +370,7 @@ public View getView(final int position, View convertView, ViewGroup parent) { + "Gender: " + faces.get(position).faceAttributes.gender + "\n" + "Head pose(in degree): roll(" + formatter.format(faces.get(position).faceAttributes.headPose.roll) + "), " + "yaw(" + formatter.format(faces.get(position).faceAttributes.headPose.yaw) + ")\n" - + "Moustache: " + formatter.format(faces.get(position).faceAttributes.facialHair.moustache) + "\n" + + "Glasses: " + faces.get(position).faceAttributes.glasses + "\n" + "Smile: " + formatter.format(faces.get(position).faceAttributes.smile); ((TextView) convertView.findViewById(R.id.text_detected_face)).setText(face_description); diff --git a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/FindSimilarFaceActivity.java b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/FindSimilarFaceActivity.java index f7f5457..7e60419 100644 --- a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/FindSimilarFaceActivity.java +++ b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/FindSimilarFaceActivity.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/GroupingActivity.java b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/GroupingActivity.java index dc35ebc..18c659c 100644 --- a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/GroupingActivity.java +++ b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/GroupingActivity.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/IdentificationActivity.java b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/IdentificationActivity.java index a6da2a8..b7fe296 100644 --- a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/IdentificationActivity.java +++ b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/IdentificationActivity.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/MainActivity.java b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/MainActivity.java index 672a708..4dcbded 100644 --- a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/MainActivity.java +++ b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/MainActivity.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/VerificationActivity.java b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/VerificationActivity.java index e06ac66..43b5979 100644 --- a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/VerificationActivity.java +++ b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/VerificationActivity.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/helper/EmbeddedGridView.java b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/helper/EmbeddedGridView.java index 853d89c..0a38154 100644 --- a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/helper/EmbeddedGridView.java +++ b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/helper/EmbeddedGridView.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/helper/ImageHelper.java b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/helper/ImageHelper.java index 3139995..f178086 100644 --- a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/helper/ImageHelper.java +++ b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/helper/ImageHelper.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/helper/LogHelper.java b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/helper/LogHelper.java index 0b16789..c9de739 100644 --- a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/helper/LogHelper.java +++ b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/helper/LogHelper.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/helper/SampleApp.java b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/helper/SampleApp.java index b3ad630..a0cdfcd 100644 --- a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/helper/SampleApp.java +++ b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/helper/SampleApp.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/helper/SelectImageActivity.java b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/helper/SelectImageActivity.java index da0c3e5..6d60ede 100644 --- a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/helper/SelectImageActivity.java +++ b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/helper/SelectImageActivity.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/helper/StorageHelper.java b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/helper/StorageHelper.java index 265275d..411754a 100644 --- a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/helper/StorageHelper.java +++ b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/helper/StorageHelper.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/log/DetectionLogActivity.java b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/log/DetectionLogActivity.java index 0d57515..a831236 100644 --- a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/log/DetectionLogActivity.java +++ b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/log/DetectionLogActivity.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/log/FindSimilarFaceLogActivity.java b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/log/FindSimilarFaceLogActivity.java index 7d0243e..dafc149 100644 --- a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/log/FindSimilarFaceLogActivity.java +++ b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/log/FindSimilarFaceLogActivity.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/log/GroupingLogActivity.java b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/log/GroupingLogActivity.java index 4ab9f6d..bdf9375 100644 --- a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/log/GroupingLogActivity.java +++ b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/log/GroupingLogActivity.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/log/IdentificationLogActivity.java b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/log/IdentificationLogActivity.java index 6fcf1f5..f907a22 100644 --- a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/log/IdentificationLogActivity.java +++ b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/log/IdentificationLogActivity.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/log/VerificationLogActivity.java b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/log/VerificationLogActivity.java index d71811c..ccb41f6 100644 --- a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/log/VerificationLogActivity.java +++ b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/log/VerificationLogActivity.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/persongroupmanagement/AddFaceToPersonActivity.java b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/persongroupmanagement/AddFaceToPersonActivity.java index dff7703..a3af274 100644 --- a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/persongroupmanagement/AddFaceToPersonActivity.java +++ b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/persongroupmanagement/AddFaceToPersonActivity.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/persongroupmanagement/PersonActivity.java b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/persongroupmanagement/PersonActivity.java index 0c25c5c..8f802c5 100644 --- a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/persongroupmanagement/PersonActivity.java +++ b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/persongroupmanagement/PersonActivity.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/persongroupmanagement/PersonGroupActivity.java b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/persongroupmanagement/PersonGroupActivity.java index de369db..fea336b 100644 --- a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/persongroupmanagement/PersonGroupActivity.java +++ b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/persongroupmanagement/PersonGroupActivity.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/persongroupmanagement/PersonGroupListActivity.java b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/persongroupmanagement/PersonGroupListActivity.java index 149dcd2..b02cf0b 100644 --- a/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/persongroupmanagement/PersonGroupListActivity.java +++ b/Face/Android/Sample/app/src/main/java/com/microsoft/projectoxford/face/samples/persongroupmanagement/PersonGroupListActivity.java @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Python/Jupyter Notebook/Face Detection Example.ipynb b/Face/Python/Jupyter Notebook/Face Detection Example.ipynb new file mode 100644 index 0000000..3b66ef0 --- /dev/null +++ b/Face/Python/Jupyter Notebook/Face Detection Example.ipynb @@ -0,0 +1,243 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Project Oxford: Face API example" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### This Jupyter notebook shows you how to get started with the Project Oxford Face API in Python, and how to visualize your results." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To use this notebook, you will need to get keys to Face API. Visit www.projectoxford.ai/face, and then the “Try for free” button. On the “Sign in” page, use your Microsoft account to sign in and you will be able to subscribe to Face API and get free keys (Code of Conduct and TOS). After completing the sign-up process, paste your key into the variables section below. (Either the primary or the secondary key works.)" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "import time \n", + "import requests\n", + "import cv2\n", + "import numpy as np\n", + "\n", + "# Import library to display results\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline \n", + "# Display images within Jupyter" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "# Variables\n", + "\n", + "_url = 'https://api.projectoxford.ai/face/v1.0/detect'\n", + "_key = None #Here you have to paste your primary key\n", + "_maxNumRetries = 10" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Detect faces from an image retrieved via URL" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "# URL direction to image\n", + "urlImage = 'https://raw.githubusercontent.com/Microsoft/ProjectOxford-ClientSDK/master/Face/Windows/Data/identification1.jpg'\n", + "\n", + "# Face detection parameters\n", + "params = { 'returnFaceAttributes': 'age,gender', \n", + " 'returnFaceLandmarks': 'true'} \n", + "\n", + "headers = dict()\n", + "headers['Ocp-Apim-Subscription-Key'] = _key\n", + "headers['Content-Type'] = 'application/json' \n", + "\n", + "json = { 'url': urlImage } \n", + "\n", + "retries = 0\n", + "result = None\n", + "\n", + "while True:\n", + " \n", + " response = requests.request( 'post', _url, json = json, data = None, headers = headers, params = params )\n", + "\n", + " if response.status_code == 429:\n", + " \n", + " print \"Message: %s\" % ( response.json()['error']['message'] )\n", + " \n", + " if retries <= _maxNumRetries: \n", + " time.sleep(1) \n", + " retries += 1\n", + " continue\n", + " else: \n", + " print 'Error: failed after retrying!'\n", + " break\n", + "\n", + " elif response.status_code == 200 or response.status_code == 201:\n", + "\n", + " if 'content-length' in response.headers and int(response.headers['content-length']) == 0: \n", + " result = None \n", + " elif 'content-type' in response.headers and isinstance(response.headers['content-type'], str): \n", + " if 'application/json' in response.headers['content-type'].lower(): \n", + " result = response.json() if response.content else None \n", + " elif 'image' in response.headers['content-type'].lower(): \n", + " result = response.content\n", + " else:\n", + " print \"Error code: %d\" % ( response.status_code )\n", + " print \"Message: %s\" % ( response.json()['error']['message'] )\n", + " \n", + " break" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's show first the original image" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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8ZBx1RuizPBDh8aSh/sW7Pvbf8UdDVfkE9Yqnr4ed0ZYdZVYmqYy7am5kQsdT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xc8eRXmfG1so/AK/xlxxyUdnTzolaiG6pdoCgH9r9WPs/KLD22G+3+/1Dg7RTpOKHuCm/vazF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dMPWCw/1ndLe/gso7Ud9RRJbbGFly8evtJ11+8oQi/3qXH+u8uAjxXXDIlWgo3GTfeIM2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ss1KgWW28Bf/vyamBSvX1/Tas8XT8/4wedPuLo65/T4iFpprKslDzMrqrom50jbOW5DZtUl3t50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W2ZuZY0a5FZi+s9ubcYiSztkgeP7/H0G0/ZrNfkPiEpk9cbpFfK+vm9U5pvfIv06AT3H/2x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\n/7lKEZSFR6tIpTPkPAO+ORIlOp6lb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rC3BnEBWa2x6zVcjJB3dCVzdX6DOTri+9/5Ce8/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\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621NKwFWm5ID29hUxhBT5+tUNt/s9L16/5ZP3HvPofMemc3RW6Cg6PyxO9GLYDVuGzRY7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\no/RCi682VbICbWctIpkShf3Y0Q8dS54wItpiQAqBWjNljPaGM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lzH32W7jr92GpCrmZeM\nBl8aUGtrxKzgxVBMuABE+9JZmRkud3h1bliziOI9Lqj4BCLE2kx3Pp85n84s80SwlrE3eFvwRAqF\nzgih4TIXqqhype7WH1drUM2mKNDU02jX0NaRIKSiaonSUKs1ep9o3mYFevWz1rZgjqm1J54kgiuC\nqQ1i33848uFpoTDQv/sN9j/4Lbr7z3HDDhMCOZ54+v4b5HzCB+1/Ft2ivdOWwpw9uzc7wrAnG48P\n6uQ2aq5pA/rMIbBWKXgNYNk23tQsB6zCT+1e1kujc+q4W+/ZFlRK26hbRqvadw2QZNIysZyPUCK2\ntrDQnnKO4DRzJyUrPX63J8ZCXCJzjCz1hwjJaIa1OVGV361S/VW4oRRBHFjnWHKiOM+PfvwFP/jB\n53z1zVd88+3XLDGTE3h/cR62YjBWINV6OWtUCr/rOoa+wzul+D0+PhGzcJ6jBl+MBiKtETBam0dJ\nlNTsjCc4bQ2iYTtlOTgHxQlkz1m0kTAidKGntxkriTjPzDZTegtG2Sq5CONu4O39pzWYIczzxOPh\nA8u8kCUSguHN/bsapL1Q48/TxHmaEBFOhw88HR55qC0Sgu+5ubnl/v4t+/0NYRiwURuu6z2zlJzI\nMUIJhM4TupFWLd2i9y1IYYzuRbnpeFaWQaECEWswweLNoD5D8BQRnIg2Vrfa+VlKxEoiSyvFsGoP\nDse1jhEnvPviU3a7G+bHiCseZ7Vm/ovf/B3YnzCDwzxMkDqGbk9Ph2SQOWLirBopmErtr3DImJpd\ntFgT6HphWSI5ZaVRA6kk5mlhGDq2QmRbB/PK8S66322ZO6UUbWvQanhNo9EbHEqrpkDJ1b/AYUyB\nYlWZMypQc76H/gZTJthnuvuR7gf3yG1POR0wT2ek69bAjGl0+lLTU72HocP2HX7uGLqe0Xc8PJ05\nHY68/b3f5tP7TzB/Sa3N07FJWQVFUuoVMMSiPl0IpDjT92+xXeAwzZymmTHOmORxYVD/KGmg0wQI\npsOKYY5CsVXwRrSFkS43qcGnZt/N1Rhf/n8JNa3bkb0GAcuyXL3e9tnykSBj+/1qcPvZa5djbsT8\nnmWjLv5Xvnr+BUgqmZZpawFcY6GUqiRbWq3uJeHRrrfNR/WJeHG+WyB5AY4vwdr23LYAsF1XKUWD\nLJvv3f7/+XU+H3f9fRnTj7UF+Njj19tHTQxd6Nntdtzc3KFOuko9pxjVwNWaqmAMoetJKWtPtWGs\nwMW+UE7ZDvQ2o/EaSHNON1axdqU0tpq2GBOIKmpZaynBk3MClAogaB2Zdb5SEyMxTszLmSVO5BQp\nKWGKKkpaY0lV5j/5QOi0STUl03UdYoRlnpiXqZ6vgo95mpjmCURVII21SIG+H3jz5g2+d1qgbG2N\nMs6kFK8mm5NIDTrTZLxbrUeMiRQXDLJxlCuf3xjmeWGeJ3pX+FASsRhi8fjhDtf3GD8gvuN0mEhL\nqwNUMNkiI3o9dYIi1VOuxbo1CgwXI6TGnqvFLtLogeZiIAzrWLVFbe3LCM91lGT9MpR+eYn6qbLV\nRXhkc2Lrb9OAulxn/66jYFtD+lrE5LnBe+09Zn2f1L+csyDVQXFOa228I0ZLTlEznzlpU2QUSDUX\noqmLYS0mdIQduN0NZVkIcYE8Y/KCxIk4HVnOR/J8IsYJzTJSs20oDUA0mOKL0mugYFvtXU71wmzL\nI62OjrGXjFlDzbYZ0py17mmzmbSomoIdBRZSNm0CagRSaPU9K4NGD2EMYDEusN40e3mtBrsQ51kJ\nikYpxSq2YGvmzSDGrY57A5OrfL0xdKZbgZ46+bI6ecYYbN8TdjsVJYoZeTqyHJ6I+ZGno3CaEgOA\nCwyDChjkYJBgEaPNfbXuqWXnHdZSZexrxK4q3G2Llk0du9b0njrPNbDQNpuyHpc6xrrarEpvo3UV\nOtVVPtz6QvaOCcN5mvnwNJP8nrfvPiP86Pfo33xB8gO5WDoR5tMTp/ff05fELoxIFvKcyMBxSaTu\nBjfssGEg21CzEW51HC/ZZlaHo9FupL1Q32fb+52v806z++3+KlUWgu/VVlYZ/nXd1SDLZQwrC6OI\n1j7PE3k5Y2tjXj2DrNPLGIJ3WLQGebADKStIWmJiiZF5jkyzNkZekmapliVqZqM0yXKdyEa0nsU7\nx7Qk8Ia3n3/GD37yYz6cnugOPZOb0QyZXkMpBduaBZcKlgqknKEU+qCtb5yzzPNMjpF5XpTMUils\nrWauBQulyo3bZpRE1R+N1eBi7xx9qO1cMAx3HefecjwuWnueLOPgCdYp4CuZeZ6YJ0selaooCOfl\nxO3NDXf3t4zjQEqRw+GRx8cDh6dHlvNE3w8MQ8/+7pa7u3v6vle7YWCaFQifThOHxyfO54nT0wGK\nBkd83yNDUFDtPV3wuKYS6g3WBQy2Zpu1looK0lqUVGNA1WGroLLV7RpT9w9rSDUDq+rQXd2TLZIT\nEg/MKZJsjxPPWQKHh0R8PNFZz+6ux+w0EOZ2HTf9jsdvD7x/eM/oB5z1vPnink/tbxK/PiDfnokn\ngRSgWLq3d5TTEVlmAgZbDGTN0pYiJHQueAzOO7qhq5lSzWaneWaOUwVq187r80Co2l6NkmlA02DM\npYbYnyZMF3DZYH3CxIzBK8u3aLmLiQmMrZknq0ECZ7HB4/wea/dIB/LJPd2NQ2465HRgOTxqI/JZ\ngbDBa3lFySi3OyMepAtKvzSOzvfcdHuOU+Tpy+/55Ed/jS/efM5oAqYsutcY5RhNcWFZLDmqP3c8\nHLndD1r+IYW37z7BPE3MWTieJ8zOM/SdZptTJqUJi9VOBcYzL4lsDLmWYIh1laEA5Ar0P+LEb33Y\n54HoFyBENoFCWPeqxuRoj+09vOwX19//GoC7BPpevkdffykm8hwA5tyUTlumSm26c9VH8AERf3XN\nzx+vMameUwufJ3OuxqkG7p4Lrq1jYS9svYY32vEaqy/n+AJ8XV/3BaxtRRJfG+vnj18rULu9fUMI\nmkHTDEkmxsjpdNL+HcZo/5Suowvq+C/LfJGlrhGaJrGZ8yWq+RxJw8ubdRHToDo2uolJSTS5dCkF\nioKEtJyRsihoqFQzkUDJkTlHUp71J2m9XYwRI9C7AKLUzFJrlDIZUGe286zy8ct8ZJ6m1dCLaN0W\nos03pWSWObEskbSMDJ3BmMi0LCvIXeKC1Pq1UgrLsmBLVFBRKYjqxLeITiGmSC66ya9ArY5XzpmY\nEsEHsjiEnn73lru+Zwg7CoFpSiyzZhn1c6omBvkq6iLNkRepwgylJp/Kek+uizqf/y7QshyXNVZB\nEvV9rPe+LaptaryxV3TV5CoYUs9R8hoVLM8Wezt/Yy2tQ9Uq+W5LNYoXcHaBWM8f6iA+l4vfZhD1\nbdVhbmOxGjCvhbOu1glkT+g8OUdyisQ4Y2NEcsJn/b5Ck9bWTKRF+yYVs8f4Hb4kXC3ot5IocSbN\nZ6anD5wevifGBUpCUCOT00JJKnM95EVbShhBSqwxaI2SFTHVyddzbzSG6ytv2ZytQSsrOBVBaSzW\nrveu/agzIGTrSMbrca1ZQZ1Ze3U5UrfT++kqxXJDYdDP7GgmUQMVbnXoS4sttDN+Hn1b1c+UPqkt\nITabSo2QZu/B9WAD4gsMFieBzvT0dCQzIOcT0XuMKRRT+xSq5CRSLHmacNbVGhxXCS4XAZRVQr+B\nNVidxraeS7VpSKPnXIBZjVfSQpsVompgpYA2pbeUovLyqnhrycVgxxvu7j7lzQ//Gun2Hdn2xFTo\nSmZ0wjSdWJ4e6YFd0Ci9LerYlwy2G3DjnmQC2E4VZluWcLtW6pleaiNQJ1mjQxVkVRDqQgVl2idQ\nM4ItQ7f5//Z7pFGF2rq8ZC+hkNNCjhOkRWs2ndYZe6djAmoHvXU4a0liCN4zDgFjtC4xxcy8LCzL\nwjRHjtPM6Xjm6XhmmpLWJap3pU51MeRZ+1md5zM/+8UvEGP47rvvkQJD76FztXVNjTY7i7d6z21W\nOlSp9VZ9PxBCYJ7OPD0dcFi808w9TqP+qYgK3SC6D2a1lRagUqApNZvuPEPvGIPTWiLn6MeRIpan\nxxOPhxPzPOH6jv0w4F2HxJm4LByOhd0QEKAfBobBkiVzOBxIOXJ3d8ePf/ITSimcTycO7z8QU+Lp\n9MTh9MTT8Ynb21uGcaTve+7ubwndgDEagI1LUsn1osHDAqTaXiaEQKilEM4222BWapsK+VTxmA1Q\nMUbFS1fb3RzJlGsDd228nVLCeVVJbDLzxhhKzoyDggbo+OlPv+X/+ud/xJc//4bP79/xw7fvuP9s\n5Ee//yn7ccfDwwM2G8b9iPlQeP/dtwz9yGF64M6NhNsd58PE6TiRTgfiaWHsd/RGkLhg5oxJGZMU\n+DcQkkvGp0LoOrzTQHBX6/uKEYxzmg18tlc9lz2/WpulbGy0smB8NNgM2rE6ICGCuEp7yNp/LQll\nyeTQUfoe0w/QDxA6bOpgKkjvKL6jhALHJ3h8gpigqzX04rHnWktbbYExYDqPGXqy91gXGMPAbb/j\nlGembz8wf/Udv/XDH3MTdhzSUsGiAkYRU31DmJ4WjuaJ874j+JHj04HbTz7hzZu3fPd45nyeGJYO\nuzPKDlvtcoKifXF3vtM6xJJr7aq9tESRS2Pk15hi6kfmKpB3HYR2zq1lQNug1eUYlZFk9K4IL4PZ\n7TOgeg4vs2jb73wJNF4LkP+qR45JXR1rKZu9VAOh1GTI69L47Tu2apGvfefH1JjbGDfq4haArUHB\nCgJdeAnUtlm9549tYujyf7N+fnuu/7Zx+rUCtZubm+oMtcEoq4R9Gvc0iXitJdP3Od/VInZbe6Zd\n6hcaMAE2Dsn1wF+nkgspJkpWbn+MSsHJqxMDwUEshSKRZRaYC7lESpUWpnhSzEzzEynP1dg7ihic\nmNoQGiiaNm0RPNck71PifJpYqjz3PE+kFPHeVSAFfWfw1tYMX8GZROcKziycju85Hr7jPB2rGqUu\n8BA0WzfNM6fjkZIWmjysKuwopdQ5jw+BRoVqY6dOrt4nzSxZPpw6huGO/c0dN3c/4PbmHVjHdIqc\nno5Y22kmDaqs7vVEbIXUiqeqWEfLPMklOyVybeS3YE37RikoaM9f6gTy6ryv3/nMYFzS1Kz1Juq0\nZkTS6owKnlr413Is67m0nnrtb9hQloTqzW3B5fXj9UjVS2O4fVfFoKthtFXxRahZNhyUoNm0FLTn\nYI6U6VwH1lUVuUrlNQpGSqjFzTkikpWiYQQTRsJwhxluke4WN89IriCsJOKiAgUGgfNB6wYkE3NU\n6iT1OxBsKVoUbsx6r9r1mrpBlXLJmLSM2/ankg7q3LWXOVyzJMapbDts5ngVDGoOeOyGyzFdO4ZZ\nAYxIj9RsJQ2eVOEAEdnIvdR/a6RSjK2brYE8aSQ3az+n51L+YKFYgvGETinD/S4T9hP0A6brKE+P\nOO9IJRLzTJoL53mhN5nBl7UmSi/XgPWIsSRRSWlHvjT4tLXeqp6fc9qXyEqzlUWzNSvlWC9MDJp5\nNU2mvK4XpIJqzbE673Cdr1L7A29uP6X/5AvY35OKQZaIswFnC70zHOczaTozZo3ia3NdQxLB+57+\n7g1+2JHE4HyAVutjuBpHlbOXdVlK2/yaumGuNMjG5zZmtSemqmsaUxu1t0yk86t9UDEVXf8ahABE\n7VfOiWU6s0xnrGS8RRvzVhq8McqSqHKpSiGvNPBWX2qsRYaOIiOlFOKSmM4z5/PE0/HE6TQxzQux\ngbm54I3nMEWtG4uZh4dHfvxjuNntOaVEsa7aslqDuLEzzekpdR2Ow8ButwMy8zxjjGU3jqR5JmbR\n7KOTGiBQUQdvCrZSxVfqmnMEbxk6x82uY+gCUhK+ZqY6Vwjes7MDA5lHKeRlIXeWfT8S+h0lWiRH\nPnz4wM/IGBP57d/6gpvbO0IILMvM+4dHTtPEMAz4ruc3f+evYzAcT0eejkelRhnLnDJiE+U84ZI2\nJPe+I4wj3aiZrNbYPNUx6rz2uqLWoaSUKHPChr6WOShQl9Y2pjq7GjjJ1SHWLGtJ2rxasvododey\nBGst3lrSEmtgUJdSjp6lOP7kp7/kH/0f/zf/9J/9Ed9/9YHPb/b8zo9+yLt3A1/8yRv+zn/xd7i7\nu+HLb/8Kd/+On/z2F/z5H/8FcZ6Ih4nEATsX4nTCmIzpM8s0cT4+MfgeiZl4PGOmRCiG4AKu61QY\nJmdCzNoL0WiWvgs9Q681fK5zyDPH8mOiC9sgnGboq+nAUCRjcoRkkWXCnrU/a7EeExdkd0OhQ7zX\nGq79LW53A6FblWaDzdhOe9il4wFzPBJyZvCOLEJOqhrdBJuKUZaQCR7XOUwXsKGj63pM7Bldz972\nfPN45Juff8WbH77l7e0dh/cPlJxJWUXUnFM/r6RMtloKc/jwSOgLDx/e072/5d0Pf5Pb23s+PD1w\neniidzs8A94E9SMztR5toQ8Ba0pV062ByVI0oy/X4/ocqLV98zljrPmTDbQ4e9Gbvuw/m+Nuskcf\nA1bPa7uen4dIC169zFI1X66s1MaL/3W5NmilCS0IJmuIVgNpKV23AHjpx1/3e3vtscUF28cVgLVc\nnVs7/hawtc887y+nvZhfB4EXeuTlGhoA/ncFtL9WoCbFqHJdKZuLtHRdT9f1xKiqfToQ7YYEuk4H\nacsV3Q5IQ6zbSfYcHauDX6WTk7YDWPmwNeIMwi4MLPNMTAulKH1jnk9M04mYFmxSbvsST0jJhC7Q\ndyN9d8N+94YxDGQTSTGvhiyWzHQ+K8UzJWDWwm6Uj68b50WdEolM05FljlBTxM55Su6Zzk8cn47E\n6bH2P1OHwNfNIedcv0fH2PuuRsAFimYjuqpmFpelOv7qSJRcyEkjo6Ef6G/e8e6TH3Fz9zm78S1d\nsJwnYXqaKDERhhFjXOUUV6fOXEBWexhpdMi68Yk69K2xa3vr83R8W/iX6LqsdRgtI7ZdWNvJf5WS\nrumRUjdabdBZ67IoIA5rPAY1yBiri5j6smylzTeZvg1Ok9XgvDLvZb3A159fB+D6cyuAePa5tm6M\nUwqc9834ZtJuWCNFF8VJ3dByShTr6awFOqBclKB0NWC7HUN3i50mSnXADIWSoiqBOpVdthZSjJzO\nT8zzGSMK1kqrTdjQTWn3yW7q1SpAa3VWzjWnV415H3qqQLg+h6tKbu2e1kOvX6MRY4Nd1R19bQK9\nCojYmmExCgS0rYWF2ouv1VVKRcjWsGZSV6CJBg4MGg3VJq3Xm5qs723AxBGMZ9ztGMYBFwJLitwd\nnjh8eM/04RusDcxz4Xg4cHp8z+PTxM5m3uwD+97X9X1ptfH/MfdmP7YkyZnfz5dYzpqZd62lu3ph\nk60mhSFmMMBoxTzoRQL0pD9TLxIE6U3CQBJGA0EDYsjhkEOih93V3VVddZfczhaLu5sezD1O5Lm3\nevjWjEJW5s1zMk6Eh7u5fWaffaaUxad1gNZqOXmpf5o7AN4oOEpJlVdNzpoUVbxoPclk6RaVv5yo\nhtbkWi9fYZxgxeNyjye3eYZbX7NPDhsj3gcaD94mSCPdcU/seyRojRIGKutISagWC1bbK1yzoEuG\n2jfAcLE2nv5ssyMdM0iTlNRpzwoYNgO1M6UVrMs1gtYQowZeyriUYN/lvoJofXGKkTgOdEet69Qe\nUVbLYIzFmSq9meWpAAAgAElEQVTT4I1G5PParGzGfaZM1rOgh7Ueqop15RkWNVfLllPX0/eBrh84\nHI8cDx37o9CJMMTEOGj/odcvP6ERyzfHjsF2U5S9shqoMxhVfMz7XoyJpqlYLBdYazkeDhgDV1db\nVu2C0/17UhiUIeodLqpIiJCoraOpnLaKyfcwtTMRkCTaV26MVE6VXo0EvEDtBbd0LGl4OA2MfUfv\nYXW9ZbFeQBoJQ8fD444vf6m2+Ac//ILPPvuc6+ubmf3TPe5hf2C9XrPaXtNuNrr28wR33rFYrjUT\nFDUoF6Ooo50izkFVKWUrkUhZiEvXuIUYCZLIrVOnuhnyPeqcMNorLY93AWpxHIlhIEvdEjLDwutT\nB6PPLaVEHEa+/nbk3/zVL/l//+Jv+PLbB0RaFovIbn/iV1/+hu62YffVr+nfPPJf/Tf/Jf3pyL/6\n93/Nn/7JP+bHP/sR9+/uOH79yP39vdZzPl8RDh1tgvamZdydkOBgNCyWS5poqKLBGYeta81CjSP2\n4Tj5D6DKvaJFyLoXin2yPso6vPSrSqDsMjtjjKU3CWcEMRGstiwQbxBvobLIqsZuNlTrLW69wTRL\nxNYaQIqA6Un2BH2PGY64/oQEbQ3DIKpkmc42y6aUA3Jotj2DcZPbInnrWfiGlW+5H3vef/OG9cLz\n6fOXfHv3K0Czyk0tJGM5Hfccdwe2r5/hbaXByhDoTicO+x3Vbke7fkFbLRkOD5z8EUeLX64xRltl\nhKT2JvY7pNKecdZ6Aim3Jsoqqt5pLzl5GnCZj+lls+bLDI019oPfn5+H0WywPO0lNrev80zVdx2S\n98mPgagC+kvrnQIqC/PtEmR913VOAfnvGAudrx8Kc/yuTOFlFlDLgD6kfp4D+9ou5fI8HxmR7wRd\n6vqcz38pxPK7jt8rUCtKjmKGiZsaQtDALRoVUfl5NaJPJO5FCy5DvHyABcXnrbkMOOeJknKmTVB5\n2C4XIFunm/4wKm1RkhB9R9edGAZ1VPvhyOHwwO7xgePpSJXyhEfTt85XNNWS7eYFq2aNs9AP2kg6\nhLNS1eF4YOh7Ykp8+skrCv1o6Ht2jw/adNskqsoT48DQnYhZUCFlj7SutblqfzpSuw8nsbU29yCq\nEFc4uKoIZozy3iVEfND6DZcjvnWtBdghRDqMNu1u16y+9yOuNy8wqWUMBqJwOgZSSCzqVqNDmfKg\n0OtMQcqPIoOxVB5Vpi8BRUw2B1OmZzpfZDApPs4XkNIFZnVlZLrKxUKdZohkWWEJCtLiiCTlmksR\nQDFF3NZk4FUyWAWAXRrB2UIzcu6/9rEFfXE9sz98cr/n655FefKYKYCYv6/UgaG99KzFmArrN4Qw\nEsaAw1BbFQRIowJ4ISiYRume5ROt09ogSUJ3OtGdToQwYHK9xTj0xBRUuaxucNZAGKm7A3bscU4V\nxkUSXowqWcETbrw1VnspWhUen+iIs2xuGa7ReWI6CyukJIxRiEGDAs5EqlyODTZTLAuQU/qeL0Q5\ne6a5lciiMWBNzhCihcwpai8eKNckkHN7MntWeq36rPswE6MxF6I0RnAGKqPgDlH7Vrc1tWlwtadp\nK8K6pqpXjNHy/t09v/3ylxx3Su9ZmxpfCd7r9Wu2L+g1OnU+mG9Ys80GOW8KKlZkpmK+MseczTW7\n2bkyMLUoKAIyxhp8Da6pSHHI9CgPviJlJdjjKFx5qL3LtVqJOJzoj3tiCCCGMAYCKCjMCnhNu9Ka\nhEimEBbkPV8iTzfuKZtWgjVJJmWzvCAK8xRMVpH0la4sCaSYntBtLiPD1mrLD4mFnj/Qdwfi0ONF\ncjRWa3oqX+GsISaT21iUz04Thcc5FXKQrKBpLFiByhmIhuTANhWLukbWS8bthlPX87gXbsbIN4cD\n+7e31NZiYqI/dVhjWSxaBO0LVuWSgZBSrrtWYOWdpalrmrpm6E6cjgeWbcN2vUJCZLNaEMaQ+61Z\ngoWA9sG0GZQhgkStZ0w2YsUw4PBG6xWDWCpnqJuG9bqmdRYTIivnYbWiOfU8PO6JgwK2ZbOirhsF\ngaPncDjxN3/zK05dx9AHvv/F93n+/BmLRau2WIR+DFjvGEMkxETTttRNrVlgIBqt49bAZItxjjAE\nhn5AEqr8mYOnKRY6PTijWTdjrNaXm5zxSCoeUpRPsYYUAmkYyAsLSYkQBsIw5oCA1V5sAlFAYsQZ\nrXk9nXrevb/nz/71N/ziN/eMYcH1zZqq7XmIb7WGMQzs7gbsvfB1+BU/f/GCf/xf/xMed3f8L//r\n/8Q/+dN/yh/95Kf8+s1X7HdHfvQHP2Z9teGbr7/mtN+z9h5jLKfbAZss66bGJUvqAv3pSOgOSBba\n2ZKpd7bKdY11DpoZZfaM5/p1tY9Pa4LO4gilzvPsqDuba22dwyxqbNPi1mv89TVms4VW6Y1hs8Wu\nt5j1CnyDREinACM4PClFuu4BHve47kTdeKR2KpoxjNS+zb5NFizJTcpBG8+PKeIB3zSYuobQYFiy\nigOLcOLbu7fsfGKzWCJASKpE24r6eJLQZucJ9rs9y7UQcjKh63u++e3XLLeB6/WaxnpkDIR+wDVJ\nm3kbpycxRllTdUXbtkjdMCaIwYBYrFhCEUuj+DZnI3j++an64dNMljaxF5EsxHEOkEo+yTCexTHm\nzLR51uuS0vch8NF9sQSDLw9Vnz2fZ37O4peHMHxg08s1FDaXNd9NGby022V+xhgnf6Gq/Adgcv5l\nreSg51l74KmHJhhXgBUXY1D2qJSTPaWMpgR48/3kYG7ZjKbPzoGf33X8XoHaGCwYbR4dU4c1Duc8\nYKktuSg5Z7qyUEDMNULeWdzYa0NEo5GJJJGx7zBmpK08gsrCWzzOVYgYwjDQdb0q8ciJcXxgyL22\njDF03Ymu69WBqjyjMSA9Y7/j/u4tu7tb+uMeI5HaGVxV5cJpVU4axogE2Kx6Ythx2J049Qf2+x2H\nw15FRnImT0RFSrp9g5MVKYwcHu/oj4/EoSPGkZ5IqbVxeUK4HKVPQ6/RU2cy7Qt0kznX54gYwig4\noxHxOAp9FpoISXtx7Tuw4qhtw2azoF44nLdgFiwWL7h68WOuXnyP5IXTYcR7w6KG477jsTtgXI1p\nFuocxZKVyRm1bFSKnL414RyGlZwhy/kbYwxOtG2B1j5oPxsHChBEHY6I9stIQu5nV1Q11QAab4lB\nNEtGghSwooICMgpBRrARm0aQAYJGxjBKibLWZ+NjlMFkSsuEYkyU4jc3FuUwxmgWTl/4IPs1vY+P\n4DiZv0puHooGKYyZvV9/0B5UZeUbCh10Op2AHyJODLVRqq2Gv8B6S1u1pJQmuoRzdloHJWJnnWO1\n3mTDp6powzAwDt1kjJYM3N/f0+33ADQu9zVMSvU1pdwpG2Z/4QjnWUuJiYcntXsKlGPXg2idhBWl\ncNmU14IxGKPN2KcMGGhNmzvToq15ynO/NPDW1hijwMRYVch0xkzGFqPZqfMTevrsATx9DiRkpoCN\nUy2iMUYBTVUhviJgGRP4qKpVtbfE2pFGiJVj83xD8/wKv22QZcWbX33F6RFSvGPTqJpg0zhqnyXn\nJddiJSArUCkw8Lr2o0Y/E469dZimwo0BG9STLD3dBiKGgcp5BKctRPIaHoee8SRsxiPr8R2DVNzv\nEg+7hPgtya4IQ1QQ4SsGA2kIPF/W+MNI/ZjYuiVX1w3Prpc8jj13p4BdX3Pz+ofQbEDgemlpqx5r\nmlkggpkSqlBVDkammjxBRWfEGlXUTUUdNqKUN2UiOJ9FnMRinKX2Ta4dyvNCUBpcVvlyyTOOkTH1\niJyIx1vi4x0+BJKxpLrBVxrUGNOQo8hgEoiMShN02rctiUbUdV7qOrTOUNdKtX7c7Tjs9jRtmylX\njqqyOAemGlhED2ZgOFSYEHAxEiRySIHWGa0Pc9piButUeCYZInpBq9qyXtQ4F9nt37FqHa/WFS8r\nw+l4wC9bTvdwOI5YN7KoG2JVsRuEEU/razatYRkjfT/QdSOhF7oQkJhoGk9dJSrTYJMQBkEaw3K5\nYFFXOGe4GRKn45rd4yPH3Z7Htwc2qyXXV1esbraE7cDu+MibN3fc3v4Fb9898Cd/8id8+umntG1L\n27ZUa0NdL+iGnsPhwJAgjOcMc11pwNFal7P6aqus1VYgiFBZFatIQ1CWqlUKs7M+B5RC7sUljLmP\nWFXpPWjz54FkVfTMJGEMA3EcSCnircElqMdErC0dI0lqvF9yfzT8/G3kN3db9i9g3W4J729p9h3b\nhWFpNry3I8fjicFaKuMY7iJf/atf8HxzzR//s/8Uezjxi//jX/KJ3bD4kw1f/o//lt/8X3/O9U9/\nyA/+i5/x8ns/pPvyPf3dAUlCs7T0XcfD/Y6qFxajwZ8CrTgWrsLhcMuGaLWWWR1vcBEaX5G8Ryqn\n8xWlBJ9lyZMC3FkJQtl/BG2SbcRSuVZ7Qxq1xYKHqoWrZ7Be49pXJF8xRm0HZEJP1R1xuz3sDtjh\nRG1GbQzeOiXGdLkNkPWMCC4FZW+4ClXuqMF6ZXWMI2ZpkEEwfcRGh7M1WwzbeGLd1+we7/jJuuJf\nYHiPYVs5bjCYwwPtxlF5Qy0jaYgcd7A/GJY3S1KfWNgT/du/ZffYsF5t2e3vCFawmzWQcvBGmSDD\nYq0+xH6H9Xt8VeN8C9REsao+TJrtTTPqdo4RxnjOThXlwyJsUQCZkNtD5P2nZMlijFlQRj+jCPNd\nArbLTNscmOt1TeHiHLA6AztVKj+rGz5hesxqu6w8VWycvpO7dEkJwOrXJaiZZ3rPABOcm0vnh4uA\nwiVYCx8FcNN9I8hHGHpPD2UwlAx8EmUuDXm8gSf3fnn9v+v4vQK1/vSA9h0T2iqLG8RE3w/sxw5J\nYcoKaa2FOouhD0iM2DEi1lEvVqQYOBwOjOFE4zS6v1ysGMbAsdtPExqKEqEQw5HD/o7j8Uhd1zSN\nctLXbYVzjmHouX13x+GwY/d4T7ffEUOPN5IzFgoGQtTieucEazzeG2IauL19Sz8MdMOBfugYhkEX\nX462l4nddUdC6AlDz/G414bExOwsaoRvjsCBDx5smbzl/+pfPo20uHz/1ijtrC61Pk7rKIiRvtsz\nxMRqu2L7/HNWV9+nWb4CI3R9ztI5p9m2rlP6W20nR2eiJ06AoUQXtB6mUGaACchM1DADgtaZpVQW\nX3lmmZYh5AwQJag0c85LOs5ieJqyF+LT+ijJojEhMHWwLyNYFqacR5TyeTABlJINvFy0KZX7/w6Q\nVkAXzIyvefJ+pQZmIQdT3jOLJBW63UcNxsc/8zJTUAz8nG89f01ppee/scZiq0rXid0gouI1uze/\n0dq2TNVgZkgTgpuU9D5Oj5h/nx/TNaB0Jp1bFJyaqakJ43KurNQjlXvJwBNXJPbPm898w5g2jczo\nv1SWKn+jjdc/VJeaX6/zTJvhpRotaObFOv+kPqD0O7POUTc14+DpM0i/urpiUTesm5aFq/nql79i\n18GiXdI4q4qcoVMVPRuVIuRrxOYoYZ4tRvQ+nLXqeMZRm6qK5ogtmmCzkK/NEIaImIS3DgmBvj+R\nxpHT0PHtN4+MocO311BfE5ottlmRbI01jrZtSMNA03qqpmaMgfF0oEsRv17TLjzblzfUIZAejwz1\nEqpGa1PqBlvVwFNgrXfydOxT7sU2zY2LZ2awU0SzzPUpMyBn4ZA5I0P//jwnkxRwqIyPoe+QGDR6\nn68xhpgTdn4KSGDAUAIJec6XmMo8mus0kjFmxkVVVSzaxXSurlcBLV/VRCSDBYevKtra01SeunKk\nYcBaqHKt5pM9L//c1A3WQn86YTFs1ku22w1WhNV6SZcCz5+vsW7PaUgqUiSWuo6MY6Q7HqBxeb/0\nuf4k4Rx4byfafd8PmBiwsqRxC6DCVxXr1YL1ckkYA4+Pj9y+fcPD7R19f+Rxl4ix5+bmimcvv8/p\ndOLx8ZGvvvo1j4/3vHr1ii+++IIf/PCHbF/cQGVZ1EvaqmbM7XtiEepIWnOplGDw3uG97idjpkB+\n0A6kzB2lnRCGk7IuRFQgJCVV5it7TtA9LwQVWVGnVBkozmmGNdmEuIqYhK5P3N0f2R0S++NIAKq6\nJS2E9WbLol5ggnCz2fLq5jn3d/eE3SMr43hZr5A48vN//VdstjV/9Mc/oz+N/OWf/X/8RP4p//y/\n/+/4zZ//Nb/+l3/B/s2B5qc/gVXLerOiz2u/rRo8jvH2wO7xEbPruHYt1cJDbbQnnRHINt7isM4Q\nJdfOJ52blxSzv88hIvRdhx0Cpuvh8UC6vYM3bzCrFW6xoL56hW8W1A7tqzZ0pL4jxBEnCbyDVtk+\nOA1Ck4IGa43gbYWI1UxUCNNeYSsDlcX6GtN6rHcZ6QQk9DjvWTRLWtdw7HtqV/GsXfPutCM2EK1j\nUdes2powBHzt8VXDrjvwcHfLatOwWbeEAIfDgf3DA/12oL16rg3vj0cW1RKJhjFGmmalJTHREaQn\nSmAcA1ZirltLmg2cWtEUFoR9Mp4TJS/vNcraCtPrWk5zzjoV+1dV1RM5+8usaJwBi6J0OD+MOSsd\nzs8x/yxjVKRnft7y+ll5+EPQYy7WpDGZnj6j217uvWe//ul++3SP15ZG82zdPNBwmel7Ij6Xfw7x\nfO7LGk2YEmXTGBQNjXIUDYn5uF2O33cdv1egdtp9S9cdcU5YLhd4X9OdRvZZHUo3SKUm+Rx5LNTB\n/tghfWRzc8Mn3/uCtl3T1J7a1bRNhZGoBd9Dz9Afs0iHKjaq/H7gtH/g4fYdfdfRtgsWi0Wm/tVY\na9jtd7x71NfHrgcJNN7gstKaFoBmh9GcnXZDZByOHPePHI4HEuNU5G0tSr1CQZgFTod7UoJh7Ehx\nRDP2Wj9WvA/tOMLU3PWJg2tQ4FciDkad1pJ2NsZhbAVGJnl1Zw3e6ZcFnFf+9OMhgd/QrD9nefVD\nquUzxuQIHYwp0NYOZ6DrlTKKzX3uohbal/qzcw0aWd1RraaIKrVRwJvIOXKUEz5wBlQFwDyVoi3A\nVSPrhU5XaI9z4GWKYxcTyZAdi0BKIzKq8IVKyRumyxJQgGmZrH3O6xbQOfXxugAY5bOLY/exo9DQ\npuf3HYeb1cHNv2uGQBBTANDf75gboMn4O/tErGGe1IuSsGlGrXAOIyb3OnSMw8DpdCJGwbuaRXvm\n1D/ZzHNvuY9RFOZjYPIzmMYo5UiaiM5/wwTWDZJrtNz0mUUN1FqlARqXv2fqRV1k2GeRwyJlrtSE\nSzrpxSGZUjfb2Mq8nDYeqS8oGoW2kqdKpnGXZHMSbS7rpDjgHpEt4+4RsDS+YXG1YNWu8LYCMdx/\n1bML4AK0xmmPq9xDTKIjidZ8TIqnT4B4HqMhaDbW5t6PmdJqrMUmwbkaW2m22ohoFiIFhqHj/v6O\n28c9cfmM6+oZ9fIGcSuSX4Nvps/bXm1p2iV9ShxOe2wcaW6uIHwGMnD0DdE2+G0LzRq/vMLWK/A1\nEceQEm3Z6PLcvBz3mMUcPqSi5DmbUb3OC80ueqdCIuUo7VfmNkrkPC9jVGVaZwynYaA7nkghUNvc\ntsHourfFwSjz2GjgqFBmjDEqlJO/5s3rTZBcj51oFwvqNvfjMwYXNbMjRh09W2kvuLZpaOpa6aXO\nEURFQKz3mW1Qsrk6Tt45VusFIHSnjlVTcb1e82y7pXt8wFeOFOH6+hoRg92dqNqKQx8wKWqDdLRf\nX1OXbJ/LtOgc+IqCFZeL5SP7xx0ydniTclNw/d7UFS9eXHG1aTm9fsbxcKA7HRn7nru7t4Q08urV\nKz55/Zrj8cjd3R2//tWvuL+74/27d3zyvU94+cknvH79CXa1pjIO+p5hGHNAItdZp5gZO8qaUeVW\n3VOsM1o/Yy1kZkFRCLbOZeVGO+0fiJBCnm+IBnZyy50Ysy+QhSes0xrPXoQuevrkOI3QnUaOQ0K8\nxxvNdJswYivH2PeEviedeugG4u7A3dt3HEJgT8tSEs/feP4mBP6T/+E/55/9t/+cv/rf/k/6f/eW\nv1v/lj/+2Q/5fm95/5dvqP72gUNzT/NqTVXr9VRVTb3xRDwjDqk7pIs8DiesCUQE5ys8cBp6rFga\n64lGfYOy/p5Sxuzv3MOeHgmJAyYETD9QH4/Y/R7baCPq0X9J8p7KnmlqrnawbGG1VEVTrKZZ0Cy5\nknMyddkaBIepanDaY5TKIW2FrescEBFoam1R0HXIcMKZBctmTWNqqmT55NkLfvrZD/jlf/hLDRB6\ni21g1db4ONKHnusXr6gXjt3xge7xEfP6hrZeYuya/cOOw/GIXayw3ZHhdKBebLFuoRneBCkFVK/H\nEcdEzFl8m7t9p7Mj8sFRxr2qqie2sByXWg2XYGzuOz5htczqDz+m6HlpYy/F+8p7LrUhPsY8mp/z\n8rzlHOfrPPs53+VDzJW9L6+9+IWXxxyYXV7bXIRQ33QGrR8L0H7Xfc2vt66Vjj7/jPK3/7E19HsF\nar/82z8nRAVPWktVU/mWpl6qgpmoMZWYGPqYN119iP3pwO03dzhvkbGjYoF4wxAT3f6BoT8yjiqz\nH8LA4fDI7nDP6bSj67XmbDx1hG7AYAh9w2nvs2OjmYxTd6JLnUrLOqNSyyUNkptSp9xb6FzYnxjD\nCXrdJK1Th8j4s6T8tGDQCPYYummjsxZ85S+yLUoV+Fi0oZwTM1dsdBPVq7zXV22+r6RNSUk4Uwpv\nVSo6JMNi9ZL26kdsnv8BbvGCKFbreHM/FOdUhafrOjBZvpUycROlVqoANXkifX8WGMlWH5Go/oxN\nlMxhue9zp3fNIJ1r22SGqPRzJfc2Mt4g4rS9Q8FDKZFMxNiQo+8DEkfSOEAYlWZp832kRCIqeJlR\n1kRMfiZxdr+cr2f6sQBr+ZhteHKUly8X6XRuOddZapsDmRznklebQYvZ1/kwHwFyxSk1xmixuMgH\nKkSX1zXNudxXqus6Tscj+73SNupGm89LOis0QaHbKbB8amAlP8KPG2pJKQc0zEzgJI+FLRk1c86u\n5Z5n6oy73Hsr/y5/7qJWAYWi9qiiH+dax2TknEF88oyy4y7anF3kHBy43AwNfz81p5hrhwQFaj5n\nUlxVUcuCZhwxOGIQggS8q3j5yWeI8fxchMPt16TTgReLmoX3mDTo0osRCSMJTzIRySqPGHO2U9ay\nSNrvjRgQE0khqyjGSE6/UVeVjlOK+EWLpMTj7kAfDctnn1F99jOWqyvEeE6DkIzHVTWu8lhv2CxX\nJGM59kdGiawWDYtPPqFrLP3jPffdgBEDqy316gq3WJOcx5gilOJK7+csrJfBe/kS+ShIK0CtBHUU\nqCtIc0UJlFmQYwa0U3o690WUAmeM2pPQdQyHI2aMWG+19tcUIRGrtZplvmBQ3YKZ3LTNa8meI9ze\neSSG7JxY2oWq7fXDOIGGZtHSnYYc1bUgUamfEtEWwRFxBmM0W5uCKtmCgnCRpArE3jEOHRVwtV6z\nXbRs10voDpoljJHaOxaNJwTPYtngDAxHWOSmzWM/ckoHlsuWRZ0d+9NJr18SoRcW65amabR9Qd5k\ntPZX6Po9ULNoa1bris36hhS3DH1Pf+q4fX/Hw+17Qt9xfX3N8+fPef2HP2EYtJfa/e173t+9Yfl3\nv+DZ82d8/r3v8enn36ddr6mbCoxlGEMWJ/KqBhgjccyqjiniUFueci1hodPqs4u5blHtuDFKg1YG\nRd6DUgnEWWyZr06BmnWOKFqX1lWew2gYzQLqBW4RaXykiUds/4hNkUaMAsAouCAQYYWhDQFPYL/f\nYQ7QBoc5RX715Ves/u3f8aOf/QF/8Kc/5Tf/+1fwy3d8fez5/A//kJvmhuPfvOWT0bP/5XviqmZx\nfYVfOqyraLdb6u0Npo/s3t7z8PY9JibqumaxXuN9zXF/UFGzGtqqzr6PzayDsm7IiqjmY1vPtH6m\nN08+b8RLokoBO44gHQQVqknWEK0lVDV2ucIuN5hNC20F1kGENAwkDK6qMbaidlqXi/cEY/GVAj/n\nLFJZTFNBVYGzDBKxVFTrBbJaIscDRka89VTRUo2wcp4/evkJ/89/+Eut0TaRJgiV9WwWNV3oqFrP\ndnuDvO0Zjyd2d/c0ywbfqlDPOARiGGmcZVFZCB3WVtSupRtHApamqbVFhZhs4ErQTPeHWdj0o1TE\ny0zQx6TlL/8tclaGvMwizY/LrE/5eQ66LkHa3D+d74sfO/f8dyULeDlvnn72meXwJEkxO18JvBYx\ntflrxa5fiqPM1eI/tmfPmRAi5zH7WE2gllY8/d3HzleOOVD7B019/PWX/z4bS21yWPmG66vnvHr1\nKaurZ7imAYTTYc/Dw47j8RFJSTfDCM+uF1ytK4gn9g+Bvu+5v3/P3ftvOe13eZNT1avjacfh9Mg4\nHLO8fsRGoUIV1Agd45hy4bxG7ROC91Blx08d9Qw+7LyR6JlGoVmhQBwF7x1NrT1I7FQzphPcziac\nzQ6pMRV1VmtUp09yVsVSGtmWjdvlzV6jtwIETQqZ83uLhKvSa1qsMxgTQZQ6GmLSnibJEmmwixuu\nnv+QxdWPob4hisV6g5VEiB21W2CA7nRi6Ad15JxXRUlrztm0XI820f8yqJJCf5QCZNThEiMgJr8+\nzxJ9HISUHnbZHcvn1zoDk5xuoqLRbMVLMcsok/s1dUgcIIapkak6dvrsTdmM5DISM4sMlULfi15o\nJTOnGa/vnvu6Pgu11eS/MxP4FLRGzpr5+YthnE7wdCP8jizePLqjf382bEUy5ZLjfTZQZ8Ojwj5O\n6cfjuWajcmZq3j4JT0yRsZBlh8upzLSGJjXKj2wAZzApWJsbXnOmPoKZZPoNKuXuK42aWq9OufWO\nqbgcVXYra2L+IM5ZUpmyL7OnicyeiWQanJg8AzMFuoBqVbvkyf1cPviUC8oFMykyhuxAVuLBOOp6\nocIDonUNScAvFrz47FPGPvKrn1t2b7/koT/hgAUVLot9pBhzJibmBuJZXMadM4lkWkq0kAxEEuR6\ngjQG4lL8WXMAACAASURBVBhJbqSpHW1TIcYRxTBQsXj+Ke3zz+lWnzJgCWMiOYetPNZZ6tqzXDUc\nD0dwHucMC9+oVLk4XLxW56obIFmoF4hvCL5CcNRWe2s6Y3L0PNuPWfbyMor8saPMX5trvZxTNdcz\nnfycISgKuZfPTD9PA1QWSONI6gdqSXjrCSoSSu3L+e1kA60xZHrERD09Z6efBt0iGSiXxqrmLJ5V\nbEpZJzE7x03lNdgkI84ItlCN5i5ezvapH+tISYNU67bm2XZF6yyL2hNXDceDgr+29jzbriElFoua\n1aKFFDgeTwQR+hHCGBj6nqZ2NKuGujIMw0AMUYMFMVKZmma9xjvRsgYRbeVgBoxVWuWiaalcEa1Z\nEMaRq6sNu8cD79+95+vffsX9wy2vX7/m+bPnvHr9kqrydGPPYX/k26+/5t2bb/n1L7/k6uaGzeaK\nzWbD+uY57WqtINfYSXCmqEgTAqehY6pbnGpZSzwgZgl+eYJBpNgMJFMdURtQqUotviIZrQ3sYyI2\na3QnXOLdSttg9EoBlFFtlZEa1zT4ZaCxFtf02EPF1nuCidwdHzmFjk/MirZeUG1b+t888Gf/87/g\nR//ZH3PzTz5l+9eWX/+7X4BZ8+LHn+NDz/DVDn/nsIdEzQnbC6O19NaRlkvqdsnis1e47Yrh9gFn\nLFXd4ETLG6xnUo82M3XAj1HwkA+DgnM7KgLimAIvGBAjRDeCCVpCYTZY74l1TdyukesbWG/B16Tc\nqNvGSEyiDaGtw9W5Fs1YxFqMqZHaEb1DrNaX62cGSCoyZZ2F2mPaGipPPCngrI3DReH2t9/ybN3w\nwlZ8M4ycqsTSqB+xXm/p0X657WLJ82fXHE97usORw/0jVy9vWC6W9PQ5sBdZeIPYsyaAChplm+Jq\nBJeFinLQWSKTTzAbx2KX5gDpkiFT6M5P9rDJz7QXz+TsF8z3q8u96xLMzV8vPnC5Jk24+A+u5buA\nyyWg+ljQ+mNZwfnrZ5DmtJbXPJ2r8zH6mCDJ/PMvr/H8s4oMXgK1UtN/Hp+PP7P5Z3/sWv5BZ9T6\n7oEQtfjeWc9oGyzQ1jXtZo1JsHt84PbdG27fv+V02IFEbRjYLnn94jPG7p7ffrWnCyMxBB4eb7l/\n/y1j32d1JnXsYxoRomasLFo34LJio4mMYQRRKlgmClE7p72CrEZLrbVIidQCkgzOVtmhN3iXndV0\n5uDanIXw1mKtP2dROD9gnCXkCEfltI+TEbSnXOUz3Sp9tK6mZC6MnW3q6rrOJr9FxJ9BgFjGJAyj\nBanxbsny+jWbl1/QLJ5j/BUhOSSqhLeI9o1rGxXX6PsBSUnlzo0hppSjCWpklO6Ve9HBRD8kZ9dK\nurBk28gNWMUUoFYMFrOg93y7NBmsofdONnK5kWkR/yvLRlLUTSGJqjwOJ0ghU+sEsuMmtjjiWZK5\nPGfJfHhT6I8xA8GnXGXICz5Ta35XRi1rYk6gpDzHJxg1RaTgvolam5/h9BFnF6LgvPma/5ihKAZW\n53POIpky7iXsaSfQMgUYsrBPCIGQ6WKLxQITxul8yaWprgwRsA4jOdI3XWkpVo+aVZI0qfSJkIVj\nZg5zjmidaQilv5ebjLJ1PvdSy4EMZ6dMRsmSyRgzQOJMT9OcHQr8PgRqBRxqFi0qdcrMHm2OJp/x\ntM2grdQhygTKheyoJAUQxprcl+qsUmWd4KqKJomqxyVDu2oZUyIYwTvHp1/8AEmRL2XgcPc1qT+x\ncYaVMYgRXBJMCIScTaqNVYXBWbzD5tyANUoRsoWiGYq0vRDGAZc8xzCyO/W8P/ak5Q2r559hltcM\nvT7jKGqP6rqh9hZrBWKi6weqxlAvF/jGg4Ghi4RkkWqFswsQSMYRjUNQkaiqctoGIsWchM+Z47zG\nz93Hz0GFD2sG8tyd5oPD2UJ5LJvo+f2XzkmZAiklEtpeIsWIDCM2RWrrcMaQjIKryvpzZLvMjtyr\nz9isfKTTTTd4ewZpuh5y5us8U3KvN0McR/pxBOPAOmLulems5XQ6QIxUzpAyBV3XVMRkyrFmiwx1\nU1HXnorEdduybRtqA04ibVOz3z1kWjzcXG/o+47Kw7Pnz9m0NV9/8w2Pxw5joB8SYRjpu456s2K7\nWRFDq2UCp6PWPoaIVBab689zH/BcL6ZBFOctdV1TOe3VFcPIZrXm5bOXvH75kru7O+7u73n75g13\nt7c8u7nhxYsX3Dy7YbNcMYYbxmFkiJF3337D7bt3LFcrtjfvWW42LBcLlssl7WpFVWstKzERTZrG\ntzzrubMbY8zvZwrMqAFOJU6kmX20TUW0jmAdyTrGBCeBPgmVbxDjsbLEhAYZRzDgK8dmvSLVtQr0\nhBEQ6kWDO9WIPWCt4Vq2XO02hN0RW8HNJ89xmyUPX37D/S++YnF9zfofveJw13Dz9hPiz9+xC5H6\nx8841onFqqF+1xP3PfEYSNYSrGHcnfCrE+16TbtZ0zrHcDjRH3voI4RI4yocVqnBQlYOlcnOCnKe\n15zbkJzX4Hlci93FmCw9DdEYzUg7q8BLPM62+M0We32NrLeIb5BgkD6LGTkU1DYttmkRnzNt1iDW\n4prVJF6VpnY7YKNASiq8lvRnk/2UFEdiCjSVo3aW92/esFl8yo+vX3G/+4qUcvg4JmztqQn03R5J\nG56/uKE9VhxOBw67R7bbDevVltrXnIae3f0tzXLJ1esVYmFMgvc1UqjpMqI9RFV11OTStCQzxdvZ\n3JwDlcKCmfuCc7bMXAZ/Dojm1MjLYNfHbCE8BXlzYFFV1VR7VdbNvDau/O3lueY/f4w+O79m7918\nKM77wdNfoYItuXefYUpsqL7F0yD1HJQ99cH4YMxAbUAZ7zEHqefjqUHswgQxT55J+SrjUo4yXpef\n9bHj9wrUEgNYre8SEmMYOHVHTv2J+/v39DHw/t1bHu7eE7oT1iS8y+i2C7x/E3l/+43SHXORXgw9\nQ7dXN8R6tFcYWotl/JPIZIm4JhFViLP2HEEyOWIvZ/qMsx6cLqDi9FbeT6PovcM7LWaNMXeWRxAL\nla8ykHMY4zMSV4pe8kIIY64/8zkS4/C+wlk7gUy9JjMJEUCZeHkxQAZABaLMsnYpKwlZQ8QRkiWY\nCl9fs9y+Zv3yC+zmOd1oMAF87qsURjWyVbXCmgzSogoMmKRqnFPNmck1ainmWq00OapmckHSGWDk\n7IRes66uNDWtzudLxXioQ28yUC6ZL2uysya56D+VSynedJqyGJI0e5tigDiC6AaknYMdZ6BUOOJA\nroFiDjaRXCf24VHARqkF/M65nyO1Tw1URl9lrMr9kgGjKcAxv0cMpW2AMU8N6HTGiw3zA4EL99Rw\nnb1X/Sq9zURKryqlExcnWLNqNRiNVmr1gOTggsLoYrwUG+k9WiMKHijZ0bP8zByrTv928ETRVC8u\nfy9f5xq10iPtyViUyNoMpOnw6VW58syfXESu30MQK8TZfBfJmdvZ5qZhY/IkLN8vDL8ibl3HE+7Q\n8XWSqJzHN4YYSsDHYL3HOYgpstlWfPq9zwmp55vacbr/ln3YazYvJbwEbDSUBtZFJkXngm4MlbEE\nEtHkPSxP1hQTaRwhBJDIcEz0Y2AXhLi8oX3+OenqE06jYOWI9zU4h4ilsgZvDUkCQz/SLBZUlafy\n+vxD1FYeKRpSsIQcKJEcOHPO4J3FW8FKIIUAqdSSXUY6mQVSPnRGpqiqVaqjy9/VaZjXMfAE8M2P\n4rSnlIiglNIQ8BhaX+Gt1ea3zuKyaEki2x5XismNUnjP8ZQnEWBjlNobQpgUjUsAylo7ObYKGHUd\ndn1PCoEQRvYP94ShxxsYDZOd1JrorJCWTaFzlkVbUzU1V22DT4ll7bGogmZVO07HjtNxz9X2mrb2\npBhYNo6rz1+xWdX8+tt3vL3fYU3PqYucjgPeGSrvaNuKunKEomhpycE6VQt0VYWvK9brJZVTYY/u\n1EES3GJB27T4xRJiQqKwXi149fI5p+NJAdvdHd3xwK9/tef9uzdc3Vzz7Plznr9+RdO2hBA59Rr4\n7Q879o93GAx1U7PZbFit1tS1CinUldZ7GnsuHyiZfmO1/kxsMQdmWh/l3xpXsxhbY7wqVQeBwViC\ns4yVIdiUg60NhgY7WAiWlBwr09C2DTIIp1OHsY7D4ZHUn0gxILWDYFmz5kdffJ8HifSHE3vTw/uB\nuIs8W13xzf/9c559L3Hz2TXju5Hh4cj+2wdWL9e8/sn36a9vER4Zv96T+p6Fb1i4ihASoT/S7wZk\nvaRdt7jcNDr0A5UYzU6UQFoBWlKsJU/W23/sEEnIKCSrypqIgiusB+PBO2K7xK42mNUWVy2RYEj9\niASDiygLYLnALxe4dqFrxTmkqiDvJH61UtsaA4wDpByw0KgodCOEEQ5H6E5IGBAZsVaoGk/dVgz7\nEQ4d379+xt+efsvRKg12TBFTezauIYWebjiyuV6xqbcECfTHjt27W1aLJdVmRZDI0J/Y3d3SrG+o\nrlY4Z4kWYgyMw0CSCkyFsV73d1dEQ86103N7VL5fAozLL+CDbNf8PL8rizMHLJfZq4+9r2SWymeN\nWfa/vHaZuSrfn/gdF+99wpowZ6bQ5d/Pf1eCnRpUFZLRPrjGGMJ4ponOx2z+eZfaD5fAtGmaiXVR\n6lnnGb8UwZj45N4uP+9ynynX8A86o5Zk1kXdOUQSwzhyOh05/vZr9t2R03FPGgcqK7qBE7XmKAWO\nYSQZQxBDzMAKE6jrLNudnRyX6xNEtPGlSJYs9ZpFgQykvJ8inoWa2GCJyZyFTYxVAY2cXXNGv9QR\nPTv0zmoDa0kqH1v5hspX2VnIykViCDGq/LIpSNxjJCvsGUsMmjk6byjZTM6jHjkMU7RHZAJrZGBh\nqPJuLQJiHWIdmAXN+iXXr36I3b7gIVpIkVoEb7Qmw0SjBdK5b9g4lh4xTicrBmvr7PCkCchoRqxk\n1JjGRXK2If8mR+RULesDp2sSoThvooUqOIGVaX7LtECndlr525lSkKW6Remf5MyPJKWEivHZPmYa\nppS6hexvZzyq0bqnRbnTVeRrt9Ywu7jvOEq25fzv+TlMdrxMARWSAeTs70r/q/L+8tqlMSjUxsJN\nPxsSpavBh9nB8glTUABIYrMT7IkhcDqdaKp6um7tc/chfSCZ4njmM+V1VpQtL6OCT0ZFcgaxZEnM\neRObwEjxDGFqcP30JGoHyvnKNZT7mr5PAO0csyuzNSma+/De0rmv3/mkZjqHBhfSdDIFiud1UD6y\njN0YNZpNs8iUvEQyDuMqtQNhZLla8skXP8A0nt9+aehvv2aIB6rUIxLU/mkkAOty+xGnWW9SYtEu\nSCmDimlDSqo82PWE05Ewag/JLgmLZ5/w7PXn8PwzbmPNIZzY2ITNASTjPd5pFDtJ1BYeq+V5/cYI\nIeGMo3YNY4iMRf3WWW386pzC9aR1cpakwiiUAMh87AuceTpP4CwTrdFUDYiV2kVjSgG8Yb7evuuY\nnBURBY4xUVlH5YwmuIxG8lUNwGoNo1ElRx3zkmko1zsHk9nBkLOD4ZzWEMYpw2ZwPtPsxziJaQ1D\nYhh6drsdQUYMGogq1NyUxR9Mrp1Goga3jLBoGirvkOPA8mpNW9dELNvtBlUxHMEIy0XD/f09h90D\nL1++4vNPX9Nutlzf77i7v+f9+zsO+yND33M6grMbFk1LXbeMo7aXsVYYhoH7B1U89pUjRk9bVwqa\nMlslJW3a7qyhqVV9Oeas/Wq55Pr6ilevXrLb7bK4yC37xx3d8cTd+1uub56x3V6xWi5ZLBY56Hui\n6zpCCBwe7zk83iNAU9e0iyXGeeq6oq7rKUBrraOqPHXtGeY2ZP5jsa0pi8lYreMOySDO4ZqW1jh8\nAm+WULVI0ubwWieqQVmz9oRTQhseC76x9AePOMdivWIRBekGnt2u+Soc2d++xVc1N/WSavuabdVy\n/MWv2f/dN/zhj59x+HzBofk+27FleDhy+s23LH+wojWfcTe+Yf/Ne9IYML3Q4nGVI47CEI+cvLCu\nG9q1ZRwtMgRcDmh455DsiD9ZE/lntd18sO/MD4Oh9j4HNBwYi4p1VRhT4WzDsF4iy5yVDwEGwYnF\nuhqzaLDLJX670Ubd3hExGF9h2haMJY6jBnyyGqtN2b2NARNG4jASuyO277GnDjkekTDgELw3eG9w\nXq9/9/6O5dJTY+hQkxRjwC8aVpWjOx04Hg8M8ZqbZ9c0Tc39+/fEbmD/uGfVKhBf2JpEYvd4z3bx\njGp5TT+qcEvfD1qf7A04bRshjNgKnFtgS9P6mZ9xCXrmNnG+f86ByOU55nS7ku36WBZpPteLn36Z\nSSp7X6E8zoHhvHbuEmTOz30JbD68tzjZzY+d5/Lfl3RH/Z2ZAnTfVcs3H8MPwBTnMS6iIJf3EcPH\naZqX2brLLOLfJ9Dx+wVqY8yRXguqHYCRgf3je0LuVWVFtCdJVkpUp8IVvxWDUFlDZXPQyzhKk9GY\nnTo3DYyF6jwhSnG59x5fV1jjiLl2BnQAG+un5slQ5LULMDOkKJMSoyDKhc/1LnPgMal75eZ9Qs7y\nkIjRoFm2zHMv4yOCOJDkpwzPB2g9X0cMZfJZrClgImdBkrqLCUNykjeUFZurH3D18gtkccNp8DAG\nTBJsZRCntRDRan8tMWRHIGKMz+fLAhdpBNGebohMAiUpzaiENgOxVJyuDJIkzTIokkEUBXEy3QwU\nDzxT43ITx8yk1H5aoMpSvao+JS3Mdc5rc9LQ41LAed0MQwiatRCDR3tvaP2ewUhumpyVA4UIYcQS\nIA4aocuXhNgZkNDvKkoyMyQ8NYCCZhEsqqRoJD83CZAGYgqMsTxjm0H2UwOLUQLlHFCYkgpDpn9L\nXjfOa9QuhkBIg7a4kJqKmlLX6J1XAC46r5MkktV6m1IjZNDfxxDxzhNlnDJlqj6aHcak2dOYARn5\nnHrdTKIe07WXdTRlyoCcqRApeTemtWcy4FFAohSHp1mVAkIKqj0DzsmYTp9tgTRRWsvHaxS5UO/A\n5syrlCxZ7nNYnnBiDjLPgZvynnyxmDJxyVk5HTpVmht7jHPUjWcMiSFFatfgbQ3RaUS6ciw2DS9d\ng3cVD40nvv8NqQ/E0UI0eOMwwcAAyQrRCKkSxBnGfodzjtYBYWCMI/144nZ3y363I5wSXZ8YXc3q\n9edsfvRTePEpnTgYexZWsGaRNxllEQzjgLWGqq5p2wZjfVaTzHbb6igFSQQTJhaD9ohEM3Jq+CY7\nLxlglJrGsqcV4aaptjDPJygbdc5YmpxJywAo//EETsu8SDERYqZT58BQlEBIIzGOYB1JPK5uofVY\n02MRPAqgbRy1ns5oVlEbBZ/XJVabXBurbRiMMUgMuk+NA/3hCFEpyWrLdT1OKoVW5e2Px3c0VeKH\n37titbE4PxAQ+hDpkjahJts8EZWUjrmhszNZEMJYxqFn2VS4SmX+LdoKIvQa6Q/DQFNXrJZL+q7j\nsH+kvnnGqxfX3Dy7Yn94xrt3b3n79j2PjzuGoafbP2LCCPWCpq7xviHGkXHsMZLoDyPvx1tMTDSv\nF1ytW7yJOCssVjW+bglJ6B20TYWj0SCOGBYsWW+uePFCa+OO/Y6+79nv9xxOR968+Yr7hzdst1sF\nbKsNy7Zls1piMyOgG3pOpxPDOLDbPeCspfMeX1WqaJt9gaqq8VVFXTXKmLHunIW3grGCrzx9MMRE\nrosxOAFfGYzX3nZtXVE5bZY+DCeiEfzSU68WVKOhCx0hHVn5yHJlONmKPRWpXtBE8N3IaCBu12xu\nXrB790C/H2hX15gx8fBwh3jL9t8E7q/uGZ9Zxm8OyCERx8C3f/E1y91LPvnpD7H/6AqRR8JvTsTY\naNP6IWIY1a6+TdiNVeGQzYqxHwhB62YDwqKymJBtWabnlb3AOa3fjxdCPJffnXU5s6x2UyzgEngQ\nL1SVxTjRYE9WbzTNEtOsME0LzZLUbAiVIflEstoSxud+l1XdwhCVOphGUurxEjF9B497zPGE7Q6Y\n0GOOA+awxxAJtYPR0tQtK79iY6+46++JS+G68njnqLxe59jfs9hc40xNPxzYHx7YPNuyfPYMv77m\n8X7PaRxZdUfaZkWyhmACNp0w4z21VCzFct+3VEZIciT0R6q6pfIeEYuMhjT2YIMG1zKFGsCI9hIt\nSd4JEJQIMhp4FmAMed1n+t8TPCDk4L+dwoXFh5kfKe975dxlv0bIvq7JVRKlsbWbfFiTg4VmYpSk\nySeEXHmCgBmzT1H2dDP51HrfbhYAPgcInoDU/LcybbvZ+8nL1tVa+qNjdVZkTlH3dq1dd5Oc/jxT\nds7YxUnRWHLQG8jiZR7r4pkFcXGUJMIlWIQPawc/dvxegZpGuM80FZw6ZGM4gYg29C2gaIqm5/db\no701CmApX1PEHTB+NgBmNpnO1EbvPN5X2MIfTVnZqXyOcTjOUQTl2pdJL0STpnODkv2MzDm5RcVQ\nVFDNJC1wNWhUPdMrJiA5O4Qin24pyQ6dYNkhF83qad2LZOcgO/EZxGaBalIymb7gwNTU7TXr7Sua\nxQ0DKgji4kyswmQqoSkOpT3L3hujBmVykqLWkxQftzjRgoJEU/zT81hIcX5hcpaTaBPjCaRNL+Yl\nWLJJSOaLFYVBQHLvsvz8rCnUN/1S1a8Rm8K5ZkkAowIwISVcbvqoku/64SY7VxJVldMQMCkgyU6G\n6EkKb8qTZJrn/HnOI0AwAQsx2WjmcxmJmMxdT1mW/vzszxGlM1mwHGeaZBnUIrsP5JooS7JGN8Mx\nakGz1SJcm6PbMT+wYuTMNFgyPdcQRlLmoycZp2dY1D5LdlUFPu0Eisr7yjwqGeIC4PRZ5/qHIiwz\nA1jnW8vvnyzzfBR0Q5uuPd+I8DR6JecJe0Zll/Yyz9MpEzKtZ30tS0xQNgX5CFD74GsGEHVMiyoq\nunslFWMw3ikgNDoGBos3gFdxj8rB1lfUBhYEHk2gv42kdA9x0ObvMeIRnNemyUkGLWhvHF0fcL6m\nqRqOx4Hfvrnj9u6BMURIFX51zdWrz7j54scsX35GchXpdMJKxCEYV83mZA5kFXua63FFyqiZaURS\n/s9k2qk1WsPrrdYMK4252IgC0s5UxXMm9fywJptjlM7G5Jxo37qnm+HH1s158pybZGvbErzDiAXr\ncXVDqrSJsrcKhq11WDNOIM/ash9MoQWiaE2Zs6ryqBlPDXyFvmfoepAclNHiwWkZRUmEMXLqVXr+\n5nrLetVonU8OVg1B56LJwappXpcxw+CzCBUo1dIvFlNPPyOG5XJJ3Abu7u44HY9sNhuur66039nt\nLc45nrUN69WS5aJhs1rw/OaGu7s73r+/ZbfbE8PAaCyLtsqiApGmrmkabSY/DgO3dwe8u6NycL1q\nqN3/z9yb/ViSJWd+PzuLu98llqysrK27q6pJNreRSGkGogbSg570T0uAMNCLMJAEiYA4mGF3s8nu\n6qW2zIyIu7mfTQ92jrvfyGxSeuq5QCAiI276dT+LHfvMPvtMg1Rd5xh8X+1hwYlVGfVYAbDr8F1P\n1w/c2BtKyYQwcTwdOR2PTNNILomHh9c8PR1xTnujbjYb+kFVKLu+VwpuSrV2WYcql0SK2ronhElb\nAlnBO1WRFOfwfa/rIWdCMRR6kB5EhUe8gLXazDyVgncOMaogaU0hO4N3miG1F0M+BIIteOvo+46N\nM1gDl8sFGSMyFYq1uG7gfrjlofScDk+8TW/ZXCAeRgTh9d9/TXkJn/0Pf87YHXn99W959eJjBrPj\n27/7HfSWT37yOfYvfsQl/JbwrTblVj85U4LgSyY8nsAHVai22nfOZDcDsiLq5FqjNNpSCqXWfhW5\ndjbfly1IKSJicE0Eyhplihtqfbij0Knw2bDDbPbIsAPbk8Up82UadS/GCJKxnVP2JAlbLJwv0FkN\nuMYzeRopTwd4eMJeJoSgrSamEVJCfG1dZAzedWztlq3d8mZ6y+A9X776hP/4zVcM2wHjhSmcwdyz\n2W2IpwOn84HD4Qm/2bO9/wB385Lz4xsu8YwbI/2mw1C4HB7o+oHtzZ7BWfrgiFLIrjAlSCXgRYMD\ngiq+lpzaYabn6rMxbbWqa1Bx7WOoD5uNWUCZMCcLyKparv7YyhrOgWCqInYtA1pZzHbsNjGshU3y\nPkrj2mZDKXJ1bqyzTXOSoyUdjLJ+Zh9g/r7yh9r6vPKP2rGu9+LsuvZuUaXMVPCYtUXCOsv4vO65\nlVyIVPGnlOe+aAoqF9v/Prpjqfjjyodb4Zd/7vUHBWoqlLGAoEUVsdTD1S4Iu9bKGLsAMsP1gy4q\nWq0w01eff4k4NFlkUzNPgtQIwKpGxizXMbKAJP0P7Qv0VNZFkdvg17c2MECLiMK8MI0oSWaeTLMI\nfyzvW8bEirlamOvF2Chvc30EChbVYdGCyiJoMXSNAfvujv3txwyb20rrTApOWyC7Aqx5E7T7umoi\nXR3vRs2TFYCsf59xUjMEpUVE1o4rNOpjKVkbb6//Vr2fshqXUj2YNp76t1oXVzeYFY+tfffmzFlW\nelCKUdeYqX22xNRalKWZbCvrb4CjwYyWKcp5qXGkGrH1Pbbnf04lWP9bRXTM8jltWc1PqYdgZnXw\ngRqVnOegw/UHUCNEFVCYsuyxGuWX6oymmKFYsk0LUGJ1D2UZo1JpSKoMvvDHrbWUXJtstsNiXaRc\njfT7okzttWS/WlYMFpBWHe+yHrtne7COVQNnbZzXVAaqo/EOpeHqhGrAoo0R18IhrH+ui3sF7uaa\noGf3cLVv62H0z9NYKtVkNvqLXRBRdoHuFzDWs7+9x+YfUtJFezrlQuEtlylo4XOaMAT81JB34Wnq\nMMZTpOMUIn//D7/lp7/4Fa7fsdvfs7+95dVnP+DVj76kf/GSEctlClA0e52fRTaN0b4+fd/Pql+y\nct6uWADVVqsyoplZDa1m66oPzsoWtteVUzJHYeuctEBczagttlzeGfPrA1MDFakK3GijZEPnexBP\nNJRlsQAAIABJREFUzkKOjrTdk7sN6XSq+1Kzib5urIYfWyBvcUSqim+jRKL1tDkVplHVEr1RIGVE\ngV1OKoA0xcDlfOZ4PrO72bMbPNYq2JpyZppirc0tdX4Nhaxj6i3mOBJjs92iYiNBA2utflRQUY8X\nL14wjiOPj4/knNnv95RSeHp64vXr15iu42Wl/pjtBm8dN/s9L+5e8M033/DmzVti1IbSJatUthVL\n55UxMnjHKRa+++4RyQnzyUvs3R5zSZR8pBsSXd9XsZF6djYKq1dVzVrkQ9c7hn7HMOx5ca8tQGKK\njJczT4cz0xQ4nc4cjiesc3S91ufZKjbkvFXw2qjfc3lD3dMWEoFCwZoOnCObQkiRHAtSotIYo5up\n12IKje0Rc6ZgUflBi5VOVR9josQJUxLSD+RiNcArHqNkEVXzdEAHLgh3dsNeHL85HvjqcOazsuEu\n9UiGM5k3/9ev+eSLz9l++gFvf/6a+HBkN7wgvR15+rtfs9/ccPPhK+IfR6b4NeH1BaSjM54uaRB2\nulyIIeC9gmwxUhWvndatNtueMzTa73zG5dmZ/n2vlDPOyrw3NZDYgudCcDukv8MMG+xuh2y2SJWv\nl1hgvCDprQ7Q5aTAb7vB3NyC7yliKTEgwWByolxOxNORdDhSxhFfCtJ3iLEUExHbYbyFLBjxOAK9\n6xg6zyZ4XLflgx99yi+/+Q6HU+EM0Kbwt3dI5xinkcPjI5ube+4+/Jib/R2nux2HxwfOcUSyxdnC\ndHjk+/FXeGfYv3zF3jpOKZPdQO42TFHIqQYsrPoEM1Bo+1oN4WIL33e+rGxlSYlCImt/pUXfoAWx\nTaOgPstOyWJD44rG+JxaSQ2q1ZupQtjVptbzc04cwHyWNUE+VU6up/f8+bm2vqmB7qJCeU292cyA\ns/Lm2nlb3vWP16/Wl+75MzRQllJedHFYrvW+vnOasNF+y602T9+wfPa6r9sVnbLIO/f3n31Gzfva\nQC63SXTzQW1tp+IfMNMUvXczGAO0H9gqm7ZEDPShM3ZOl+rhviDmBeyhB2x1ulQpq6m4VBn8bGdj\nVBClo+TmuGsxeKo0L2bkXScb5oWlTazrxBn18BRkrbq8zwBhiRI/r7d5d+Ggqd/5OVrUX78XCsYk\nChaRHf3mFZvdx1i3Y4yaNTNAzOWqXqnVciyp3yoQIiq13CSPTa3NW2/a2Umhgj5pztes9jH77vMG\nbZt37ZRXJ2f9u0VVUj9jKepUmd8QDK6rBbpFHZpSlHJkJCsNMidSitjsNG0tRmmBqfb0kLY11hmi\nNNM/c2rZNrs6nyr9tYCRFY1uHpZ1tKuQay0iJVOygiC1fzVNngtIVtUps8zDEkFr8LA5+s/WR40i\nqKLikvXRVk+FnCIRizETzaFs66kBhmbgi6nKlyUTy/ozF2d3TcO4OjTq1/sirm2OZ7ZbrZlasiOL\nQtX6/15nR57/vDL6LbJmTA3cvCscsc66r9J9tH149bd2wVr7qb9rGfysY74g3auvtsMxS2ZZKsBo\n9qkFNFJS4R9jHTNtkmqbROtiY9E1YFxPf/OC7fQDzlOiGEd+6pgOj4ynk1K+piOeyOAd3hniCP3g\nOTw88vf/+Gv+77/7BaeQ+NEfvWK3fcXdDz/n/rPP6O5eEI3lMo5MYVLls6u6Nh0gbX7sFzXRZ05D\nO9za2jVGe30JzCBtXVcwR1u5fr3jVNR3SVsrZrHvzHbeXK3V9SvndeBIxz9XiorWtkmlGBnoBZMn\n0tN3jOcHQo6IqHppC5qkunc0tqB2w1hL5/X5nDPz/OakQaNp0sCR9ZptE2PnwFJOmekyMk4Tzjtu\n727YdI4QzhrAyHCJmkePOWo2HHWG+67HOI+zJ87nQEnqdKSYCOPIOF4o+YYWdBAM/cZz9+KeggYL\nYk7c3t3h+16bTX//HWIMH374Ic4ptc8ZS/eBx1vD0PU8PDyoqMB4UTDUee31JoLrHWaz5XQ48v3r\nI944rPHc7pS+n2NCUkK6jmJUVbgB4lgyzhiKM9hiKdkoNS8WrPUMGwV4KSZubkdCCEwhcBlHLtOo\n6nTni65FZ3G904bh0lW6nJYiqEKohb6vKnKpCh8JgiUbp2cLQsxgjNPegU2e31jN2mXB+r5S0SxG\nOiKWnBKhWIrpyd3AFAthSqScGfFEt0G8w3in4NQLthvYdRtyznx9OmJMYNO/4t72bM3A8btHHv/P\n33L3P/6Ezad73v7t99xvHC9lx+Ft4PifvsYPe/ofvCQ+HpieDkgypOwgZMY4qa8DFCPEXFWoncN0\nlaouNWCWs66lOZhdwxDvsalrO9uc/9LsaFG/w4og1tB1W0q3w/geMRZSoEwT+RIol4CMF2R8IB8O\nhKeDUpW3O9yHH2LvXpA3A5KDBjIvE2W8UFLU7L83mE7rfgmFPGZMQsF1KdXXtHTWse17XnBLxvAn\nX/45//DVb/hP3/0DVhwJYSqZbjtwe7vneDgQUiaFCeOg33nMzQ329kOOr79lPD1S4gQh8/D6t+Tx\nwGfTF2xffg5uS/EDSRzgiVNhHCPGVAGX2beZw8ZXTv9y+jOfr1J/BrB5ybhRigYDEovIVl3Hanel\nxdRpmS2tV11do166qei2IJusrHQptc1IPYMT16BoBkpAlVzXUpwWmC65Argy30cMESjzGbG+Xvt5\nCU4v/sj6u/prz8ZvBdSUHt2Coo0Rpmd9OzZacHIN3lpJ02rY63O0AWEupWI1juvzcX293/f6gwK1\n3XavynEpz9G9lkUzRpV8oAG1ujhWTo6dD+UlKtYycqXkWThEHdqWZVskkxsqn7m5RQU0mroclfrY\nFoJ+KkvmoEaNlT+rAz1Lgkptslfq72rkzpjmCNeDuCy9tNQQzjEG2gHanmntNEpLR5tlw5YKzJjX\nRZl9TTGFnA2uv2HYfoT1t8RkSWlCbHU664Yutbar5DxHuRvwbK/mCM9OTnPs5w/PszFu4KzU38+R\nclkZ/xatM8t96MqX1XOX5X1zfUqTd1/qWJqCWl0Smj2rh44tDZzDNE6EMIFA1/UgWsSfYqjNSwES\nFEvOEVLElEjJkZQq1RQUdM4grdQ+YuWqj9r7MmsFVNilibDMBm6p7ypNn39NLVnNkVCzM6u/NXAl\npmAx8zhpvZ5UCW5RpzIlwqRN323dSw3ctf5ghUViN1YH0lTEp07MCqStsmlLpmwBamtjus525aJA\nv2W5W8LqfSBv3gXra9Hw0bJGmkAD9f5t597z2cu1KPNx9ez3Zd7/tD0qjfKon16q3ZhBJm0vLF9F\noy/1kZaNugzRomhaUlQa4CyAUgGAUafGiuCyISbNuOJ7htsPuS0GO+w4v70lbN4Qnx4YHx+Zwhkb\nLlwiHN88UigcL6/56pvv+H9+9mseTiM/+PEXDPcfcvPxZ7z4wZd0d7eMFEKocvAsyqCCtuVoAGwN\ntNp4t4dbj7X3XsFCSiQbtQ3JKpt2vU8WEZbZxq1A2nL9BtAWxgVzjZpczem7NmyhniowKlQZTAVt\nSYU4AIzzdJsb/PaGs/GEGPFV5NMao7025/1fsw2mUg5Xjg25KM0uRqYpME0Bqf3y5ogxtXa3FG2+\nDNy/uGW/3yElESJVfKXBWRW5EmlAU21e57yqbhYFfRRDzoFxDJzPF6YQ2aFBnRgTxRSGzYZ7EY7H\nIyFGrIvs9jt853l4fOTp8QHvHLe3t3jfz2v49vaGvu+52W21duzwSIyBQMZWoaaSDZ23lH7gco68\nfvuk6pkvbri72TB0XpVQQ1Q6HArUUhVHKV7PcCvdDONFHKUIYarZA9SX6AfHZrfjpmTGKTBOI7Gp\nMRu1X957ZQxIAbQ1jus7/f3uFSEl8ngmkYmmw/oB5wb6YYfpPVHy/HmIYGubEJsyxnYY9wEpSV1H\n6gymMJHtCH4iGQgEQpy0R514ijc4MrYESGckCnKz5+7Dl7z8+obHy5F/KheMnBjcltsIL/YfM/38\nkekv37D95I6Hnx4Ij0dIwk3Z8PTLJ46737L7i8+Q+wG/7+hOFheNqiC76tDmxDQqe8I7R8qZ0zji\nhs28zoVarwwYqUJtUB3094M01J1anffV58gJyRnJhXJ8glQovaOcrZ5b40Q6nknHC1xOcHogH44Q\nEs44ymarQkWlUMYNJlxIk/Y6pIDtO+x+QHYbZOjIpqdcMtJFmJQCK9VHa+ylbdeRzJ5jmvh4+yH/\n3X/53/KL//mXhOOEebmbx2C/3bEfBk6XEWsKMVwoJeCHF9qsWyzHXDi//ZYwRiQVnr7/jq8uT3z2\nx5n9J18i21v1OayQO4uJenY1UNtOkVzPNWTJUL3Plq1/1zX3qQUA2zXqWRJjAkm1xspWfxINSIie\nweLdLELWWEc5JXIFSWVucbHM9XNBjefZuOdKiNb0yzOYJciac6EYBdSl+jkUVSbWWGnRzK5ZseFW\nPsbaF8k5vgPSnvsUGtgGRANtYi3FLsrS7zt/1mt9ff6t/aHclFOfzc/8uf8CSIM/OFC7xVqniyCX\nGdCo+2toTaRmQDJPQJoXn0UPZHUjqJmKRM6i/RRKmzyzgJt6eDcncuWuVW9PKj6QKp29VnRrXlWF\nRqJF6qY6bdbU5tgi2kumAiyNijcJ/QqqWsZrLnxcat9m5055i7SYwxyur/2XpAiZUg+oBcYvc68g\nMBfI4hi6W/zmnkjHFCIFTbUvqJ+6sKoTY2UWP2nAbFl0C1DLNWVdfdH57zMtAmbgNk9eRUzNIVGA\nAmuDMnux7T25ihMUVa+b+7blljLPlKJRS+u4dh5FawCMdwqkcmaatP9estoOwdAiq1HHOmdV7sxJ\nD7TaLFwj8Tq2ZtXFc96gre8Oy6OvEKeC+wLFJC1WrzUD1jQjVXtIIbVwW9eJ2k9dPRqMWFLna+pC\nEYMthdKELmq0uNWxtOBHCJkYglKLreCaqmGt32hjKzUb0gx2W6shBMQ+ozyujJFUQNfm8Lmhmg2r\nCK0v2ryKC5ALGvC7Nmaz0axjaaTtq9aCoNGv9GolC1gPsIqAvWsgr+6ujWmLFTQgp6fE6p7W13l+\nzQYx6lzO39cgse77UjP0bZ2bjKSk89gCIXXdGGvpagP7mCLZWLrNnlvX4Td7/P4F3fGJy+GR8ekB\nE9TROb55zf/+t79gfHPm9eMTr5+e+P4Q+egHL/noR59z99GHfPz5Z2zu7ynGkFNAACdCAkKVTq8L\ncRFjetYjxhi1iC0TvD4YVclSD/uSr1XJljHRcZvtUpvvZ4fkTN2bHQBb619a5LayEt5zQM5ZO8MM\n7Nu+NjXQlmq/PwSMLWA80u0otieMJ8QU7c1UAZmUQiqqZJmLih30XQfUGjVriVPUeYyZ6TKRpozD\nKOOiwLrW2BilS/Zdx/7uhqHzhPGCsVapkSkSoxb1G+ewoiCnjY81Sje0on35UkyUqM8apsg0TjW2\nY+a9ba1l2Kji6Ol0YpomALa7HZvNhsvlzDieeXwo7HZ7+l5FN7xzDH3Ppuu4vdlzeNrw9PTANF0Q\ntCWHEWA60TuH322YpgvffP+acTwR0wus073gncN6sMZVOqjBFtFabBS4GSPa3N5ZlTuPkSnEOTuG\ntCyO+hWbzWbZs7PSi0WsQ5zH+B7nO2zXY5wl2o+RHEnjE4aA6zp8P2DtgHFb7L5DXFXSbWe50ZpI\nJwZjPFO6oakblqwMn+wmshtJYSTmE+Aw4hFcDcxpkNHniAuWKcG0P9Ld7vhou+f7ruNncWIKj2xK\nzx+nge72FvP6wPiz79j893/E3Z98RP4Pb7k8Jfrk6MfC6WdfI3vHzas78qtbyi8PDFaIvQWvRi6G\nSAqBruvoO48gTONIqeqh2lPWaqCu7cPqljwHaOvvBW1tQhUPMygTKUet0SQnZPydNrd2QrHatzBf\nRvLpTD6PMAVy7WO46XoVxyJhSoRwgXChnM9I1lZJMgyYTYcMPXSeXFVQjBXEOZIYzXaRNCtoCs4K\nfeeYiiMbCIfAn/3Rv+LLl/+eXz/+HDdusRHyGJCc2Q4buq5jEiFeTpQw4otmG2/v7vEl82a6EMYT\nm+0NYXzi4fu3YH7OJ8Vx1+242XR4Y4muJ3tHiTXQW+1UBu35Ble2dO6l2oJ7tSQjq2JbZak8P3tL\n9ak1tJybeF7I5OofG2uqn2DoKustl0XRcW2DUwzVXV4FZVt2oAWe8/IsaQ4iVzaRqNLmms2j4FLr\nyjT4udRCX8n2U8/MWtP7vuDrLAjyHhD1/ItyrfrYzhMVplKf6jkAfPc8uX4WPdvbPb8frP1nD9Ss\nGWrqtGBMqYNiKmqvD90ATN3YS0Qga0FwWSTUTZtl2iG+OAaNn3s9kdXngpUvJfP3UmokrzqEC0eW\neUEKpkZkroVN5uhwybVHUu29VetDMbN1m/3amd1Vgdyy+Klxxfrn1WS3RZPyEt0XyUhp9W/1XrIg\ntscNN4gb1PinQueV0pFznAFUqcWVetDpxpobE1NWi7UJArBw10ur12vpawVzMwAtzfmvRr7OkRSl\nCs4ZslIL8VfRklKq9WF5nzrjaZXlhCxal+Z7lixsbPNYs2vWkTpPzpmYMqHW34it3PmcwGithwL/\nqFGZHOfPzGI1mNCyT+3wasbzarUX1vtzSfUXrUOrMYJMbQQdgzp6tWZvztAVfZcawCpbW5ZsRItU\nGmMQrEZy0fWTcyKVpEanNNGRCr6iITV5dFp6v+6zXPtI1bWRc9bmtYXqpCxAfL4uy6FyBbafvZZI\n1FKn2fqK5WrsCyu1qWev1o9uPqzq/aqk+koWGNHIrcg7wGDJzsx3tZqneUorNlkaiqqYz0Ip1XX8\nHHCAZmdywzasZE4qmJhXg/69jmFOiWTUeTZuqdsKCWyBmjiqAhxKW7ZmoPM9+90dUxi5XE6MlyMm\nJ/L5xG9/+St+8fC/8s3f/4osmlW1Q8+Ljz7m5cef8PKjj7h9cY+xopQ+KZAjIYyEKVRBpFr7Jfmd\n+rL2TG0Y14fnlZNRSpXLK1dzsLZtzw+1tfTz+jClshhMVWiVllGrQTgp7z+cl1ezV8u1ZwaGZEQS\nYg0Jg4jDb/Z02xuOx7eMU8B0tebD+3lPtRk2KIArJWoTdnRPCShNe4qUor2+vPNaj2wMzljdBwYF\ngMbRD53WN9c6t5SCKvPFRMyQhblGrkn6d75jt93Qe8flPHI4HrE1Ml4KjNPENAX63mNqhrzNV9er\nMzyOI9M0cTqduNnvuLu9Zar/7/HtW7quZ39zwzAMODH4rWE7dNzuN0wf3HE6Hricj8SoDYidRIwX\nxHrOHp4OGjDAQiFz2m0YNh2bYctus6PvB5xYbAGJiUImiWCxM+BKJakwQltzVoF2iFXoyC417C0Y\na4pV+pff4IY9dtiDHwjiSAXO0wbjhDJ0WB/pNh2+78nZMiZT66mhGKntdlp9eFVBLIZLrFk24ymo\nnL+Iq3ZEyGkCEZzxiDhCgcgIRdkPDFqvGDtPzJlNgo+6Db81me9PIz+Pb9h3L9ie3vDKWeKvT/Bm\novvhnuP3D+SQkYvQ9xvc0yPlN2/ZfPKKy6s7vv/V95RY6PsNxntl/ARLOWl/1JijZoOdIYSgoLlK\nyc+BpuaHmWvq4/OX7q6WHS+6MwrEEMgxkAU6ToiIiudUWnAJGZMSJoMVj3MDrjfY3oG3CsQ6oYQL\nZZoIhxOm7/G7e+RmR+k7bYpdDERdX0za0FtyLWcggkTEZJwXBuO5BEfxnsPrIx//8Ev+5l/9G/7d\n336NPQTC2wPT0DNtBjpbg0II6XLRerjugC217cPdHaRP8Z1leviOFCPbjeHp9RMi/4jrevY/FPru\njlPOXMxA8J6SFrEwoYl4rWxWBTvVzM4CdmZt32LS9zW/pNWbWa3N7FAwPDerDkn9kNh8R0Fioxtq\n0MfZpZl1KRDDNFOG52qABsaqnU85XTnZaW3jAdeF2kKrMVL0jGm1pLp3ForgOig9nx1XQ7P4/e3v\nTTl6uffrcyCnRI5LOU37/wtbRGnNz0HV9TXfl7GTGTcw6y/8/3/9QYFaSjXLVDQT5ZxHMIQUgBYV\n1KyFrrM2sPrw2qzXqAFEZuWh1qDXuGuHqA3yOvOwdnBLjcgriq+qN6BOeBN7uCpMb1mVUnsUocCL\nBUA1WVHadVpAb55UIFewJtcOROOAN9jW7r29Sl38Rd/MDAbqul2UeoRSLNb2WL+hiNXIeI24SoGS\nqs8098DK6hCI1AjmNVCEhV6zHlPKwvVvDpDUg1FvRcFJLgnJbSHL/F7NWq3AcV7PESx9za5pj7nR\nK3Mh5kgIgb5SN621xKgc41x0tVBUEVOLQcvcoNx7r3TcUjAzbVNmIJprrVp9UIqk1ZwshrM9w/p1\nNXcrI6y/SGpHa6Yv50ROQqMf1pGqwH4FqEu++v3syLYRbcEDkSV6VrOvDdzmWi+TU5r56wrUZQad\nM1d9DeTq+lt/ZtsDum8WY3Ud1WtvW4CcmQv0lJqZ8/JcsqTL3hnTds1c6aNXDT4Li4EuS4Hv+66x\nzN9iL57f6/X7DEqLbdGeomGbfwaQtnt63+/fOQD0weYsh2vgv6ikT04Zmwvavl4lzjVrDoO1uK5j\nKj3TfkNId+SUIEb87pb7H37Bz//u53S9JVH48OULBWmvPuaTz36Adz0lRQVpJRCnM/FyQWMXvX6J\nQWy6qhtoYO33KVhdHayrsXhfU9XcAj+8e7gCq4CYnbNpTTxEaga3OSjrSOa7exJmeqUsv1NnowG/\nTDGWJBbjLPvbF8gHL5kevmU6H4khELIq4bXG5eqYLsEqdXSauFHQ4EdW6XxvPbvNjqEKHRhrtS41\nV5tWFKw5b8lzE3R1eGoYrLZSKbWf1xKQcE7FPm52e54Oj7x585beCIPo2TqOCsCc2+P74epsbHWH\nXdcxjqMCtstIcZbOezrnmaZAjJHz8UgK2q9v6DqctfSd58XtnvzyA86nAw8PbzkcnhgkkMtEFmG7\n6RErHM8nHk9nxBQu8cJm6tlNgZgyu5jonV7TidbUTDbjWRw4KDhX60UEQqxBrHl/LX5EhQk402m7\nhW5HslvOqWMqHdF4sjiybNhuevrNDnEjbhCcd+RiIQnGFm0yj2gGp4jWbqG2ANE6UGs6pFjitKgm\nYkXl+juHlkXrz33qkZyxOeOcoXQWi7Df3nC2HluEz/yGN1I48sh3BH4e3/LFdOBu+zHlMZG+eiT8\n1Q3pi4HbuME/dJRxwh7OlO9OHL99JL/cMX205+0/veU2gel2DMPAbu+YNiPT8aRtHagMhJApKZGk\nRgOstnoADejkonXMa7t55V9RwCmNt1SqI6g6ZizKqApRf59zzdoXgzPaLsH7Duc2GL8he5hsoHSG\nbtMBiXR40OC+AM5QBkfpLdEUSBmXC5INhUgeR8xlRFKLmheQDLbge0sfO7ZsyTkRp0Q+TvwXf/Vv\n+Oqbv+Prh59y/PYtB2+5223w3lKsENEa/ydjKdnR3xXCdgeuo9vvubGGQ4bz4YzzPfcbyOPI26/+\nAWsim1ef0/cvGcWQrFemQWMTVD/xmeViFjR7z/khItheM6Izy6RSBq3zKqoD5BgYx2aMF98qVVZV\nLPnKvq/riUWEvvM6TjGqj9CyZ80mgwbhr9YCc+2nKi8WrHWYdC2i0nQpNKP2HmEOljOx5Ova83dp\njtdjVEq5AnLeWrKLC2itwSya/bZ5TiQ9z9q177rsV/f17FxTm/p7gsT/wusP3PCamR9snco6l1IP\nKFkfnItAwWwEKrpvB5JtlJd28bawNYQ5A/rSUEyRKle/RAeo76nhTkQ0GporWm5NahuVRvFKnp2C\n5hznlGcqoE7YuwvHzNEQeQY+SgWIejXN6KyybXOkV5YbLmBkicg3h1NVNCvIxdN1N9huS6p1S51B\nZUtTrhk/pae0iL5UIya0TVCj5hLVuWkgojX6rrUeSyZtmcP289XCLNQNVp2lolmiOV0NV1nQGazN\nPy/gqTTgUIrWRYSJJbukG0SjZ5q9StWNMlraMRsOI6o4Wlo7gpT1DSUjJWsT3hjVkar1CbnlSJry\nW72PtZhIc7zb98rwn3nWmapamDMpRXLSFgAVv+talfp9Bkw1g5Rqar/UTCiL2U0NcNXfNEA6V13m\nDBUU5uxIWQFTyQVrF+Oa56hY3VstgwnzZ9ZHmye70Xvfmfe2uSsVhUocbuAOWk0c895ajOBSy9fA\nslQabMppoeCygMAGFuctvrIj1877khl7DtJmAIEuwPnZ14ubqyFibrdR1/I6Wtcij22vN2XLNlX1\nSSs9KM+BAgURps59AnILU9GeUp2ghEF7TDrXEVPGbjbsdnv+8q//mn//P/0vxBjp+54PP/6IH335\nJZ98+gNevPhQ63hyQkomhKDF3KXVknnEaOPtmeLdKCKrrNo8BqwA/MqGP6fJzlnK1ZzoDlmCGnPw\nRiNmK/GQGv21stTBNAeszY00pcpy9VVqgETrNQzOCTGqvW/1YiRT66K0L1u/vcF88DFP3/+OFC4g\nidMUyEazXTElJAWss1ASaRyRTgN/OSZimEixKG0oZ7pOa558N1CM7nHypDU0uRBTwhiLt44pVko2\nClKRSCoqK1/E6l4q2g8zZa1B2Ww6PnixZxoPPB1ORGcxQ0/MhSkkzuczm8EzDG526Lz3c72qEcNu\nu2O/vyFOE5fzifNlpO97drsduVLIx1Hb6oxnQ9939J3DdJ7dbsvt7iX7/ZbD4ZHx6TvGcSSUTOcN\nQ7/Dm8LT0wNPj08UEljtEWcvZ1JK9MYz+I6h6+m813FCs46pOtwWOwd1tGZM+0aamo3IQDGuZi49\nYrYU1xPpOU+WUQz0Hre5Zxi2iNuw3Xm6LeAiuNbOpIqJFFVvVC6y0e+1Z50YC6bDmzuMKJ3N2kgY\ntS+fIeMF+q5nBHKKWsfeeVxM2u/TCMVmvBQ2N7f0H77i4XYPceQziXxjDW9K5rsysi0nurznvmzZ\nvj5jpj37j+/ZB8F967g8TdDD5XLg7Tdvufn4nld/8WNO/JLLt0c4n3Wvdhs643GbHSloRqbThqlA\nAAAgAElEQVTvO8rDSdknMeqYimij+ro7Wy9ISttvLQjCbBdz0vO0JLVRs2+S1G5nVdxHqPWavsP7\nnq7rsX0HxukZ6CCKAWuICLkGC5zt6O9voXOIVVGZUBKStbbcZqty7DFAnDA5LaJuRTOdxhs6YOMM\np/GIEYjnC7s/+oK//MlfE/6P7xgP33F588Dpgx2buw1iOuIUKeMBmUZKCITLiNvvkc2OYj3GWTZ3\nL7icRg5vXvPixR7JZ6bxLW9/9TOIgf5Tw7DtSeJI0inVrp4/6oPpAMs8vmWhnc6mTmZfF3GrIGKq\nvi7EDBK1PKNkDdiLtaugZqnMtoyp7KqYl2Cugja1+V3faQ/C6u/k1hi7mnxrLJ31tCxbu59U11JK\nCVytKxaZz7iUMykHFYwpQe2xyJwNNLV2bA5az6fENSBrP9smElJ978awa2e+jo3HptamQ/2dJk4l\nIoSY5t5p6+vPGKTiEb2l5tfOk0FL1MwYhOuf/7nXHxSoFTJiNLWOKdqEtxQwLVWpWatZRU4qDbI5\nB9a/U5zYDvlc09rX6LUNXC0QzIU890FbvylXp0k58Kx4v/qW69SpWdWl5bqoS25KLs1JRj+HpYHx\njMZNnJ24BsL0T7nWSdRmgPOCWKhurR5ncYdkRv5NjCXnTJIb7PYl9HtiEQyRwYAHLiURWpPiWg/n\nqzxyThP4Hu8NoQw4G2uj64RIUve3Arxc68Xa7LbhbA5rKdeF7o1iuUixUuvcylysLGVVjMoC2qHM\ndWlzFLiOQQNT5KSArOTa9HrSKFRVTMbVGckFkVqHFgOUAcxGMUFW8GSTgrzOCKcwagRRDMZlpFgw\nqdJNTYNg742WNKVMHRc3Uwxjy0LmRAoj5ADRK93SCtagdJ5SjUgFw1JqZC0ta5NStO5CCqmBPVPn\nA621azZT4gWTMll6UvaA18hk1t5bdRUuAY8KzDOFlCO5KDVlgSBCNrrOqYeGXa1ORGrWo2aLjaWI\n0pSkzvcSGVsy3VncgjeJc+0gOSElaea6jvmc3ysaXJgVYc2yH/RWVjS81Zp9n6Ff/p5Xxrcdnst7\n8mrOl4CKLOA2ZdV9WElZt3oaXeOCzMBb1apKTKQpYKWNW2ZuIkprPaJ2q5RCmANL1WY4rzUz4sHB\nj//0z+k6y/mS+PjzV/zoi8/5/Msvuf/wAxJaq0CGOCXGsRCiVSfGqFS3tQpIZAXU3h1LtF/Ss98t\ntNRKkX0WHW3fZ/oMGm1vEV7E1ObEDqzFOKn1Dg1YwRUNWVCba4QcJ4xUGnGI1cmMpAhTSAzDQN8N\nXMaREOJMwxepfd6cIyQIeGRzT7e/pz9+j8QzT1PidD6x3WyQpGIwWwZIiZAPpB6S96RUyCHovKaE\nMdqrTego5obUFUKeSCbNtinGAM7gxJJw9E4oTojZksvIJVxIEiCrsIORRDaZbBKpTGw7x4vbjuNx\n4PR2YswZFxOHKbLbbJlCYrqcyb0hFVtpfEIKaZlfDN56hpuBYbvlcjkTponLNGIFus7g/RYjwul4\nIk4XpmNgNALhlt1+g3eG+/sb8u1GlSyPJ6bLhRRHem/Z3ew5TRfCGHg6nLUPWpcY40RiIuWJXAIh\nW4Q9IsqAaEdsClFrWjVlRbGGZMBisNkwlQKux3UbRDYc7B2pCJdQuGTBDht2mzu2tx8wDBvyoBTa\n4nv8dodxRinxJVIs6kh3SzBmDiTMY2bJuTbTLuA3CY5n8vGA5Ixng2cimkzshJgSOVvEGYo3hM7S\ndyAxElyHfPIJp1e3pOO3fGCEH216TseRLJ6vjK6FY56Yvhb+4ttP2H92y6/LL7DBcdPd4fwt3ckS\nThnz9ZHbL18x/Fc/5vCP3+D+KTIdT4SHMzs/MPhOmRdOkN7X55EasKtqjUZqUKwJ39QgYfV8C4uv\nlCjEwBy8tEWBreSC1XJcutKp+rIRcBbTeaTz5M7qIWIjWD3LN+I1C/d0IXcd3f4Gt91Suk79gClj\nwsimKfISNCgYVaSpSCKSlEKeDDYrMJKiTrF4Q0/AxKDPlYWf/MW/JX9z5jff/2+M0wPj4YFpumXf\n78F4wvkRKU9kE7jEDKee0vd0t/d02zukH7j59AtSf8d3p1/y8Ys9+6FwePMtD7/9J+6dZ3hV6Lpb\njvIpF3r1C+b1VKAkbFXG1kb2Mh82tp5v7ZyL1VcSqBRCmf2Py+UMspQNFaPyRS0gKiJ4I2zpiDFe\n0Q5TAzMExqTjaoyCKK0bXE5Lrc80mvGviuGzqmpV4TZdLXuwLdCidN8Ua81dnKD6PJTWA1Gu/EJX\nz5kGxHLWIGO77zz3bF4nSxbckIzS18V6jPMzW6idT1LAovgk1/ZEM4urvrUpHq+vf+0LAKTZf1iD\nuH/p9YetUXsGOPS+9QFMLV5V4NHoSusI6TLI+t+uwVOrUVka/a2ybWXtCL6bMl2/muJNu+b6vfV2\n50Wx/G5xOBBZ9RV61wEsZVVftnbs6i+av/FcwvN9yj/101fFjst9WN9oCnkVe1jGTaQ6X+2hWp8f\nsUu9mmjz1VwpZpKzFsiUNm9l/txlLqDU9PlVzqEuUp2F6rw1rnO5vr91T4r1Z+g4iDbAXI1F5zQL\nGqaJru/n7IwG/SotZR7f61R6ExIRImSt3StZFmcYELFqOASNotqMKENybi/Albmqk0tZgVMwpj6H\nlPkd+tLsYMqh0iEFkwRT9XWu5i6nGaRKu59SiCVW0FApC1fru1Rai2bv9GerzRtNZIG8rKMb879L\njbrnCjyagwJLFmKhCCvgmHuYzeNdaWp1va97hb0X4Mao2axStLC61gnSahRh/qJes4HB9sVqDJ7v\n+bYHnu/RNY2nBXmuQ2DX9kLk/YXG62vyDLzAylzL+r063jlHnacYatZK9+eyqJfaPO0nWGqtTI0Y\nBv1/ziWMtdze7Hn10Yd8//qBjz/9hJ/86U/47NNP6byfD6A4jsRpmmuWrvn6iyLZe5+Paxv4nPL4\n/5X6sWTn69oxVXDG2SUY1QCuadRZs4xhcxjbPUhlO1RpQO2XaJmmM9vdRlUMncefHZfLODc0NWaW\ngNWAXI6EOGl7D2sxaDT6fLlQUmY3DHjvCTFwCRE2AykGnA8ItvY006iw0vUM1iRcuWhz5zDiUsCL\nAi0Tz7hqP6wxFFmiuilnQsxKIctBHd1KtXSutrSpSsreW3bbnuk0Mk2x1hwmUtIGu2OIUPsChUpj\nXAdAU9KAiHOGu9tbjAgxBC7nEykqZd15z/2Le/IUuJxOxMuZx8dHpnBRBT5vtD6m83TmhuA7zucz\n4zQy2IFhv+U0XjhdLlwORzrAbLe4zlMExhgIaWJbnNrSlFdMBqPCOqXQ9RvEdSQKQQzS94jtSMZz\nKZ5xLHwfDvTbHX7YsukGTL/B72/w2y122LK56ZfAS9GASS6ZqvdR11pjmbTYwGwJaTZIg2e6Hn3X\nQd5BgalcVDjCWKWhlUIxBus8thhMJa24fsBuE2V/w3Z3w+R7KIUPhi2fJMu35xO74QbrLOPxwm++\n+hWbn+74yd2fsdveEMqB8vTAJntuzoUpJSbecEgFc9uz297iPgL71mMuARdgOo3EMeGdY7pE7Tdm\nRGPYWXtwBuJyUghoe5K655pbUBGbKepM5yogElIF1azUt3OpWWmnLR262qLAarYeC1mKCp7EqFRL\nr6In3ntduxW8tB6EBTPTiUXKHFBvWVj9PVqPnvQZik0Yk/HGIClzeTriTyPuxSu+/Nd/g/vliW/f\n/JR4eKC8fsD6HcU4gimI7djubuhu94zG8ZSE8ZTpSGwGYRgGXr00PMmJEBIldQy7lxRTePv99/RJ\nuPnoMzb7W4wrTFGYspBKFcAqQFFg1K1UjN9nZ8vaDqL+WxGp4mRmFVRntodXrDUx+JrtUp9c7UAr\ngwA4nC7Vx7UqpGOWXmegaosprqiRpSzJhua/F1PVQzVwK8ZUNok+i3NqY+cm1fVrfTY1jLA+25vA\n1ax7sfLl12wrEYM4V4Hi0s5FhLm8pFBUWKX6II1uOSeSKotnPX7t/q7OO/Isjrjus/Yvvf7A1EeN\n3BYWdbBm8NDuFyvHa7UIq+3MVfnpfS+RWrM2yx2vqE/zz2vhg4VSeO1ovxspfudzCnNWa+7hQ9s8\n9TMbMJF1PYe+73KeagS55h5kicxrhmaJ4jfeeHvpfS3j03637nkmIlfNZHPtm6ZjuKjotBK6XDI5\niUoWl0QMNVJtfXV8alam5KrcU5bFX9I8X42amIoeokZEI2o5zRmUORqXo1KGWg6/MG+KRvfTcW0g\nstEj633P/S8gJ2EKkWm80PXanDVOiSyGJs5BjdiX1caWNnYpImUEMjkasoVCmjeoGIFYaZpNenre\n1C2qqpH9Nv+zA5tzBRiC4Bbwp39US5yVklWSgsqSDTlpn1c1bsyF27kk5Z7DXG+oQYpITraCoUxJ\nDvTYIpZCSkFrDsJETBnBYipQQ6oCXYM+edk5pWi/n5ziIuZDYWkfULNY0qhZbe+0tV/vqYK00oDa\nagWX601Tx61RNqnGsQq6pDQ73lSHXVoz+RbsqU78c6O5nheWWfi9AZUWNFn/7V3w8fx6Cz9ewYah\nEfjmYEaNzZR2TcMKCGVSjphpIkjBZddwaM3A5nlNzTTgUuZ9rzU8lc7rE847Xr6457/5t3/DV199\nxZ/+5Z/x5Y+/4O7+lilFphgYx7EqsS21Sq13zrJXZGVxeO/YrudyHUR7Pv6/F5zXrLkGTxZVRxVn\n0DldHIPfJxKzDty1Wo20BDZKIUrkwxc7Xr16ibWO8/nC6XjmeDpzOZ8pyWgdsantLZJGovu+xw4b\nyiWx3WpfuJgSl2mkOI8FihEq76BS4Jf2MTHm2uIAvBM6ByknSooQY6VQnRhPTzBUGfXaf7IFJWJK\nTCGQ0P5oSJwj6N4rIFLdn4x3lpvdnrdjJE8qWX+ZAtvecp4C8nBgf2vfqTdcz60Rrd1zztE5D11H\n5yzjOJKqQujQ9yRjtYrTGkpJdFUx0TghxoAYg+86bJt/wJIxnafzHYNxpBgZn4463vvN4oiZgi8n\njGgDZTP3Uinz2T6FoMDeWrw1mGQ5JeEklpgsMRniMLC9uWNz9wI/7JBuwG92DDe3uM0OsagIT2UO\ngKp4Li177CoQ1ABKm5kalCq2Nh7WGhf6Dl9pZSElcjjPtYTJGIiZ7Go2tShdSjoweYPs9gy7W4rv\nsSHxgRfGbcfjOHEZz5yTsEH7gf7ul79l82LPj37yI8pLYRyfOJ8LW3E40xGOhfDVI64TbDbk4PAx\n44zDdoaMwfRao3SJkaEdTTFSciYUKKnahbk9UnXOy3IWplUJSCkV4BZlgKw8LLUznde+kU5rQU0D\naEZZITFExnSpQhsW1/d4Z3FGIAbiMRGK9tTLUktrjMf3w6L6V1tazDbLGopo1gqBYgrZFiywcw7j\nOnJOhMtE98krdn/y53y2O9P9cuDxu/+IeX2CzQPdi1uiEwxO67O2hu3mDpGdNvJ2m1n9qfcbXPmM\np4fvOKfEbrPD2cTxfCS9+Z7BCZ0dMMM9zg6IdIy5q2DNkmotTDGLbV3b4Palx7Zcn0jtzK17bgnU\nX9vuxsyJscyIL+eqhBsbk8xogKOt5ykQqmpsawaNaPa/UdWbKF2qpSoayHUkScQkWOMoDejNZy9z\nVrHdW6sje37OtL3Ugkzt53UCR+vPljGArC0dSpivoet65ctT5t6CrY8p1tTylKJrqKq6z+fZ6kyb\ncUVRW6WhieX6vHv8Xb3+oECtGbkmy71eK/pQzyPXCygppaZ+Z1S8zpI04JdYioifOwpKz3rfYdQO\nd3UumwS0qRmQ58+wyJY3p6YheV1MuSpHtmdodCy3TFKLvkmLRKwMW+3Rta7PL0XmmrXrZrjLGDQA\n157L1n5MuW5wjXytFm6svUiMQMn1wEvkmKsjLvitR1gWoX5Gi+zXDKZ++rzuNDJSRSva2GalSNoW\ntZizSpW/3p6jLNS31j/P1FoejWKkOVLZeMeUQgoj0zipsMIwMGwHFcmohytU6l/bhFnnbKZhpljB\nTyFHB52tAHbpkSS50u2qpPYsJlM3f0bmmjlm8L8GxlQFyawO8Tyui9S9Ot0K1FWGXzCizblNCyAg\nVbBGC7EbGCcXxIDNiZIgS6r1h7VnTVV7ykEzaoLyxSXFuQZDyz0yOavAR1PZzCnU6Fisa6wBoQrE\nNES52q2rCPM6k6Yhvnl3iy7o2ditG2ebeUxa+400t5FobTyWPa1A0Bg7q/8p3/U9YGAVhWv7Zdnb\n78uo1c+ReWqv3k91i69/t/zcZJd1C62DLsveNaYGrOq2KDmRGBESxvtZ6W7uv9cCF6mpsgKSZgcn\nR6XilRTJwXK7G/jrf/1f88MvPudHX3zOiw8+oEVKc0wqx17K0v9rbR/nr3cdg3fH612Q9twpeJ49\nf/5/Us2Wtv2qyo4VfK8CY8s91Gut1h60li41w1//Fmuk128829sd/W4AEXado9v2dKeBy2VDOAem\nMTKlRIiBHM7kNOGsQazjEgud69htt8QpEsLEKZzZ9ANd57jEgDVSi+YFcb4KT0ykkivd1JDEEQXE\nW1IcGcPEMRTGDA4hxFGVDlFqbEEFDKaUScag4Rbd90aUrumtxVR7a0QFTUyBYiDEwOPhwG5w9F3P\n4XTBOM1O9JWJsI5cw9JaYbpkcGl+r7WWabxo8KeBYal9yoxnv9/SbTc1mp9UyAkoMdN3PZtp5BIm\nppTwxrExjpCCKiVTuJzPhBjZ7rdsNkPtPWfJcUSyUMTiur72RfMYHE46ZMqUx0e++/Y3fB0t5kdf\n8uLHf8btzT2TSexv77m5v8f3O4q1iOsxfQ/OVYBVAZcApjEFjAaZi6U1gKiJo9koiKwCGSI64G1x\neocberqSseECpLmPVekSU0yQIy2oK0mvb4cN/f6G2PX0Y+DOGULJvNrd8NXhNecwgd3xwn1AOCd+\n+dN/4uWHH3Lz8oZRIL6JpLOnp2fjHcZkwvnA+XhksAN910NSANkNHYPrGEPAxQCnaVZqLqU2Qk4Z\nazPFZlKQSuZoFPRmw/Nszz1Lc+QyB/QEV0tY/GaYgzDiDDi136meVbGk2pfQq8BIP4D3uptTQiqt\nxTjw1inYdB7pB8R7jZQUPfvm3k1o4LgUrb0TK4gTOCdcEYZuIPteywGSJWw3DD/8Uz4bOm47x5tv\n/wPx8ch217NzHWGE48OJfHPk9uYVt3cvif6OhK8KiRPGGSRmfLojWUfyBtcJW7clTmfOT2fE/g6/\nv9D19xR/SzGGCaMtUqLW9dmZObWsu2t7WM+iZ8fePANi5r5lzxUVpR5wIkvmrbFxqMwrMZbbYaN7\nf5o4HA6152bCmBrENQVroescxnQAM8hKc8lEA0M14VFEU7CrbHUDXTMoDIEQwhXbrZ0ZIYTKhDDz\nd1//r61fLbHQMm1SCiQ9b2JR/zjZRfsCVKSuBbFanZ7iFwWia++3zMoF7XCrAYmVIIkgs0r0P8cs\ngT8wUHO2V+fTLIWE674HrY7jXToNS7Zl9bv2avbQmColCnMaFWmpTYN2BmoLtCGh6yhFW8DGvA/w\nXTtkDdTNaViulfja9ZrazeywNFEFqbIARfviqMOuDnpbXO97vetktvu9BqLtuRqlqD1vrkIMACYL\n0qQdKpUqBaGQsV0HJWmXO4Ny2PNqq9XF30B36/Kec3OUFuEHqCBnludX1z4V5fA2J2uOhFcBlKbq\nZmuNWA3RqZR5yUqrOJ9IIRNz5rLb0vWubhtDzqkmWBZns22+Yi0x6zVKmkhSSNGSk9ZBFKk1gy2r\nlyKLxoa6f6UawJaNahng2cg1MJapWSGV+298Z6UThiomkilYjf7EQmoRHqPCIa3XkuIprbcU2se0\niE6jKkJtEkehZaMCMWpGzRo/g23IMy2zZQ1bVjPHlkmLNSK2ZG8aPayW72sWYuVAz5m0GjErSGUS\nvnuYzI56y9rloIAla6PO1sB7nkOxWONoPZNMlTSfwcXMV1qu3/bOGjw8//n5+5uYT8uwvbsP8zv/\ndx0EEnTzSF4UKNuBJe1+5hVVbUzRmgBplFzTQG9ZuPSlIOiBkyrIN8bqoZGL2pMcScnQdz23L++4\ne3nPJ59+ihFhnEam6UIuRZ15cVjrKi3PLs+ypra8p0fa1XjVeX0eJPt9Y9z+fdUwtY26MZrNsO1z\nWz2GnTOmDeTP66ft06JMhMZSaPWx0zSRcuKDly/ZbLfEnAghqtpY33Pb9ezTDTnAOAZO45nT6cB0\niIxnQ7YG1/Uk5zmOIyVRFeo85/NJ6zeSqU6tKqL1/cB2u2UYBp2fOj7nkJnEkLs9/c2O2I+cRwND\nxgm42z15GmtLkCUbnYoGhVIFPiud3+pgVWXcFCk5EqM6I9u+x4rh8fHApvP0Q8fQdZxOpxl4tUBi\nc5Sdc+SUcNZoI9g6x84ZLNA5NzfCNU6FT7QHm7bzEGdV4t51kLVHoLEGv90ybDdsYuA8TYTLCFOk\no9afGa2TNc7Su47ed5RhAGMIGpXAmRb8VJBmkvD03fe8/cWvyb97JAfP9vM/5v7FD+g//pzU92wl\nMOy01YLfbiliSFkIOSFhorNdDVBFdbxqUDGXQk6NHXAN0lrWX41yDRw11dq6qxGwnaM3G3Zpx3ka\n1R8w4Pq+0slBBW0sdmO1NcR2S3//gnxzRx8zhQsTkU/ubjlPZ0oUzmnizvb0eMZD4lc/+zU//Ksv\n6T+9A3Nk/N2J6TRi+z3+1T19d085jNhTpLOe8+HA0/eP+POZm27HIBaTLaPrZwCeJVf10ersxpb5\nrvu77sXW+9bUoJzNS0YktyC48/h+Q9f1FKf7u7XYyGjwKMSo5SFG6HyPdx5XlRHLOGrtad9hfc/G\naMNxnKuiSgVKpET1Z4hp3gtChgw5BmJRvwCLBkcnDZJijQKrSVsrRTPg7j6l73p6a0Air59+Sjhc\nGG468pgZw4F+0yGbE/0w4dKFU5qIk9ZaiXc8HB/p+55u2OjS8I6NAUkjpAjjkZwfka3BbFTkKDvd\n88Vq4NGWa0py6wXZXs77959BzWZX/+y5Xb7KoLMkBeqV9AyHWo+m9+J9z2ZTMMbNdjvGSC4Ba8vc\na7PVi1tLFd+AMic7NANbbwatxV4y1s/1GRaW1XKON9967b+3Mqimfm2qcIqeZTrf4oTiF1vX2k+p\nAE5lmUkhZyHGRbp/DYxrSuP6LKxYRcdWlVJnBtBqbv6l1x9Wnh9mgCIiqGKCOqzGuIrmVz5cA2DN\n582LPPS1I6AgQQUaWvyg1CiO8mCNddp7IsXZf24fov5tbW5HZilS1/flvDgeQjOq+vdY0gwKU0qq\nFJMbL1fBky78BehJFUooM7puQirM/76mZj6P2Ou1lo1o5mdpAK5RomgfPacwapYtt4Ws/9+KaLSl\n9QgrME2Tyho7R46OmPWAsatAe+uztTYK8ytncgrL/V41ANeDyqRnjl2751pUm5PMURG1rErDm0Ig\njhM5RlzJOAchZ+I0avTJWkrn1QDXnnGzW9eMQMuqmVANulGFthRwbuWsimDl/2XuTXYty7I1rW/M\nYq219z6Vmbmbu0eER0RG3EiIqysQNOjSp5H08gF4gZSQEJkPQIdOPgM9eAWUDXqITEACJFK6V5nc\niOul1eecXay1ZkVjzLn22sfMg4uEFGzXcbOzbRermMUY//jH/2u/XilKlWz1o0zlRNeMaZ0QtGut\nP5Ax+KokpK9TNKotFiqwohtGKgUJ1U7BNMPmakxRam9STXApq4ppSlqWLyruAIWSdMNNMRFDIOaC\nuKaI15JmQaqiZGrae1m9bVKOi8rU5XjTeUMpmqy1W2/kLB4iDXWS1d+1V279OEvk6vUycSKnqMIS\nOS89WNa66u/jzmisKBKrAJCtQ/68kHyKfreeGJ+qCi3/vP6zvR9hqej9xKK7npslnxNUVd1iSTJy\nnRWLQWY1Wy8lqgBpdhTjlqRYi2/nVU7vn3oESQ0KvbG1Elw0wRbH9uqqgg9wmqelmlZKobP6+VIr\nCFxUrC6Bn09V086b5MXCevF4mritn1sna21fMM2rrX33Egw+qfbpB13cs4bsN+TUGKM+hTmz2Wx4\n9vkX+GEgpkQoogq4TZwHoetVon3IO27jFXnc8cHMvLt/hQkbuptnxHfv2Y8TKSWur68wRrjfP0JU\n8+A0whwnYjqRcqnUP6/y7CkxxhnvYRh2XD9/yXwYOT6OdCnS20S/u6KUmRgj1vaqi5CULl6o1TTR\nPlZMA0p0rpeoPT3kltir+bMzlg+HI6/fvsN54fPPXmBTwBiz9KgBy/1OKdUNUDRZVCQNcvWqrIJb\n1lr6YUPvHPsUmeeR02lUgQhvqmiT2kVIblQjTWi6vsNbS/Gx9ps1lTlZRAgkZsx2q8EiFk9HZwdc\nsUz3M4f9IyVkTh/uefz2Df1j5PmzL3nx86+5+eWvuL+64SEl7rYD1leJ/1Q9QYuoCE5LwHIkMwNz\nTfwNIp2qRspqLVmN54/n/pn1UtqGVwPXG7mD/QPH45GMwbkOGSAWyHMgF3DGkI3F9AP+5oZ5d4U7\nHehyoIuJL7or9p8F/vDDKw7Afh7Z5o6r3S37V4/8+O1rbr+8xfUZbjPZBbrBc2sCwylTHidSLEST\nsWLxfcc47WE8klwHKdP5rio96j3IUsVA2jQT+1FPFLatIfX3kBQ8twZvDMY4rHe4rsP4jmyKsgBE\niDky1R5ZY9TwXZytFkx1j0mJECPZgC0FVzLidioUlBqoKpiUMS5qApkypKS9jVL5nBXQoLJ28pyx\nyanSZN+TTUHmCY4Tqc/4zRVlsMgXhmsix7+dmMfv6LuoapWnQPrmLaeTJb09MvotBzqS3yDDjri9\nIvUbZHeNsV5746wjWwcpkmPAnF5BDsgcgQPWF1yXKW5LsZ32MmZ7sVe1JK09F0O4WJ8v2GNorNbu\n2VOgsn3GXJOW9pp14aHESIwJa3WtyEZwQw805pZQYgESMWZinJfPacwzBVeaR1rBZHrOkGUAACAA\nSURBVFN70SvOl7PmBVzGBAuAuzqv9vs5nlrtKTGRiMTSwPkKgizeiqb2QAtd1ZRo56rrXkZKWopJ\nIUbmUi6uqXV+YRSt+/SWOZLTorp9vtbrV/z048/bo7ZK1ZeTXShkihrDGv2Gc4bx6UVRX6c3L6TV\nAMvtvSwo5oKArYKrp0nQ2bvtY7RXn8vnz+OckS83uqgqpPdKKVkP9svzurwey3GvBsxT5Ppc6YNz\nUnBZWdPEUpEkikot5+U8zxSN1lzZEuDcLhQZEQdSCHNQZMQYirXkKDS/LYPKV+c6mNfIgqnHUern\n1SNDe92W26IFH1pJen19zlTOHMuCqhtjarUoVVlkXXi9EbzvOM5Z5aSnqV57NahOSaXHdbGqCnQi\nS4VKEWNhzoEYIMwdIoNeZUGVQJ1BguiiX9JZcKSda5NifXIO58lfENJSndLxmCmSSCkoYqlQRgUs\nLMRSG14rFVfOvXptYGsVtizXsyy0JSGLolTN92QOsxqOZnBdxJSGCTVxCk08syitLtd+DZq/zgUi\n15DlvAAPtEVUmr9RrbA9XZgKZ1GS1dxYL8wmTtCqaNRF1juc77T53vraq3Lue7tAIxAqNHT+2idz\n/+/1KC3oWr9v/XdbE6K8el2j5Gmy1ObssuGtEpRStHc3tl6lkiDXCisF0kzx1ceMVrGkVtPqytju\nYylKJbath9YsoMz17RX7/Z7TdCTHVIVCdL1zzlSp909RCz/++eRlqknocoWevG69hn58DVaUV+/q\nsblzsm9WyrZmlaC1PK3+KHW2rg+lBiY51cq6eix+9vnnDJsdVNGBrveUonM5RQU/Up7o+g7jlHbl\n/I54teF9Bab6ruPZ3R0hBt69e0MumWE7aPBSEbxhu6PrBmKcmeeZh4dHdldboO4Z88gwzPS20Ina\naNg4Y9KE5IlOBpyzTNMRpdtb5hDUD7PSHlV1t2BM66esSr7p3MsZg1YRrHXsNjvybWCeDrx++46Y\nE883lhjD0vy/2Wzo+365T6pqXEgxMovSP/vO452DkokpMsaZ7vYO51ytzgkxzczTxDx3bDdDbQ8Q\n0qwUpjwXxXhqYO86Ty/Vo2meCPNMFoP1HaZYxvsjnevpjcGVTJlPnB4n9u8f2X/YY53js5fP+dnv\n/xIbEqfiOG4FZyK76x27boPEg+5GMRGLVpPFOrph0KrMNJHTicKIcbHO69ob6bwG+W1NqfO74UFK\n9V4BWMuL1mtHYeiHWgGHaVYwSpxBvNd5EGpd3VrMMNDf3jJe75BDj42BLiV2WXj5/AXfPzwy7yOh\naIC9mxKD7zGvjmSx2JfX9L99gfEGxDHdZx7/5jXy7SOf7z4jlIzZ9Dx79oxpu2U8jIxBKYImqQgI\nUFsMKmBa47UUtMVjmc+gjIr6i4hgfIfzHu97TE26MArEJDFYp2yCUCuxjbbmnMN5j1g1Iq/eDAiC\n90770XImTjMSHS5lcL6ep2iQLQXxlWGVajWtxjxiwHqPlEwKERMs3ngYBtj14JTRwRgxpxmz6cFd\nUbYd3S+Eu/zI/TczOZ3ob7eYznP68MAYvsOd7onbHfn2M4bbf4B79hy7e87ttgfJpFkToWgccyrM\nqZCKcLP9jI4JKQlbCl2aMLMgsSCuEI3X3tdVfNHuxXldLR/9vVVBRWRpB1mv4xfrcgEwH8Xm6xg4\nCQTyEmsv4kPGYKqNi6ziYQVMte8+RaBkksSaPGpvvKn+ejlp20aRTP4EEPh0X2rPLSyVGkvEGFW5\nmnKRxF2AjtYhzl9UygQBq8rvFouESsPVoFrjk5yXqMJ2iebp2X7Wfd0KF6elwqYgf6tE/3Q+A3/m\nRM2Ifn3O5+xS4zu5SIDWF3Z90nwieQEWdbIwh9VAbYHy+XNNpQp9XKH6+M9PHr+p1bEnAeb6s5zz\nDNvtkqiVohzaeZ7P6IRYDSwaQiXnbLxQOdWkpSnyYzQbSvnpgCmlBEbpVcteUUrdTFoCWrSRtpSV\nkmBTwtP3xBgWlbJcm3KXhM9IFZnLSz+IBumm3tSC+tAtR6bfq3+tlJ2PA9f1tWxS9ppImJrkqJCC\nXuvqnzIecaUjxZnpUMB5hmHACpymEU+qUjU1UWuCJktiIVXisnp9xEj2NWmqSIk1hmggmaLINc0g\nsY4He7moCKtErVIfaaIY7VzbQlapoqDeTos3mDW4lM/o70phcHVbzwkAIE0ZqQjZap9l6zVL9dxS\ngS6vVVf1NanROo2tyaW+T0qjtbYYuSHFy6Bb5vE60GdJoNofcg6oV8nZWtVpuTZ1c20cb+NqT0rX\n6yZek/BSq5rQmqnrNSnlImx6ihyuH5+i5S3J6HI3n7yH8/U4f/bH68fTuds2lrVS67pvVNVHlaZa\nSq60PzVfbsioCGprQBtzqQIhSj8x1hFCVP/AVMeLN8Sc6epa6axdzGad0/6OUi43w3Yd2vk5537y\nWj1dt9fX++mG+6kkrRTNOq11tSHcLeOnSKWD26eCU8sRoGuJClmclW7PY7sUlXZ/9uwZCafiE6jv\nT1MJs53HWkeJuQaEWh0qKSACxuoYEwzee7bDhm9PE/vTkZf2JdY7xnFkfHzks6vn7HY7Stlwf3+v\nlK4QMUbUN3E+IvMepi3z3jM+7ImnRxgPmHSgNxus3Z7nZlY591Ty2Q80l3PVbLkdtTJbMiHMHA6B\ncdI9yN14Xrz8nPGw4d3bV7x58w5z01VVRjW5vru7W+5/qQGK1L2aUghADDND1+O9JaXE4+MjXpQa\nGU7H5fl5jtijVSYM2iu3GByje1hB1fqyKXhjK+CgGJyhgCh4Y4ujB7oixP3I9O7A9OFEPEy4KYGb\nKbsrRieUQbDPbrj67ZdsPr9lSoG0z/S+qUJnchV2yZPS03oKEkVpaK76bYlSv0mGQlCa3AVoAYXz\nmFZhrO48zi/WikKu8U7f9zQc+XhMxBr0OuexFFzRCmxvHHJzw3i1w28HyIFeMuOrma++/pofw8wP\n/+bvSEGwOE4PJ3bbK4Z3AQ6vmQ4PmF/csP315+x+/SXbz76inwb4vx7I//KP3L9/zxwj26HnenfF\nId0znR7Ymp4ZYaYpyupeldu6UMebM2aZiyKiVOVGlbbN2sOrgEfrNTeCsQ5jHUiuAGKgAH1VTxUR\nVXlMBbGeMYyUGDECvvPgjXqmpQgkfD/QbbcY24FVgZ4UAlKKWpw4hym1Okw9Nhw56hrrigeUjZGA\nJJlODGIcW+lgBoYtk3S4/iXXX/2W8PgHTqdv6W933H5xzenDA8nObF5sMc9uSc+/wHz+K47dFxzz\nhrifSWkmBqWaF2cpxoDv6FyPMFLCHpmPuDxjKdg0q7hZNCQH2V2G7+t1VsfPZWXooyKD1HNf0ZyB\nizjW1F1z3SPW/M9KKRjvdd486XHLJRFTIYWIhLis4WvqYkqJEBIpj4tHp3EOwWBKrp01idPpLPKx\n7pl+eu5rAaT198QYoe6fLYZucUaMyuTJSVtyngKT7bOcMWw2m6UQ03rk1tc1hLBoGKxVkheKpK2M\nhwrmn5W3w0f+bE8ff94etdboJGnJqHX1q8hvC7nkjEi3BkBKwZpKr6HKv1c+ljaJF1Koi2LlSlu5\nDDrapv+pxED/VTBGKynnwdtoZ/oKTEasqJSrNFUqSElRIW0g15uVUqrqWGfZzpwzUg0B14HPOahQ\nzK4U9f2QrAIprbSaKVXPQ/nyufZiWK+TNJuC6zp88tigPVFJCplEwFGSNqSrbG6m6xwZS84Raw2p\nJKYQtIF7/4rePUPsDX13A6lnH98zzUfoI4aILYmUqgmoiLJkcqOJFpr8fvNLWyY3RZuRUzWuzmdE\nXozyxJ3zUGZiPBFmHdhNglq80fJ6SJS+I0rCeiHOJ8Ih0ZUd1nt8yZDVSNY2484adKg4SaKIIUuH\nmIAJkTydMK72sSXlTZdug8HCODKHuVauNICJJeFy7SFaGIW1iT8XqB5KuUzEKZMGt6hRjccT3naE\neKSIJWY1u6UU5vEAIdHfVOnZikYascxhJsyj9iZZA0m51EUs3ltlKNWFgZJqBSZxGAvDcEXf36hQ\niRGsNyTR5lkrgk+FEoJulkUlwts4zbmQavFbatBsSsHW4ML47gy81J7HFlQvVZeccDkQUiQGDWBj\nikrHqcnLsLvBeb9w3ZsSoYj26RTONMcG5Ehu91Qpome9r/P8FmSR4120PcqSRy4IeZ2R1Xdx9agJ\nRXtNKlqR0bxb6hhvHPvaf1Y0ndSG60pZNUl9/mLAxZEyT5wOB477R5wxbIceZwwhBkKp6oe+q/LV\nOn60wqhiMzlOxJCY5pnH/XsOjyes63h295zt9orDeGQz3OJ9VxnEGdsbTFUQNa0XrJzBs1Y0OK/J\nnxYMWa5v7aX81GMdUCzo7Kp3V0UhrDLjV4qiSWAtvqT7BfWaloZU6H1PCYkRiZEcAsYaivecpgnx\njhdfvsReXTOOh+UcSZo0mKbOK6qgmOaJSAE/EPuetHsk05PejTx3jsP+kTgGrrLlQ868ud+zvb5i\nioZ5mnD2SLKZ692W3c3A4+M9Uxjp+g1JHO+Pe63gS+C0f8fpcOI4PxDLiRc3N7xw1+Rskf6KEcN+\nnjjGGdM7zAF6DMVYEoKkwtZ5fMrM+z1CwpoqCy0DMR+4P048f5Exktn0hd//9ise37/h7eiJU8aP\nE4coTLEwzjM3Vzt2mw3eqZhNLglVwk3kUEj5iEs6lyzw/u2bKqudORyCrrkpc/rwwLObW6WxG3B9\nh+873b9TQVIBmylOyKYQUlTQq4ATS4wFh6F/EwjTqHtCrcztdls213eMH/bMWTD7xFU40m+32Ltb\n6F4y5g1zKphSmKP2Q5XYBFM0sShzIUuEjdR1uav7Geo35TzZOvXXLCBGq4mlCGK0L0h7jk1jbdGW\nk0ZZXn4nYY1lNwx0ztI7x+MDnPKRJJlsnAqvzBPZTqS7jnx9xWCuuN14YnnD1L3BH/b8xa9/x/eH\nyLffv8FFuCmwf39Pt9lyFQc2b3qu6Cnvj/zwv/0flNt/w4tf/4yb2xv4yw75cIW9H5kPE/kUkN4w\n3N2SU8EntIKTVLAjhggYvB0U2PRGr5WILsNGtM/Z1HluIBdDUI5GXb8NXgQ1AU3EuRrA10tUciCO\nM60IqRRKVXnMXtfYOUUsDu97+n5HJCKSKdOREEfEOu1Jcupnh/N1PSl6L42CBaSMmRIuQR4MZfCU\nweGKRyYD/UDxhlKOSBJkyvRmgJ1HfvUfMFxb5r/5l4w//kD/uWf78peMb//I/PYdw9ayufoF2Rq2\nwXAtOw5XkdM+4gx45+tV0bEUKEh29P4Zxt0ypxkpEUmqtm2ZGCgQBwU5Rfv1pSZ7qdLqQ2nG5KrA\nKitAtACkjKRqqdCgxqJzYwFta70oxlT7+9eif1mtROoTVs7G1TlBpBDxFO8Wg2q9j8q+MkVNySXr\nBhozmJgXEE7ntlqQPN1ffgoY/FThxjlHsirW0/zWLlorSsY1oDwXpYrXz7fWIM5TvCd1DqzDOE/X\nD2qOvQKW7emBFMJimB0as6nG6s6pAmmrEHeuR7yQu0z8/3OitvR2SKPvNMS9mtY1RbhPILpqKJ1r\nxacht42zq4HhIrYgl+Zz7btzTfoawtoQ5KbmAiw0snNg8KSyV1WN9NjaJwvWerzX4Hgcx8VnbaFy\n1czde79iSFxAoYC2YTmnajlLZaUeQwtQdFLpxoAoQuO8Bq0xJn1OCsao7VmjLrSv0qRJv79VTs7f\nIcug9tZyOh0p2bMZuir4YmsPS6nopB5TzumjCSMCxmjCWmrfWymatMQ6GX1V22oIyUWzZs6EeWKe\njwsCoVXKqvZV+z7avzmXSUl7IkKYWZ2wXjdp++b5vhpjwLKYC+dciCEwjSN932tiUKub1nmGQQhW\nUaaYwlLNSlXJcVkEa79lLk24Ra0lpvHE9vpW54DRyXx6PBJL4XQ8al9g5fO3Qx99x2azqfKwKrV/\nOh05Hh4pBfpuYPAD1hj9riTY3mPEME0j9x/e8/r1az68fwey4fOXnjs0OHZOKxe5UlqFFUjRFv5W\n2ajDRvvkqP5OCr6UIuQUiWgjsWkVxdXCFiq9KoWZEk7aTJwSmaJ0ya5j0w143yG+XyTiP4mqtXnA\nGRSg5GVu81SFifVbl+yDs4JkHRdLFfgMJqzH81nxsgEOQqPlfPrLhEIi5ahrlFFvroIjBBW3oCbF\nMcyEOTDFmWk8YaWO5aSbs3Udw3bD7uaW3dVOK/ddp9aGKXI6HRnn94So/QK+c9jOEktArMX7Duc8\nxqiKmMmVCiSi/QVteW6X52Iuf1wde1pF0wtxftenkrk14rtU4Rsa6axST8y5t1EETDMxN+acXF9k\n1a16lus8sxiTSEXp27kUrq+vuLq5ocAF8HCmzSSIFamt340xGJxS84YN0m94cziyP5yQMrOfTlx/\n9pybbc/jacRax+H0yLtX73nz/Xturnd8/fMvuL3d0vdbxvHINGWs9zgvHI5HTqdvkWIZ+oHdZou7\n3mCsiqEYY/HWMRdVbDyNJ7UdSa0y1IKQslBwGmMAtMJjrcWK7ksF6DpPKUp7ffb8jvmhLGbWx9NJ\nx9F44uHhkU3fcXt9w267xXlb2RUWSOSSmCdN3EI9JmcVj4/ztFTh4hxwGFw1M04CMWectXijkti2\ngKTIHCdMhqtug5cepsj712+Jp5khXTGIo3Par5pyJBZL3nbs7m7YmY7eGTYmkY0hzBlCAeNUOCln\nDWiNUo0L2ovZWh0sZZHml1LpiE6RdV29Gwuj7k0FXe3rvqyKe2vg6NOPXIEoEaHzHjbbZY8/nY6U\nhErUi/ZuSeexwwbjOnxJ+K7j+uaGx/HEZ8+f8fJnX/HqzQOhglwxJ6YYsadZDYRDpr8ZMK6QjoFj\nFMrVA3KaOb7fkx5GtqXj2l3Rm45kNYjsRHuKxMkCvBoxdc/wev5NXMhKBXoKWtFWD0zr6kpqzAKQ\nlpKIQQNbUy18LtaGRp+uU7vMVcm7/dQ4Tq+53lAxFut99eVSuXelmaValWvCRAqmLnFUpQQaZynO\nqnecNNANJOu67URHgDhLEHVdNS8+4yr/jtA59lNgE4T+7jn7xwMPr15xt7vDfvWc7LYcjcH6RN9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mhvuJVaexIFzqY56Nrkav9MKs2vh8Npz/27A/PjATslbtyGr7/8Jb/82dc4a7m9veUhzToX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\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W6NdHErA/9/jYtVqSrPNrfHZtdRk8uUa41q+rq17StYFvhtbOQT9wsOvPiV2HyCJf3BqN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j8+JO5pDox9dLvwF3SLfHC0a+i1r1136eQOXynOu51kJm+rW/6MCcv2ZgRhqAT2s9q9HpIDoC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S1pD1jtlIHqplhYaS0qOFWCQJ6PpOUEJNQpSVmbMVMN3t7RFxErCm4RlR1QW+vbqnOzv86i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iBGOysb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\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E5EeAvwZ8GPgc8K/lnaiGCv6k0AP/WFVvAz4O/MM0V4qMtgSqugLuVtU7gI8A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\nFBQUFBQUFBQUFBRsGf4vObH2YDNKn0cAAAAASUVORK5CYII=\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "arr = np.asarray( bytearray( requests.get(urlImage).content ), dtype=np.uint8 )\n", + "img = cv2.cvtColor( cv2.imdecode(arr,-1), cv2.COLOR_BGR2RGB)\n", + "ig, ax = plt.subplots(figsize=(15, 20))\n", + "ax.imshow(img)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "And now, we can show the original image with the detection results overlaid" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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6uEaPgoSXSyIKT44mQmlH/3+pozZmAWpA9+uf60eTEhp29pEk9YxgJqxzAZ5DbL1I1/UG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0RmBRUqGExCIBibYOXJUE3RjQZeV7lmcFJp3h8pQymdIJJePRiMfvXRBKx3R4xdXF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X/Du7X+6Nq29fU+r9iG4XtdCuad9r+xnyuL5EYK2wDStvq2OVbr6Wo3WvJR216v4Ob5E5Pe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\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+OJmgtUMlSVh1QqB0gkpSVJGhUg2NxjU1pq7wtqFxJsxlTNOQSRHWrItJF07tY66xgYHV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\n7qB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l8THzWY10NQIfN26f2l8FhHfoXkH38xaFaEenjTDkRlg5n1IohCpSOJyl0pqiKGmt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HthC7jN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\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NVdred45DXOGzR9yIpgnJhTQMlvfufLPTbS1LGb0ZbA3pO0LX4Yrl19x2NCukkWl3jaha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XSFJfHEMgTCP9Ueo6pUeUljIYpTHKZRq8koh8XptOZ9ynymQ9CXpobcE5Ns4ythXXq4auHxgG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\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w4sm6VbRiWgG/rYr1Gt+t9qjFetv+3Cai0fzP4x6pZf1swfpHSchF8eATfq291WMVxrqx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YPLqjaHopgvMAzW+DsEW9+Klz34h7lP2S188xWbxKDgQHH1g8rRVH3jfjIqE+L+S3R/pLKUxTKR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TFyNlWZjn2Uk/Dpw7cFKLKcDSzlljJm4jNI0DTBt7TgiWFXZXWlKglmLrRARRqOqZQK/J06Ww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yWrySiorojXyrToyvWitxto9SrgDl8xo9YaKbdaruuoclv4+2bUAFTjMq9rZpkto5Zqq/Vx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\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qqjr+fSqtLBrJn9ndKqbjRMXYscr6UQSqjAb8dPiXY44f3V4byA4ShMziZTU5kkKux+kJ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\nL3be4WXUm6+HG2q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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "for currFace in result:\n", + " faceRectangle = currFace['faceRectangle']\n", + " cv2.rectangle( img,(faceRectangle['left'],faceRectangle['top']),\n", + " (faceRectangle['left']+faceRectangle['width'], faceRectangle['top'] + faceRectangle['height']),\n", + " color = (255,0,0), thickness = 1 )\n", + " \n", + " faceLandmarks = currFace['faceLandmarks']\n", + " \n", + " for _, currLandmark in faceLandmarks.iteritems():\n", + " cv2.circle( img, (int(currLandmark['x']),int(currLandmark['y'])), color = (0,255,0), thickness= -1, radius = 1 )\n", + "\n", + "for currFace in result:\n", + " faceRectangle = currFace['faceRectangle']\n", + " faceAttributes = currFace['faceAttributes']\n", + " \n", + " textToWrite = \"%c (%d)\" % ( 'M' if faceAttributes['gender']=='male' else 'F', faceAttributes['age'] )\n", + " cv2.putText( img, textToWrite, (faceRectangle['left'],faceRectangle['top']-15), cv2.FONT_HERSHEY_SIMPLEX, 0.5, (255,255,255), 1 )\n", + " \n", + "ig, ax = plt.subplots(figsize=(15, 20))\n", + "ax.imshow(img)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.10" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} diff --git a/Face/Python/README.md b/Face/Python/README.md new file mode 100644 index 0000000..3016217 --- /dev/null +++ b/Face/Python/README.md @@ -0,0 +1,24 @@ +Jupyter Notebook Face API Sample +=================================== + +This [Jupyter Notebook]() demostrates the usage of Microsoft Cognitive Services (formerly Project Oxford) Face API in Python. See the tech in +action on [our demo page]() or +learn more about the API with [our documentation](). + +Contributing +============ +We welcome contributions and are always looking for new SDKs, input, and +suggestions. Feel free to file issues on the repo and we'll address them as we can. You can also learn more about how you can help on the [Contribution +Rules & Guidelines](). + +For questions, feedback, or suggestions about Microsoft Cognitive Services, feel free to reach out to us directly. + +- [Cognitive Services UserVoice Forum]() + +License +======= + +All Microsoft Cognitive Services SDKs and samples are licensed with the MIT License. For more details, see +[LICENSE](). + +Sample images are licensed separately, please refer to [LICENSE-IMAGE](). diff --git a/Face/README.md b/Face/README.md index 1594d1e..bae4c56 100644 --- a/Face/README.md +++ b/Face/README.md @@ -1,11 +1,11 @@ -Microsoft Project Oxford Face client SDK and samples +Microsoft Cognitive Services Face client SDK and samples ======================================== This repo contains the client libraries that demonstrate Microsoft’s cloud-based face algorithms to detect and recognize human faces in images. See the tech in -action on [our demo page]() or +action on [our demo page]() or learn more about the API with [our -documentation](). +documentation](). ### Face detection with attribute extraction @@ -31,40 +31,36 @@ Getting started To get started, select the platform for which you're developing. - [Android]() - +- [Python]() - [Windows]() -Contributing -============ -We welcome contributions and are always looking for new SDKs, input, and -suggestions. Feel free to file issues on the repo and we'll address them as we can. You can also learn more about how you can help on the [Contribution -Rules & Guidelines](). - -For questions, feedback, or suggestions about Project Oxford services, feel free to reach out to us directly. - -- [Project Oxford support]() - -- [Forums]() - -- [Blog]() - Changes ============ -This document is targeting Project Oxford Face V1.0 service. For user who has experiences on using Project Oxford Face V0, there are some major changes we would like you to know before switching from Project Oxford Face V0 to Project Oxford Face V1.0 service. +This document is targeting Microsoft Cognitive Services V1.0 service. For user who has experiences on using Microsoft Cognitive Services (formerly Project Oxford) Face V0, there are some major changes we would like you to know before switching from Project Oxford Face V0 to Microsoft Cognitive Services V1.0 service. - **API Signature** - In Project Oxford Face V1.0, Service root endpoint changes from [https://api.projectoxford.ai/face/v0/]() to [https://api.projectoxford.ai/face/v1.0/]() + In Microsoft Cognitive Services (formerly Project Oxford) V1.0, Service root endpoint changes from [https://api.projectoxford.ai/face/v0/]() to [https://api.projectoxford.ai/face/v1.0/]() There are several signature changes for API, such as [Face - Detect](https://dev.projectoxford.ai/docs/services/563879b61984550e40cbbe8d/operations/563879b61984550f30395236), [Face - Identify](https://dev.projectoxford.ai/docs/services/563879b61984550e40cbbe8d/operations/563879b61984550f30395239), [Face - Find Similar](https://dev.projectoxford.ai/docs/services/563879b61984550e40cbbe8d/operations/563879b61984550f30395237), [Face - Group](https://dev.projectoxford.ai/docs/services/563879b61984550e40cbbe8d/operations/563879b61984550f30395238). - **Persisted Data** - Existing Person Group and Person data which has been setup with Project Oxford Face V0 cannot be accessed with Project Oxford Face V1.0 service. This incompatible issue will occur for only this one time, following API updates will not affect persisted data any more. + Existing Person Group and Person data which has been setup with Project Oxford Face V0 cannot be accessed with Microsoft Cognitive Services V1.0 service. This incompatible issue will occur for only this one time, following API updates will not affect persisted data any more. + +Contributing +============ +We welcome contributions and are always looking for new SDKs, input, and +suggestions. Feel free to file issues on the repo and we'll address them as we can. You can also learn more about how you can help on the [Contribution +Rules & Guidelines](). + +For questions, feedback, or suggestions about Microsoft Cognitive Services, feel free to reach out to us directly. + +- [Cognitive Services UserVoice Forum]() License ======= -All Project Oxford SDKs and samples are licensed with the MIT License. For more details, see +All Microsoft Cognitive Services SDKs and samples are licensed with the MIT License. For more details, see [LICENSE](). Sample images are licensed separately, please refer to [LICENSE-IMAGE](). diff --git a/Face/Windows/ClientLibrary/Contract/AddPersistedFaceResult.cs b/Face/Windows/ClientLibrary/Contract/AddPersistedFaceResult.cs index ea1b024..eae4a2e 100644 --- a/Face/Windows/ClientLibrary/Contract/AddPersistedFaceResult.cs +++ b/Face/Windows/ClientLibrary/Contract/AddPersistedFaceResult.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/ClientLibrary/Contract/Candidate.cs b/Face/Windows/ClientLibrary/Contract/Candidate.cs index 2dd06b8..66e9759 100644 --- a/Face/Windows/ClientLibrary/Contract/Candidate.cs +++ b/Face/Windows/ClientLibrary/Contract/Candidate.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/ClientLibrary/Contract/ClientError.cs b/Face/Windows/ClientLibrary/Contract/ClientError.cs index 7772f38..f34d249 100644 --- a/Face/Windows/ClientLibrary/Contract/ClientError.cs +++ b/Face/Windows/ClientLibrary/Contract/ClientError.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/ClientLibrary/Contract/CreatePersonResult.cs b/Face/Windows/ClientLibrary/Contract/CreatePersonResult.cs index 2a46389..881c710 100644 --- a/Face/Windows/ClientLibrary/Contract/CreatePersonResult.cs +++ b/Face/Windows/ClientLibrary/Contract/CreatePersonResult.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/ClientLibrary/Contract/Face.cs b/Face/Windows/ClientLibrary/Contract/Face.cs index 641358e..67e7715 100644 --- a/Face/Windows/ClientLibrary/Contract/Face.cs +++ b/Face/Windows/ClientLibrary/Contract/Face.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/ClientLibrary/Contract/FaceAttributes.cs b/Face/Windows/ClientLibrary/Contract/FaceAttributes.cs index 9cfbaa9..1b7a3f6 100644 --- a/Face/Windows/ClientLibrary/Contract/FaceAttributes.cs +++ b/Face/Windows/ClientLibrary/Contract/FaceAttributes.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation @@ -31,6 +31,9 @@ // WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. // +using Newtonsoft.Json; +using Newtonsoft.Json.Converters; + namespace Microsoft.ProjectOxford.Face.Contract { /// @@ -95,6 +98,18 @@ public FacialHair FacialHair get; set; } + /// + /// Gets or sets the glasses type. + /// + /// + /// The glasses type. + /// + [JsonConverter(typeof(StringEnumConverter))] + public Glasses Glasses + { + get; set; + } + #endregion Properties } } diff --git a/Face/Windows/ClientLibrary/Contract/FaceLandmarks.cs b/Face/Windows/ClientLibrary/Contract/FaceLandmarks.cs index 221445d..2b3f3d6 100644 --- a/Face/Windows/ClientLibrary/Contract/FaceLandmarks.cs +++ b/Face/Windows/ClientLibrary/Contract/FaceLandmarks.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/ClientLibrary/Contract/FaceList.cs b/Face/Windows/ClientLibrary/Contract/FaceList.cs index 28108ef..9d9be23 100644 --- a/Face/Windows/ClientLibrary/Contract/FaceList.cs +++ b/Face/Windows/ClientLibrary/Contract/FaceList.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/ClientLibrary/Contract/FaceListMetadata.cs b/Face/Windows/ClientLibrary/Contract/FaceListMetadata.cs index a0384dc..a3c91f7 100644 --- a/Face/Windows/ClientLibrary/Contract/FaceListMetadata.cs +++ b/Face/Windows/ClientLibrary/Contract/FaceListMetadata.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/ClientLibrary/Contract/FaceMetadata.cs b/Face/Windows/ClientLibrary/Contract/FaceMetadata.cs index 0572e6d..86001e9 100644 --- a/Face/Windows/ClientLibrary/Contract/FaceMetadata.cs +++ b/Face/Windows/ClientLibrary/Contract/FaceMetadata.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/ClientLibrary/Contract/FaceRectangle.cs b/Face/Windows/ClientLibrary/Contract/FaceRectangle.cs index 9c5d6bf..8e39752 100644 --- a/Face/Windows/ClientLibrary/Contract/FaceRectangle.cs +++ b/Face/Windows/ClientLibrary/Contract/FaceRectangle.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/ClientLibrary/Contract/FacialHair.cs b/Face/Windows/ClientLibrary/Contract/FacialHair.cs index 31f2b39..2094c11 100644 --- a/Face/Windows/ClientLibrary/Contract/FacialHair.cs +++ b/Face/Windows/ClientLibrary/Contract/FacialHair.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/ClientLibrary/Contract/FeatureCoordinate.cs b/Face/Windows/ClientLibrary/Contract/FeatureCoordinate.cs index 4d73076..a4ed2a5 100644 --- a/Face/Windows/ClientLibrary/Contract/FeatureCoordinate.cs +++ b/Face/Windows/ClientLibrary/Contract/FeatureCoordinate.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/ClientLibrary/Contract/GlassesTypes.cs b/Face/Windows/ClientLibrary/Contract/GlassesTypes.cs new file mode 100644 index 0000000..38ad04a --- /dev/null +++ b/Face/Windows/ClientLibrary/Contract/GlassesTypes.cs @@ -0,0 +1,61 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK/ +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +namespace Microsoft.ProjectOxford.Face.Contract +{ + /// + /// Enumeration which represents the type of wearing glasses + /// + public enum Glasses + { + /// + /// Indicates not wearing any glasses + /// + NoGlasses, + + /// + /// Indicates wearing sunglasses + /// + Sunglasses, + + /// + /// Indicates wearing reading glasses + /// + ReadingGlasses, + + /// + /// Indicates wearing swimming goggles + /// + SwimmingGoggles + } +} diff --git a/Face/Windows/ClientLibrary/Contract/GroupResult.cs b/Face/Windows/ClientLibrary/Contract/GroupResult.cs index 4a8eeb1..9f88abf 100644 --- a/Face/Windows/ClientLibrary/Contract/GroupResult.cs +++ b/Face/Windows/ClientLibrary/Contract/GroupResult.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/ClientLibrary/Contract/HeadPose.cs b/Face/Windows/ClientLibrary/Contract/HeadPose.cs index df5c027..1a87522 100644 --- a/Face/Windows/ClientLibrary/Contract/HeadPose.cs +++ b/Face/Windows/ClientLibrary/Contract/HeadPose.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/ClientLibrary/Contract/IdentifyResult.cs b/Face/Windows/ClientLibrary/Contract/IdentifyResult.cs index 29ae6e0..34781e9 100644 --- a/Face/Windows/ClientLibrary/Contract/IdentifyResult.cs +++ b/Face/Windows/ClientLibrary/Contract/IdentifyResult.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/ClientLibrary/Contract/Person.cs b/Face/Windows/ClientLibrary/Contract/Person.cs index 5602b07..876229d 100644 --- a/Face/Windows/ClientLibrary/Contract/Person.cs +++ b/Face/Windows/ClientLibrary/Contract/Person.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/ClientLibrary/Contract/PersonFace.cs b/Face/Windows/ClientLibrary/Contract/PersonFace.cs index 34a423a..018df06 100644 --- a/Face/Windows/ClientLibrary/Contract/PersonFace.cs +++ b/Face/Windows/ClientLibrary/Contract/PersonFace.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/ClientLibrary/Contract/PersonGroup.cs b/Face/Windows/ClientLibrary/Contract/PersonGroup.cs index 7ef22db..868ddc0 100644 --- a/Face/Windows/ClientLibrary/Contract/PersonGroup.cs +++ b/Face/Windows/ClientLibrary/Contract/PersonGroup.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/ClientLibrary/Contract/SimilarFace.cs b/Face/Windows/ClientLibrary/Contract/SimilarFace.cs index df32368..728df85 100644 --- a/Face/Windows/ClientLibrary/Contract/SimilarFace.cs +++ b/Face/Windows/ClientLibrary/Contract/SimilarFace.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/ClientLibrary/Contract/SimilarPersistedFace.cs b/Face/Windows/ClientLibrary/Contract/SimilarPersistedFace.cs index d5f4b64..1c2bf99 100644 --- a/Face/Windows/ClientLibrary/Contract/SimilarPersistedFace.cs +++ b/Face/Windows/ClientLibrary/Contract/SimilarPersistedFace.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/ClientLibrary/Contract/TrainingStatus.cs b/Face/Windows/ClientLibrary/Contract/TrainingStatus.cs index c3ea400..ae2610d 100644 --- a/Face/Windows/ClientLibrary/Contract/TrainingStatus.cs +++ b/Face/Windows/ClientLibrary/Contract/TrainingStatus.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/ClientLibrary/Contract/VerifyResult.cs b/Face/Windows/ClientLibrary/Contract/VerifyResult.cs index 6e91a93..3579521 100644 --- a/Face/Windows/ClientLibrary/Contract/VerifyResult.cs +++ b/Face/Windows/ClientLibrary/Contract/VerifyResult.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/ClientLibrary/FaceAPIException.cs b/Face/Windows/ClientLibrary/FaceAPIException.cs index 40de8e2..493d365 100644 --- a/Face/Windows/ClientLibrary/FaceAPIException.cs +++ b/Face/Windows/ClientLibrary/FaceAPIException.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/ClientLibrary/FaceServiceClient.cs b/Face/Windows/ClientLibrary/FaceServiceClient.cs index 4759ffe..3067b4a 100644 --- a/Face/Windows/ClientLibrary/FaceServiceClient.cs +++ b/Face/Windows/ClientLibrary/FaceServiceClient.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation @@ -55,9 +55,9 @@ public class FaceServiceClient : IDisposable, IFaceServiceClient #region Fields /// - /// The service host. + /// The default service host. /// - private const string ServiceHost = "https://api.projectoxford.ai/face/v1.0"; + private const string SERVICE_HOST = "https://api.projectoxford.ai/face/v1.0"; /// /// The JSON content type header. @@ -181,6 +181,11 @@ public FaceServiceClient(string subscriptionKey) #region Properties + /// + /// Gets service endpoint address, overridable by subclasses, default to free subscription's endpoint. + /// + protected virtual string ServiceHost => SERVICE_HOST; + /// /// Gets default request headers for all following http request /// diff --git a/Face/Windows/ClientLibrary/IFaceServiceClient.cs b/Face/Windows/ClientLibrary/IFaceServiceClient.cs index 284e155..29fe85c 100644 --- a/Face/Windows/ClientLibrary/IFaceServiceClient.cs +++ b/Face/Windows/ClientLibrary/IFaceServiceClient.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation @@ -72,6 +72,11 @@ public enum FaceAttributeType /// Analyses head pose /// HeadPose, + + /// + /// Analyses glasses type + /// + Glasses, } #endregion Enumerations diff --git a/Face/Windows/ClientLibrary/Microsoft.ProjectOxford.Face.csproj b/Face/Windows/ClientLibrary/Microsoft.ProjectOxford.Face.csproj index 1c759e3..a2515f6 100644 --- a/Face/Windows/ClientLibrary/Microsoft.ProjectOxford.Face.csproj +++ b/Face/Windows/ClientLibrary/Microsoft.ProjectOxford.Face.csproj @@ -1,88 +1,80 @@ - - - - - 11.0 - Debug - AnyCPU - {25D58BA5-660F-407B-803C-22B4547C09DC} - Library - Properties - Microsoft.ProjectOxford.Face - Microsoft.ProjectOxford.Face - en-US - 512 - {786C830F-07A1-408B-BD7F-6EE04809D6DB};{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC} - Profile111 - v4.5 - SAK - SAK - SAK - SAK - - - true - full - false - bin\Debug\ - DEBUG;TRACE - prompt - 4 - - - pdbonly - true - bin\Release\ - TRACE - prompt - 4 - - - true - bin\CNDebug\ - DEBUG;TRACE - full - AnyCPU - prompt - MinimumRecommendedRules.ruleset - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - packages\Newtonsoft.Json.6.0.8\lib\portable-net40+sl5+wp80+win8+wpa81\Newtonsoft.Json.dll - True - - - - - - - \ No newline at end of file + + + + + 11.0 + Debug + AnyCPU + {25D58BA5-660F-407B-803C-22B4547C09DC} + Library + Properties + Microsoft.ProjectOxford.Face + Microsoft.ProjectOxford.Face + en-US + 512 + {786C830F-07A1-408B-BD7F-6EE04809D6DB};{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC} + Profile111 + v4.5 + SAK + SAK + SAK + SAK + + + true + full + false + bin\Debug\ + DEBUG;TRACE + prompt + 4 + + + pdbonly + true + bin\Release\ + TRACE + prompt + 4 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + packages\Newtonsoft.Json.6.0.8\lib\portable-net40+sl5+wp80+win8+wpa81\Newtonsoft.Json.dll + True + + + + + + + diff --git a/Face/Windows/ClientLibrary/Properties/AssemblyInfo.cs b/Face/Windows/ClientLibrary/Properties/AssemblyInfo.cs index 8b4545d..73da52f 100644 --- a/Face/Windows/ClientLibrary/Properties/AssemblyInfo.cs +++ b/Face/Windows/ClientLibrary/Properties/AssemblyInfo.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation @@ -41,5 +41,5 @@ [assembly: AssemblyTrademark("Microsoft")] [assembly: NeutralResourcesLanguage("en")] -[assembly: AssemblyVersion("1.0.0.0")] -[assembly: AssemblyFileVersion("1.0.0.0")] \ No newline at end of file +[assembly: AssemblyVersion("1.1.0.0")] +[assembly: AssemblyFileVersion("1.1.0.0")] \ No newline at end of file diff --git a/Face/Windows/README.md b/Face/Windows/README.md index bd14a3d..ffb9dfb 100644 --- a/Face/Windows/README.md +++ b/Face/Windows/README.md @@ -1,7 +1,7 @@ The client library ================== -The Face API client library is a thin C\# client wrapper for Project Oxford Face +The Face API client library is a thin C\# client wrapper for Microsoft Cognitive Services (formerly Project Oxford) Face REST APIs. The easiest way to use this client library is to get microsoft.projectoxford.face package from [nuget](). @@ -11,8 +11,7 @@ Please go to [Face API Package in nuget](https://www.nuget.org/packages/Microsof The sample ========== -This sample is a Windows WPF application to demonstrate the use of Project -Oxford Face API. +This sample is a Windows WPF application to demonstrate the use of Face API. It demonstrates face detection, face verification, face grouping, finding similar faces, and face identification. @@ -36,11 +35,7 @@ Run the sample After the build is complete, press F5 to run the sample. -First, you will -need a [Microsoft Azure Account]() if you don't have one already. - -You must obtain a subscription key for Face API by following instructions in [Subscription -key management](). +First, you must obtain a Face API subscription key by following instructions in [Microsoft Cognitive Services subscription](). Locate the text edit box saying "Paste your subscription key here to start" on the top right corner. Paste your subscription key. You can choose to persist @@ -65,18 +60,14 @@ We welcome contributions and are always looking for new SDKs, input, and suggestions. Feel free to file issues on the repo and we'll address them as we can. You can also learn more about how you can help on the [Contribution Rules & Guidelines](). -For questions, feedback, or suggestions about Project Oxford services, feel free to reach out to us directly. - -- [Project Oxford support]() - -- [Forums]() +For questions, feedback, or suggestions about Microsoft Cognitive Services, feel free to reach out to us directly. -- [Blog]() +- [Cognitive Services UserVoice Forum]() License ======= -All Project Oxford SDKs and samples are licensed with the MIT License. For more details, see +All Microsoft Cognitive Services SDKs and samples are licensed with the MIT License. For more details, see [LICENSE](). Sample images are licensed separately, please refer to [LICENSE-IMAGE](). diff --git a/Face/Windows/Sample-WPF/App.xaml.cs b/Face/Windows/Sample-WPF/App.xaml.cs index 3ed3284..11d7313 100644 --- a/Face/Windows/Sample-WPF/App.xaml.cs +++ b/Face/Windows/Sample-WPF/App.xaml.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/Sample-WPF/Controls/Face.cs b/Face/Windows/Sample-WPF/Controls/Face.cs index 065b961..8e8291e 100644 --- a/Face/Windows/Sample-WPF/Controls/Face.cs +++ b/Face/Windows/Sample-WPF/Controls/Face.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation @@ -88,6 +88,11 @@ public class Face : INotifyPropertyChanged /// private string _isSmiling; + /// + /// Indicates the glasses type + /// + private string _glasses; + #endregion Fields #region Events @@ -283,6 +288,23 @@ public string IsSmiling } } + /// + /// Gets or sets a value indicating the glasses type + /// + public string Glasses + { + get + { + return _glasses; + } + + set + { + _glasses = value; + OnPropertyChanged(); + } + } + #endregion Properties #region Methods diff --git a/Face/Windows/Sample-WPF/Controls/FaceDetectionPage.xaml b/Face/Windows/Sample-WPF/Controls/FaceDetectionPage.xaml index 12ac010..ba69093 100644 --- a/Face/Windows/Sample-WPF/Controls/FaceDetectionPage.xaml +++ b/Face/Windows/Sample-WPF/Controls/FaceDetectionPage.xaml @@ -3,9 +3,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation @@ -128,7 +128,7 @@ - + diff --git a/Face/Windows/Sample-WPF/Controls/FaceDetectionPage.xaml.cs b/Face/Windows/Sample-WPF/Controls/FaceDetectionPage.xaml.cs index 2bcbde4..7048dd5 100644 --- a/Face/Windows/Sample-WPF/Controls/FaceDetectionPage.xaml.cs +++ b/Face/Windows/Sample-WPF/Controls/FaceDetectionPage.xaml.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation @@ -227,7 +227,7 @@ private async void ImagePicker_Click(object sender, RoutedEventArgs e) string subscriptionKey = mainWindow._scenariosControl.SubscriptionKey; var faceServiceClient = new FaceServiceClient(subscriptionKey); - Contract.Face[] faces = await faceServiceClient.DetectAsync(fileStream, false, true, new FaceAttributeType[] { FaceAttributeType.Gender, FaceAttributeType.Age, FaceAttributeType.FacialHair, FaceAttributeType.Smile }); + Contract.Face[] faces = await faceServiceClient.DetectAsync(fileStream, false, true, new FaceAttributeType[] { FaceAttributeType.Gender, FaceAttributeType.Age, FaceAttributeType.Smile, FaceAttributeType.Glasses }); MainWindow.Log("Response: Success. Detected {0} face(s) in {1}", faces.Length, SelectedFile); DetectedResultsInText = string.Format("{0} face(s) has been detected", faces.Length); @@ -244,12 +244,8 @@ private async void ImagePicker_Click(object sender, RoutedEventArgs e) FaceId = face.FaceId.ToString(), Gender = face.FaceAttributes.Gender, Age = string.Format("{0:#} years old", face.FaceAttributes.Age), - FacialHair = string.Format( - "Moustache: {0}, Beard: {1}, Sideburn: {2}", - face.FaceAttributes.FacialHair == null ? "None" : face.FaceAttributes.FacialHair.Moustache.ToString(), - face.FaceAttributes.FacialHair == null ? "None" : face.FaceAttributes.FacialHair.Beard.ToString(), - face.FaceAttributes.FacialHair == null ? "None" : face.FaceAttributes.FacialHair.Sideburns.ToString()), IsSmiling = face.FaceAttributes.Smile > 0.0 ? "Smile" : "Not Smile", + Glasses = face.FaceAttributes.Glasses.ToString(), }); } diff --git a/Face/Windows/Sample-WPF/Controls/FaceFindSimilarPage.xaml b/Face/Windows/Sample-WPF/Controls/FaceFindSimilarPage.xaml index 29b8769..d0989d1 100644 --- a/Face/Windows/Sample-WPF/Controls/FaceFindSimilarPage.xaml +++ b/Face/Windows/Sample-WPF/Controls/FaceFindSimilarPage.xaml @@ -3,9 +3,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/Sample-WPF/Controls/FaceFindSimilarPage.xaml.cs b/Face/Windows/Sample-WPF/Controls/FaceFindSimilarPage.xaml.cs index a32c441..d480d79 100644 --- a/Face/Windows/Sample-WPF/Controls/FaceFindSimilarPage.xaml.cs +++ b/Face/Windows/Sample-WPF/Controls/FaceFindSimilarPage.xaml.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/Sample-WPF/Controls/FaceGroupingPage.xaml b/Face/Windows/Sample-WPF/Controls/FaceGroupingPage.xaml index f160f98..7796360 100644 --- a/Face/Windows/Sample-WPF/Controls/FaceGroupingPage.xaml +++ b/Face/Windows/Sample-WPF/Controls/FaceGroupingPage.xaml @@ -3,9 +3,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/Sample-WPF/Controls/FaceGroupingPage.xaml.cs b/Face/Windows/Sample-WPF/Controls/FaceGroupingPage.xaml.cs index 004d201..8e99677 100644 --- a/Face/Windows/Sample-WPF/Controls/FaceGroupingPage.xaml.cs +++ b/Face/Windows/Sample-WPF/Controls/FaceGroupingPage.xaml.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/Sample-WPF/Controls/FaceIdentificationPage.xaml b/Face/Windows/Sample-WPF/Controls/FaceIdentificationPage.xaml index 11eefdb..38e2c17 100644 --- a/Face/Windows/Sample-WPF/Controls/FaceIdentificationPage.xaml +++ b/Face/Windows/Sample-WPF/Controls/FaceIdentificationPage.xaml @@ -3,9 +3,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/Sample-WPF/Controls/FaceIdentificationPage.xaml.cs b/Face/Windows/Sample-WPF/Controls/FaceIdentificationPage.xaml.cs index fea3759..efe20f3 100644 --- a/Face/Windows/Sample-WPF/Controls/FaceIdentificationPage.xaml.cs +++ b/Face/Windows/Sample-WPF/Controls/FaceIdentificationPage.xaml.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/Sample-WPF/Controls/FaceVerificationPage.xaml b/Face/Windows/Sample-WPF/Controls/FaceVerificationPage.xaml index 26ddfdf..21aa923 100644 --- a/Face/Windows/Sample-WPF/Controls/FaceVerificationPage.xaml +++ b/Face/Windows/Sample-WPF/Controls/FaceVerificationPage.xaml @@ -3,9 +3,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/Sample-WPF/Controls/FaceVerificationPage.xaml.cs b/Face/Windows/Sample-WPF/Controls/FaceVerificationPage.xaml.cs index 0ffd14a..6dd9268 100644 --- a/Face/Windows/Sample-WPF/Controls/FaceVerificationPage.xaml.cs +++ b/Face/Windows/Sample-WPF/Controls/FaceVerificationPage.xaml.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/Sample-WPF/Controls/UIHelper.cs b/Face/Windows/Sample-WPF/Controls/UIHelper.cs index 90f4c02..750557e 100644 --- a/Face/Windows/Sample-WPF/Controls/UIHelper.cs +++ b/Face/Windows/Sample-WPF/Controls/UIHelper.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/Sample-WPF/FaceAPI-WPF-Samples.csproj b/Face/Windows/Sample-WPF/FaceAPI-WPF-Samples.csproj index 702450b..fdf1a26 100644 --- a/Face/Windows/Sample-WPF/FaceAPI-WPF-Samples.csproj +++ b/Face/Windows/Sample-WPF/FaceAPI-WPF-Samples.csproj @@ -1,180 +1,180 @@ - - - - - Debug - AnyCPU - {A25DFB19-C947-4A66-AEDE-FB2A960916AD} - WinExe - Properties - ClientLibrary - FaceAPI-WPF-Samples - v4.5.2 - 512 - {60dc8134-eba5-43b8-bcc9-bb4bc16c2548};{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC} - 4 - ..\ - true - publish\ - true - Disk - false - Foreground - 7 - Days - false - false - true - 0 - 1.0.0.%2a - false - false - true - - - - AnyCPU - true - full - false - bin\Debug\ - DEBUG;TRACE - prompt - 4 - - - AnyCPU - pdbonly - true - bin\Release\ - TRACE - prompt - 4 - - - - packages\Microsoft.ProjectOxford.Face.1.0.0\lib\portable-net45+wp80+win8+wpa81+aspnetcore50\Microsoft.ProjectOxford.Face.dll - True - - - packages\Newtonsoft.Json.6.0.8\lib\net45\Newtonsoft.Json.dll - True - - - - - - - - - - - - 4.0 - - - - - - - - MSBuild:Compile - Designer - - - MSBuild:Compile - Designer - - - MSBuild:Compile - Designer - - - MSBuild:Compile - Designer - - - MSBuild:Compile - Designer - - - Designer - MSBuild:Compile - - - MSBuild:Compile - Designer - - - App.xaml - Code - - - - FaceIdentificationPage.xaml - - - FaceFindSimilarPage.xaml - - - FaceGroupingPage.xaml - - - FaceVerificationPage.xaml - - - FaceDetectionPage.xaml - - - - MainWindow.xaml - Code - - - - - Code - - - Designer - - - - - - Designer - - - - - - - - False - Microsoft .NET Framework 4.5 %28x86 and x64%29 - true - - - False - .NET Framework 3.5 SP1 - false - - - - - - - - {735929f0-f8f1-4d93-b027-5d034fa7892b} - SampleUserControlLibrary - - - - + + + + + Debug + AnyCPU + {A25DFB19-C947-4A66-AEDE-FB2A960916AD} + WinExe + Properties + ClientLibrary + FaceAPI-WPF-Samples + v4.5.2 + 512 + {60dc8134-eba5-43b8-bcc9-bb4bc16c2548};{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC} + 4 + ..\ + true + publish\ + true + Disk + false + Foreground + 7 + Days + false + false + true + 0 + 1.0.0.%2a + false + false + true + + + + AnyCPU + true + full + false + bin\Debug\ + DEBUG;TRACE + prompt + 4 + + + AnyCPU + pdbonly + true + bin\Release\ + TRACE + prompt + 4 + + + + packages\Microsoft.ProjectOxford.Face.1.1.0\lib\portable-net45+wp80+win8+wpa81+aspnetcore50\Microsoft.ProjectOxford.Face.dll + True + + + packages\Newtonsoft.Json.6.0.8\lib\net45\Newtonsoft.Json.dll + True + + + + + + + + + + + + 4.0 + + + + + + + + MSBuild:Compile + Designer + + + MSBuild:Compile + Designer + + + MSBuild:Compile + Designer + + + MSBuild:Compile + Designer + + + MSBuild:Compile + Designer + + + Designer + MSBuild:Compile + + + MSBuild:Compile + Designer + + + App.xaml + Code + + + + FaceIdentificationPage.xaml + + + FaceFindSimilarPage.xaml + + + FaceGroupingPage.xaml + + + FaceVerificationPage.xaml + + + FaceDetectionPage.xaml + + + + MainWindow.xaml + Code + + + + + Code + + + Designer + + + + + + Designer + + + + + + + + False + Microsoft .NET Framework 4.5 %28x86 and x64%29 + true + + + False + .NET Framework 3.5 SP1 + false + + + + + + + + {735929f0-f8f1-4d93-b027-5d034fa7892b} + SampleUserControlLibrary + + + + \ No newline at end of file diff --git a/Face/Windows/Sample-WPF/MainWindow.xaml.cs b/Face/Windows/Sample-WPF/MainWindow.xaml.cs index a538e82..22657b1 100644 --- a/Face/Windows/Sample-WPF/MainWindow.xaml.cs +++ b/Face/Windows/Sample-WPF/MainWindow.xaml.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/Sample-WPF/Properties/AssemblyInfo.cs b/Face/Windows/Sample-WPF/Properties/AssemblyInfo.cs index ebc3fe5..cc73689 100644 --- a/Face/Windows/Sample-WPF/Properties/AssemblyInfo.cs +++ b/Face/Windows/Sample-WPF/Properties/AssemblyInfo.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/Face/Windows/Sample-WPF/packages.config b/Face/Windows/Sample-WPF/packages.config index 8de689a..e4347ac 100644 --- a/Face/Windows/Sample-WPF/packages.config +++ b/Face/Windows/Sample-WPF/packages.config @@ -1,5 +1,5 @@ - - - - + + + + \ No newline at end of file diff --git a/Face/iOS/Example/MainStoryboard.storyboard b/Face/iOS/Example/MainStoryboard.storyboard new file mode 100755 index 0000000..b7cdbe9 --- /dev/null +++ b/Face/iOS/Example/MainStoryboard.storyboard @@ -0,0 +1,717 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/Face/iOS/Example/Podfile b/Face/iOS/Example/Podfile new file mode 100644 index 0000000..e6b95c4 --- /dev/null +++ b/Face/iOS/Example/Podfile @@ -0,0 +1,12 @@ +source 'https://github.com/CocoaPods/Specs.git' +use_frameworks! + +target 'ProjectOxfordFace_Example', :exclusive => true do + pod 'ProjectOxfordFace', :path => '../' +end + +target 'ProjectOxfordFace_Tests', :exclusive => true do + pod 'ProjectOxfordFace', :path => '../' + + +end diff --git a/Face/iOS/Example/Podfile.lock b/Face/iOS/Example/Podfile.lock new file mode 100644 index 0000000..e36c017 --- /dev/null +++ b/Face/iOS/Example/Podfile.lock @@ -0,0 +1,14 @@ +PODS: + - ProjectOxfordFace (1.0) + +DEPENDENCIES: + - ProjectOxfordFace (from `../`) + +EXTERNAL SOURCES: + ProjectOxfordFace: + :path: ../ + +SPEC CHECKSUMS: + ProjectOxfordFace: fc2e1bfe6b9f4b410e3c59498e7cd27abc5c4fe5 + +COCOAPODS: 0.39.0 diff --git a/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOAddPersistedFaceResult.h b/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOAddPersistedFaceResult.h new file mode 120000 index 0000000..0c89024 --- /dev/null +++ b/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOAddPersistedFaceResult.h @@ -0,0 +1 @@ +../../../../../Pod/Classes/MPOAddPersistedFaceResult.h \ No newline at end of file diff --git a/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOCandidate.h b/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOCandidate.h new file mode 120000 index 0000000..c870cf0 --- /dev/null +++ b/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOCandidate.h @@ -0,0 +1 @@ +../../../../../Pod/Classes/MPOCandidate.h \ No newline at end of file diff --git a/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOCreatePersonResult.h b/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOCreatePersonResult.h new file mode 120000 index 0000000..7d7e52d --- /dev/null +++ b/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOCreatePersonResult.h @@ -0,0 +1 @@ +../../../../../Pod/Classes/MPOCreatePersonResult.h \ No newline at end of file diff --git a/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOFace.h b/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOFace.h new file mode 120000 index 0000000..d1f70af --- /dev/null +++ b/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOFace.h @@ -0,0 +1 @@ +../../../../../Pod/Classes/MPOFace.h \ No newline at end of file diff --git a/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOFaceAttributes.h b/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOFaceAttributes.h new file mode 120000 index 0000000..7cdd551 --- /dev/null +++ b/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOFaceAttributes.h @@ -0,0 +1 @@ +../../../../../Pod/Classes/MPOFaceAttributes.h \ No newline at end of file diff --git a/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOFaceFeatureCoordinate.h b/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOFaceFeatureCoordinate.h new file mode 120000 index 0000000..1e5a64c --- /dev/null +++ b/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOFaceFeatureCoordinate.h @@ -0,0 +1 @@ +../../../../../Pod/Classes/MPOFaceFeatureCoordinate.h \ No newline at end of file diff --git a/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOFaceHeadPose.h b/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOFaceHeadPose.h new file mode 120000 index 0000000..480521c --- /dev/null +++ b/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOFaceHeadPose.h @@ -0,0 +1 @@ +../../../../../Pod/Classes/MPOFaceHeadPose.h \ No newline at end of file diff --git a/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOFaceLandmarks.h b/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOFaceLandmarks.h new file mode 120000 index 0000000..6b6c86f --- /dev/null +++ b/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOFaceLandmarks.h @@ -0,0 +1 @@ +../../../../../Pod/Classes/MPOFaceLandmarks.h \ No newline at end of file diff --git a/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOFaceList.h b/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOFaceList.h new file mode 120000 index 0000000..13d9b4f --- /dev/null +++ b/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOFaceList.h @@ -0,0 +1 @@ +../../../../../Pod/Classes/MPOFaceList.h \ No newline at end of file diff --git a/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOFaceListMetadata.h b/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOFaceListMetadata.h new file mode 120000 index 0000000..b6e590f --- /dev/null +++ b/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOFaceListMetadata.h @@ -0,0 +1 @@ +../../../../../Pod/Classes/MPOFaceListMetadata.h \ No newline at end of file diff --git a/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOFaceMetadata.h b/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOFaceMetadata.h new file mode 120000 index 0000000..dff8a8e --- /dev/null +++ b/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOFaceMetadata.h @@ -0,0 +1 @@ +../../../../../Pod/Classes/MPOFaceMetadata.h \ No newline at end of file diff --git a/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOFaceRectangle.h b/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOFaceRectangle.h new file mode 120000 index 0000000..1f8e926 --- /dev/null +++ b/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOFaceRectangle.h @@ -0,0 +1 @@ +../../../../../Pod/Classes/MPOFaceRectangle.h \ No newline at end of file diff --git a/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOFaceSDK.h b/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOFaceSDK.h new file mode 120000 index 0000000..7453936 --- /dev/null +++ b/Face/iOS/Example/Pods/Headers/Private/ProjectOxfordFace/MPOFaceSDK.h @@ -0,0 +1 @@ +../../../../../Pod/Classes/MPOFaceSDK.h \ No newline at end of file diff --git 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Files/Pods-ProjectOxfordFace_Example/Info.plist @@ -0,0 +1,26 @@ + + + + + CFBundleDevelopmentRegion + en + CFBundleExecutable + ${EXECUTABLE_NAME} + CFBundleIdentifier + org.cocoapods.${PRODUCT_NAME:rfc1034identifier} + CFBundleInfoDictionaryVersion + 6.0 + CFBundleName + ${PRODUCT_NAME} + CFBundlePackageType + FMWK + CFBundleShortVersionString + 1.0.0 + CFBundleSignature + ???? + CFBundleVersion + ${CURRENT_PROJECT_VERSION} + NSPrincipalClass + + + diff --git a/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Example/Pods-ProjectOxfordFace_Example-acknowledgements.markdown b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Example/Pods-ProjectOxfordFace_Example-acknowledgements.markdown new file mode 100644 index 0000000..1dbbc6f --- /dev/null +++ b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Example/Pods-ProjectOxfordFace_Example-acknowledgements.markdown @@ -0,0 +1,20 @@ +# Acknowledgements +This application makes use of the following third party libraries: + +## ProjectOxfordFace + +Project Oxford SDK + +Copyright (c) Microsoft Corporation + +All rights reserved. + +*This license applies only to the SDK code. Sample images are licensed separately, please refer to [LICENSE-IMAGE]()* + +MIT License + +Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the ""Software""), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: +The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +Generated by CocoaPods - http://cocoapods.org diff --git a/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Example/Pods-ProjectOxfordFace_Example-acknowledgements.plist b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Example/Pods-ProjectOxfordFace_Example-acknowledgements.plist new file mode 100644 index 0000000..7b15179 --- /dev/null +++ b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Example/Pods-ProjectOxfordFace_Example-acknowledgements.plist @@ -0,0 +1,50 @@ + + + + + PreferenceSpecifiers + + + FooterText + This application makes use of the following third party libraries: + Title + Acknowledgements + Type + PSGroupSpecifier + + + FooterText + Project Oxford SDK + +Copyright (c) Microsoft Corporation + +All rights reserved. + +*This license applies only to the SDK code. Sample images are licensed separately, please refer to [LICENSE-IMAGE](</LICENSE-IMAGE.md>)* + +MIT License + +Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the ""Software""), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: +The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + Title + ProjectOxfordFace + Type + PSGroupSpecifier + + + FooterText + Generated by CocoaPods - http://cocoapods.org + Title + + Type + PSGroupSpecifier + + + StringsTable + Acknowledgements + Title + Acknowledgements + + diff --git a/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Example/Pods-ProjectOxfordFace_Example-dummy.m b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Example/Pods-ProjectOxfordFace_Example-dummy.m new file mode 100644 index 0000000..b8942b2 --- /dev/null +++ b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Example/Pods-ProjectOxfordFace_Example-dummy.m @@ -0,0 +1,5 @@ +#import +@interface PodsDummy_Pods_ProjectOxfordFace_Example : NSObject +@end +@implementation PodsDummy_Pods_ProjectOxfordFace_Example +@end diff --git a/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Example/Pods-ProjectOxfordFace_Example-frameworks.sh b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Example/Pods-ProjectOxfordFace_Example-frameworks.sh new file mode 100755 index 0000000..0b247b4 --- /dev/null +++ b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Example/Pods-ProjectOxfordFace_Example-frameworks.sh @@ -0,0 +1,91 @@ +#!/bin/sh +set -e + +echo "mkdir -p ${CONFIGURATION_BUILD_DIR}/${FRAMEWORKS_FOLDER_PATH}" +mkdir -p "${CONFIGURATION_BUILD_DIR}/${FRAMEWORKS_FOLDER_PATH}" + +SWIFT_STDLIB_PATH="${DT_TOOLCHAIN_DIR}/usr/lib/swift/${PLATFORM_NAME}" + +install_framework() +{ + if [ -r "${BUILT_PRODUCTS_DIR}/$1" ]; then + local source="${BUILT_PRODUCTS_DIR}/$1" + elif [ -r "${BUILT_PRODUCTS_DIR}/$(basename "$1")" ]; then + local source="${BUILT_PRODUCTS_DIR}/$(basename "$1")" + elif [ -r "$1" ]; then + local source="$1" + fi + + local destination="${CONFIGURATION_BUILD_DIR}/${FRAMEWORKS_FOLDER_PATH}" + + if [ -L "${source}" ]; then + echo "Symlinked..." + source="$(readlink "${source}")" + fi + + # use filter instead of exclude so missing patterns dont' throw errors + echo "rsync -av --filter \"- CVS/\" --filter \"- .svn/\" --filter \"- .git/\" --filter \"- .hg/\" --filter \"- Headers\" --filter \"- PrivateHeaders\" --filter \"- Modules\" \"${source}\" \"${destination}\"" + rsync -av --filter "- CVS/" --filter "- .svn/" --filter "- .git/" --filter "- .hg/" --filter "- Headers" --filter "- PrivateHeaders" --filter "- Modules" "${source}" "${destination}" + + local basename + basename="$(basename -s .framework "$1")" + binary="${destination}/${basename}.framework/${basename}" + if ! [ -r "$binary" ]; then + binary="${destination}/${basename}" + fi + + # Strip invalid architectures so "fat" simulator / device frameworks work on device + if [[ "$(file "$binary")" == *"dynamically linked shared library"* ]]; then + strip_invalid_archs "$binary" + fi + + # Resign the code if required by the build settings to avoid unstable apps + code_sign_if_enabled "${destination}/$(basename "$1")" + + # Embed linked Swift runtime libraries. No longer necessary as of Xcode 7. + if [ "${XCODE_VERSION_MAJOR}" -lt 7 ]; then + local swift_runtime_libs + swift_runtime_libs=$(xcrun otool -LX "$binary" | grep --color=never @rpath/libswift | sed -E s/@rpath\\/\(.+dylib\).*/\\1/g | uniq -u && exit ${PIPESTATUS[0]}) + for lib in $swift_runtime_libs; do + echo "rsync -auv \"${SWIFT_STDLIB_PATH}/${lib}\" \"${destination}\"" + rsync -auv "${SWIFT_STDLIB_PATH}/${lib}" "${destination}" + code_sign_if_enabled "${destination}/${lib}" + done + fi +} + +# Signs a framework with the provided identity +code_sign_if_enabled() { + if [ -n "${EXPANDED_CODE_SIGN_IDENTITY}" -a "${CODE_SIGNING_REQUIRED}" != "NO" -a "${CODE_SIGNING_ALLOWED}" != "NO" ]; then + # Use the current code_sign_identitiy + echo "Code Signing $1 with Identity ${EXPANDED_CODE_SIGN_IDENTITY_NAME}" + echo "/usr/bin/codesign --force --sign ${EXPANDED_CODE_SIGN_IDENTITY} --preserve-metadata=identifier,entitlements \"$1\"" + /usr/bin/codesign --force --sign ${EXPANDED_CODE_SIGN_IDENTITY} --preserve-metadata=identifier,entitlements "$1" + fi +} + +# Strip invalid architectures +strip_invalid_archs() { + binary="$1" + # Get architectures for current file + archs="$(lipo -info "$binary" | rev | cut -d ':' -f1 | rev)" + stripped="" + for arch in $archs; do + if ! [[ "${VALID_ARCHS}" == *"$arch"* ]]; then + # Strip non-valid architectures in-place + lipo -remove "$arch" -output "$binary" "$binary" || exit 1 + stripped="$stripped $arch" + fi + done + if [[ "$stripped" ]]; then + echo "Stripped $binary of architectures:$stripped" + fi +} + + +if [[ "$CONFIGURATION" == "Debug" ]]; then + install_framework "Pods-ProjectOxfordFace_Example/ProjectOxfordFace.framework" +fi +if [[ "$CONFIGURATION" == "Release" ]]; then + install_framework "Pods-ProjectOxfordFace_Example/ProjectOxfordFace.framework" +fi diff --git a/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Example/Pods-ProjectOxfordFace_Example-resources.sh b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Example/Pods-ProjectOxfordFace_Example-resources.sh new file mode 100755 index 0000000..16774fb --- /dev/null +++ b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Example/Pods-ProjectOxfordFace_Example-resources.sh @@ -0,0 +1,95 @@ +#!/bin/sh +set -e + +mkdir -p "${CONFIGURATION_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}" + +RESOURCES_TO_COPY=${PODS_ROOT}/resources-to-copy-${TARGETNAME}.txt +> "$RESOURCES_TO_COPY" + +XCASSET_FILES=() + +realpath() { + DIRECTORY="$(cd "${1%/*}" && pwd)" + FILENAME="${1##*/}" + echo "$DIRECTORY/$FILENAME" +} + +install_resource() +{ + case $1 in + *.storyboard) + echo "ibtool --reference-external-strings-file --errors --warnings --notices --output-format human-readable-text --compile ${CONFIGURATION_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/`basename \"$1\" .storyboard`.storyboardc ${PODS_ROOT}/$1 --sdk ${SDKROOT}" + ibtool --reference-external-strings-file --errors --warnings --notices --output-format human-readable-text --compile "${CONFIGURATION_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/`basename \"$1\" .storyboard`.storyboardc" "${PODS_ROOT}/$1" --sdk "${SDKROOT}" + ;; + *.xib) + echo "ibtool --reference-external-strings-file --errors --warnings --notices --output-format human-readable-text --compile ${CONFIGURATION_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/`basename \"$1\" .xib`.nib ${PODS_ROOT}/$1 --sdk ${SDKROOT}" + ibtool --reference-external-strings-file --errors --warnings --notices --output-format human-readable-text --compile "${CONFIGURATION_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/`basename \"$1\" .xib`.nib" "${PODS_ROOT}/$1" --sdk "${SDKROOT}" + ;; + *.framework) + echo "mkdir -p ${CONFIGURATION_BUILD_DIR}/${FRAMEWORKS_FOLDER_PATH}" + mkdir -p "${CONFIGURATION_BUILD_DIR}/${FRAMEWORKS_FOLDER_PATH}" + echo "rsync -av ${PODS_ROOT}/$1 ${CONFIGURATION_BUILD_DIR}/${FRAMEWORKS_FOLDER_PATH}" + rsync -av "${PODS_ROOT}/$1" "${CONFIGURATION_BUILD_DIR}/${FRAMEWORKS_FOLDER_PATH}" + ;; + *.xcdatamodel) + echo "xcrun momc \"${PODS_ROOT}/$1\" \"${CONFIGURATION_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/`basename "$1"`.mom\"" + xcrun momc "${PODS_ROOT}/$1" "${CONFIGURATION_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/`basename "$1" .xcdatamodel`.mom" + ;; + *.xcdatamodeld) + echo "xcrun momc \"${PODS_ROOT}/$1\" \"${CONFIGURATION_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/`basename "$1" .xcdatamodeld`.momd\"" + xcrun momc "${PODS_ROOT}/$1" "${CONFIGURATION_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/`basename "$1" .xcdatamodeld`.momd" + ;; + *.xcmappingmodel) + echo "xcrun mapc \"${PODS_ROOT}/$1\" \"${CONFIGURATION_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/`basename "$1" .xcmappingmodel`.cdm\"" + xcrun mapc "${PODS_ROOT}/$1" "${CONFIGURATION_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/`basename "$1" .xcmappingmodel`.cdm" + ;; + *.xcassets) + ABSOLUTE_XCASSET_FILE=$(realpath "${PODS_ROOT}/$1") + XCASSET_FILES+=("$ABSOLUTE_XCASSET_FILE") + ;; + /*) + echo "$1" + echo "$1" >> "$RESOURCES_TO_COPY" + ;; + *) + echo "${PODS_ROOT}/$1" + echo "${PODS_ROOT}/$1" >> "$RESOURCES_TO_COPY" + ;; + esac +} + +mkdir -p "${CONFIGURATION_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}" +rsync -avr --copy-links --no-relative --exclude '*/.svn/*' --files-from="$RESOURCES_TO_COPY" / "${CONFIGURATION_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}" +if [[ "${ACTION}" == "install" ]] && [[ "${SKIP_INSTALL}" == "NO" ]]; then + mkdir -p "${INSTALL_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}" + rsync -avr --copy-links --no-relative --exclude '*/.svn/*' --files-from="$RESOURCES_TO_COPY" / "${INSTALL_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}" +fi +rm -f "$RESOURCES_TO_COPY" + +if [[ -n "${WRAPPER_EXTENSION}" ]] && [ "`xcrun --find actool`" ] && [ -n "$XCASSET_FILES" ] +then + case "${TARGETED_DEVICE_FAMILY}" in + 1,2) + TARGET_DEVICE_ARGS="--target-device ipad --target-device iphone" + ;; + 1) + TARGET_DEVICE_ARGS="--target-device iphone" + ;; + 2) + TARGET_DEVICE_ARGS="--target-device ipad" + ;; + *) + TARGET_DEVICE_ARGS="--target-device mac" + ;; + esac + + # Find all other xcassets (this unfortunately includes those of path pods and other targets). + OTHER_XCASSETS=$(find "$PWD" -iname "*.xcassets" -type d) + while read line; do + if [[ $line != "`realpath $PODS_ROOT`*" ]]; then + XCASSET_FILES+=("$line") + fi + done <<<"$OTHER_XCASSETS" + + printf "%s\0" "${XCASSET_FILES[@]}" | xargs -0 xcrun actool --output-format human-readable-text --notices --warnings --platform "${PLATFORM_NAME}" --minimum-deployment-target "${IPHONEOS_DEPLOYMENT_TARGET}" ${TARGET_DEVICE_ARGS} --compress-pngs --compile "${BUILT_PRODUCTS_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}" +fi diff --git a/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Example/Pods-ProjectOxfordFace_Example-umbrella.h b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Example/Pods-ProjectOxfordFace_Example-umbrella.h new file mode 100644 index 0000000..6145c50 --- /dev/null +++ b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Example/Pods-ProjectOxfordFace_Example-umbrella.h @@ -0,0 +1,6 @@ +#import + + +FOUNDATION_EXPORT double Pods_ProjectOxfordFace_ExampleVersionNumber; +FOUNDATION_EXPORT const unsigned char Pods_ProjectOxfordFace_ExampleVersionString[]; + diff --git a/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Example/Pods-ProjectOxfordFace_Example.debug.xcconfig b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Example/Pods-ProjectOxfordFace_Example.debug.xcconfig new file mode 100644 index 0000000..8f4315c --- /dev/null +++ b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Example/Pods-ProjectOxfordFace_Example.debug.xcconfig @@ -0,0 +1,6 @@ +GCC_PREPROCESSOR_DEFINITIONS = $(inherited) COCOAPODS=1 +LD_RUNPATH_SEARCH_PATHS = $(inherited) '@executable_path/Frameworks' '@loader_path/Frameworks' +OTHER_CFLAGS = $(inherited) -iquote "$CONFIGURATION_BUILD_DIR/ProjectOxfordFace.framework/Headers" +OTHER_LDFLAGS = $(inherited) -framework "ProjectOxfordFace" +PODS_FRAMEWORK_BUILD_PATH = $(BUILD_DIR)/$(CONFIGURATION)$(EFFECTIVE_PLATFORM_NAME)/Pods-ProjectOxfordFace_Example +PODS_ROOT = ${SRCROOT}/Pods \ No newline at end of file diff --git a/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Example/Pods-ProjectOxfordFace_Example.modulemap b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Example/Pods-ProjectOxfordFace_Example.modulemap new file mode 100644 index 0000000..f7d3251 --- /dev/null +++ b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Example/Pods-ProjectOxfordFace_Example.modulemap @@ -0,0 +1,6 @@ +framework module Pods_ProjectOxfordFace_Example { + umbrella header "Pods-ProjectOxfordFace_Example-umbrella.h" + + export * + module * { export * } +} diff --git a/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Example/Pods-ProjectOxfordFace_Example.release.xcconfig b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Example/Pods-ProjectOxfordFace_Example.release.xcconfig new file mode 100644 index 0000000..8f4315c --- /dev/null +++ b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Example/Pods-ProjectOxfordFace_Example.release.xcconfig @@ -0,0 +1,6 @@ +GCC_PREPROCESSOR_DEFINITIONS = $(inherited) COCOAPODS=1 +LD_RUNPATH_SEARCH_PATHS = $(inherited) '@executable_path/Frameworks' '@loader_path/Frameworks' +OTHER_CFLAGS = $(inherited) -iquote "$CONFIGURATION_BUILD_DIR/ProjectOxfordFace.framework/Headers" +OTHER_LDFLAGS = $(inherited) -framework "ProjectOxfordFace" +PODS_FRAMEWORK_BUILD_PATH = $(BUILD_DIR)/$(CONFIGURATION)$(EFFECTIVE_PLATFORM_NAME)/Pods-ProjectOxfordFace_Example +PODS_ROOT = ${SRCROOT}/Pods \ No newline at end of file diff --git a/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Tests/Info.plist b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Tests/Info.plist new file mode 100644 index 0000000..6974542 --- /dev/null +++ b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Tests/Info.plist @@ -0,0 +1,26 @@ + + + + + CFBundleDevelopmentRegion + en + CFBundleExecutable + ${EXECUTABLE_NAME} + CFBundleIdentifier + org.cocoapods.${PRODUCT_NAME:rfc1034identifier} + CFBundleInfoDictionaryVersion + 6.0 + CFBundleName + ${PRODUCT_NAME} + CFBundlePackageType + FMWK + CFBundleShortVersionString + 1.0.0 + CFBundleSignature + ???? + CFBundleVersion + ${CURRENT_PROJECT_VERSION} + NSPrincipalClass + + + diff --git a/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Tests/Pods-ProjectOxfordFace_Tests-acknowledgements.markdown b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Tests/Pods-ProjectOxfordFace_Tests-acknowledgements.markdown new file mode 100644 index 0000000..1dbbc6f --- /dev/null +++ b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Tests/Pods-ProjectOxfordFace_Tests-acknowledgements.markdown @@ -0,0 +1,20 @@ +# Acknowledgements +This application makes use of the following third party libraries: + +## ProjectOxfordFace + +Project Oxford SDK + +Copyright (c) Microsoft Corporation + +All rights reserved. + +*This license applies only to the SDK code. Sample images are licensed separately, please refer to [LICENSE-IMAGE]()* + +MIT License + +Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the ""Software""), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: +The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +Generated by CocoaPods - http://cocoapods.org diff --git a/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Tests/Pods-ProjectOxfordFace_Tests-acknowledgements.plist b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Tests/Pods-ProjectOxfordFace_Tests-acknowledgements.plist new file mode 100644 index 0000000..7b15179 --- /dev/null +++ b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Tests/Pods-ProjectOxfordFace_Tests-acknowledgements.plist @@ -0,0 +1,50 @@ + + + + + PreferenceSpecifiers + + + FooterText + This application makes use of the following third party libraries: + Title + Acknowledgements + Type + PSGroupSpecifier + + + FooterText + Project Oxford SDK + +Copyright (c) Microsoft Corporation + +All rights reserved. + +*This license applies only to the SDK code. Sample images are licensed separately, please refer to [LICENSE-IMAGE](</LICENSE-IMAGE.md>)* + +MIT License + +Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the ""Software""), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: +The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + Title + ProjectOxfordFace + Type + PSGroupSpecifier + + + FooterText + Generated by CocoaPods - http://cocoapods.org + Title + + Type + PSGroupSpecifier + + + StringsTable + Acknowledgements + Title + Acknowledgements + + diff --git a/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Tests/Pods-ProjectOxfordFace_Tests-dummy.m b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Tests/Pods-ProjectOxfordFace_Tests-dummy.m new file mode 100644 index 0000000..d3396cb --- /dev/null +++ b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Tests/Pods-ProjectOxfordFace_Tests-dummy.m @@ -0,0 +1,5 @@ +#import +@interface PodsDummy_Pods_ProjectOxfordFace_Tests : NSObject +@end +@implementation PodsDummy_Pods_ProjectOxfordFace_Tests +@end diff --git a/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Tests/Pods-ProjectOxfordFace_Tests-frameworks.sh b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Tests/Pods-ProjectOxfordFace_Tests-frameworks.sh new file mode 100755 index 0000000..93a7e6c --- /dev/null +++ b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Tests/Pods-ProjectOxfordFace_Tests-frameworks.sh @@ -0,0 +1,91 @@ +#!/bin/sh +set -e + +echo "mkdir -p ${CONFIGURATION_BUILD_DIR}/${FRAMEWORKS_FOLDER_PATH}" +mkdir -p "${CONFIGURATION_BUILD_DIR}/${FRAMEWORKS_FOLDER_PATH}" + +SWIFT_STDLIB_PATH="${DT_TOOLCHAIN_DIR}/usr/lib/swift/${PLATFORM_NAME}" + +install_framework() +{ + if [ -r "${BUILT_PRODUCTS_DIR}/$1" ]; then + local source="${BUILT_PRODUCTS_DIR}/$1" + elif [ -r "${BUILT_PRODUCTS_DIR}/$(basename "$1")" ]; then + local source="${BUILT_PRODUCTS_DIR}/$(basename "$1")" + elif [ -r "$1" ]; then + local source="$1" + fi + + local destination="${CONFIGURATION_BUILD_DIR}/${FRAMEWORKS_FOLDER_PATH}" + + if [ -L "${source}" ]; then + echo "Symlinked..." + source="$(readlink "${source}")" + fi + + # use filter instead of exclude so missing patterns dont' throw errors + echo "rsync -av --filter \"- CVS/\" --filter \"- .svn/\" --filter \"- .git/\" --filter \"- .hg/\" --filter \"- Headers\" --filter \"- PrivateHeaders\" --filter \"- Modules\" \"${source}\" \"${destination}\"" + rsync -av --filter "- CVS/" --filter "- .svn/" --filter "- .git/" --filter "- .hg/" --filter "- Headers" --filter "- PrivateHeaders" --filter "- Modules" "${source}" "${destination}" + + local basename + basename="$(basename -s .framework "$1")" + binary="${destination}/${basename}.framework/${basename}" + if ! [ -r "$binary" ]; then + binary="${destination}/${basename}" + fi + + # Strip invalid architectures so "fat" simulator / device frameworks work on device + if [[ "$(file "$binary")" == *"dynamically linked shared library"* ]]; then + strip_invalid_archs "$binary" + fi + + # Resign the code if required by the build settings to avoid unstable apps + code_sign_if_enabled "${destination}/$(basename "$1")" + + # Embed linked Swift runtime libraries. No longer necessary as of Xcode 7. + if [ "${XCODE_VERSION_MAJOR}" -lt 7 ]; then + local swift_runtime_libs + swift_runtime_libs=$(xcrun otool -LX "$binary" | grep --color=never @rpath/libswift | sed -E s/@rpath\\/\(.+dylib\).*/\\1/g | uniq -u && exit ${PIPESTATUS[0]}) + for lib in $swift_runtime_libs; do + echo "rsync -auv \"${SWIFT_STDLIB_PATH}/${lib}\" \"${destination}\"" + rsync -auv "${SWIFT_STDLIB_PATH}/${lib}" "${destination}" + code_sign_if_enabled "${destination}/${lib}" + done + fi +} + +# Signs a framework with the provided identity +code_sign_if_enabled() { + if [ -n "${EXPANDED_CODE_SIGN_IDENTITY}" -a "${CODE_SIGNING_REQUIRED}" != "NO" -a "${CODE_SIGNING_ALLOWED}" != "NO" ]; then + # Use the current code_sign_identitiy + echo "Code Signing $1 with Identity ${EXPANDED_CODE_SIGN_IDENTITY_NAME}" + echo "/usr/bin/codesign --force --sign ${EXPANDED_CODE_SIGN_IDENTITY} --preserve-metadata=identifier,entitlements \"$1\"" + /usr/bin/codesign --force --sign ${EXPANDED_CODE_SIGN_IDENTITY} --preserve-metadata=identifier,entitlements "$1" + fi +} + +# Strip invalid architectures +strip_invalid_archs() { + binary="$1" + # Get architectures for current file + archs="$(lipo -info "$binary" | rev | cut -d ':' -f1 | rev)" + stripped="" + for arch in $archs; do + if ! [[ "${VALID_ARCHS}" == *"$arch"* ]]; then + # Strip non-valid architectures in-place + lipo -remove "$arch" -output "$binary" "$binary" || exit 1 + stripped="$stripped $arch" + fi + done + if [[ "$stripped" ]]; then + echo "Stripped $binary of architectures:$stripped" + fi +} + + +if [[ "$CONFIGURATION" == "Debug" ]]; then + install_framework "Pods-ProjectOxfordFace_Tests/ProjectOxfordFace.framework" +fi +if [[ "$CONFIGURATION" == "Release" ]]; then + install_framework "Pods-ProjectOxfordFace_Tests/ProjectOxfordFace.framework" +fi diff --git a/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Tests/Pods-ProjectOxfordFace_Tests-resources.sh b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Tests/Pods-ProjectOxfordFace_Tests-resources.sh new file mode 100755 index 0000000..16774fb --- /dev/null +++ b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Tests/Pods-ProjectOxfordFace_Tests-resources.sh @@ -0,0 +1,95 @@ +#!/bin/sh +set -e + +mkdir -p "${CONFIGURATION_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}" + +RESOURCES_TO_COPY=${PODS_ROOT}/resources-to-copy-${TARGETNAME}.txt +> "$RESOURCES_TO_COPY" + +XCASSET_FILES=() + +realpath() { + DIRECTORY="$(cd "${1%/*}" && pwd)" + FILENAME="${1##*/}" + echo "$DIRECTORY/$FILENAME" +} + +install_resource() +{ + case $1 in + *.storyboard) + echo "ibtool --reference-external-strings-file --errors --warnings --notices --output-format human-readable-text --compile ${CONFIGURATION_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/`basename \"$1\" .storyboard`.storyboardc ${PODS_ROOT}/$1 --sdk ${SDKROOT}" + ibtool --reference-external-strings-file --errors --warnings --notices --output-format human-readable-text --compile "${CONFIGURATION_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/`basename \"$1\" .storyboard`.storyboardc" "${PODS_ROOT}/$1" --sdk "${SDKROOT}" + ;; + *.xib) + echo "ibtool --reference-external-strings-file --errors --warnings --notices --output-format human-readable-text --compile ${CONFIGURATION_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/`basename \"$1\" .xib`.nib ${PODS_ROOT}/$1 --sdk ${SDKROOT}" + ibtool --reference-external-strings-file --errors --warnings --notices --output-format human-readable-text --compile "${CONFIGURATION_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/`basename \"$1\" .xib`.nib" "${PODS_ROOT}/$1" --sdk "${SDKROOT}" + ;; + *.framework) + echo "mkdir -p ${CONFIGURATION_BUILD_DIR}/${FRAMEWORKS_FOLDER_PATH}" + mkdir -p "${CONFIGURATION_BUILD_DIR}/${FRAMEWORKS_FOLDER_PATH}" + echo "rsync -av ${PODS_ROOT}/$1 ${CONFIGURATION_BUILD_DIR}/${FRAMEWORKS_FOLDER_PATH}" + rsync -av "${PODS_ROOT}/$1" "${CONFIGURATION_BUILD_DIR}/${FRAMEWORKS_FOLDER_PATH}" + ;; + *.xcdatamodel) + echo "xcrun momc \"${PODS_ROOT}/$1\" \"${CONFIGURATION_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/`basename "$1"`.mom\"" + xcrun momc "${PODS_ROOT}/$1" "${CONFIGURATION_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/`basename "$1" .xcdatamodel`.mom" + ;; + *.xcdatamodeld) + echo "xcrun momc \"${PODS_ROOT}/$1\" \"${CONFIGURATION_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/`basename "$1" .xcdatamodeld`.momd\"" + xcrun momc "${PODS_ROOT}/$1" "${CONFIGURATION_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/`basename "$1" .xcdatamodeld`.momd" + ;; + *.xcmappingmodel) + echo "xcrun mapc \"${PODS_ROOT}/$1\" \"${CONFIGURATION_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/`basename "$1" .xcmappingmodel`.cdm\"" + xcrun mapc "${PODS_ROOT}/$1" "${CONFIGURATION_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/`basename "$1" .xcmappingmodel`.cdm" + ;; + *.xcassets) + ABSOLUTE_XCASSET_FILE=$(realpath "${PODS_ROOT}/$1") + XCASSET_FILES+=("$ABSOLUTE_XCASSET_FILE") + ;; + /*) + echo "$1" + echo "$1" >> "$RESOURCES_TO_COPY" + ;; + *) + echo "${PODS_ROOT}/$1" + echo "${PODS_ROOT}/$1" >> "$RESOURCES_TO_COPY" + ;; + esac +} + +mkdir -p "${CONFIGURATION_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}" +rsync -avr --copy-links --no-relative --exclude '*/.svn/*' --files-from="$RESOURCES_TO_COPY" / "${CONFIGURATION_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}" +if [[ "${ACTION}" == "install" ]] && [[ "${SKIP_INSTALL}" == "NO" ]]; then + mkdir -p "${INSTALL_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}" + rsync -avr --copy-links --no-relative --exclude '*/.svn/*' --files-from="$RESOURCES_TO_COPY" / "${INSTALL_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}" +fi +rm -f "$RESOURCES_TO_COPY" + +if [[ -n "${WRAPPER_EXTENSION}" ]] && [ "`xcrun --find actool`" ] && [ -n "$XCASSET_FILES" ] +then + case "${TARGETED_DEVICE_FAMILY}" in + 1,2) + TARGET_DEVICE_ARGS="--target-device ipad --target-device iphone" + ;; + 1) + TARGET_DEVICE_ARGS="--target-device iphone" + ;; + 2) + TARGET_DEVICE_ARGS="--target-device ipad" + ;; + *) + TARGET_DEVICE_ARGS="--target-device mac" + ;; + esac + + # Find all other xcassets (this unfortunately includes those of path pods and other targets). + OTHER_XCASSETS=$(find "$PWD" -iname "*.xcassets" -type d) + while read line; do + if [[ $line != "`realpath $PODS_ROOT`*" ]]; then + XCASSET_FILES+=("$line") + fi + done <<<"$OTHER_XCASSETS" + + printf "%s\0" "${XCASSET_FILES[@]}" | xargs -0 xcrun actool --output-format human-readable-text --notices --warnings --platform "${PLATFORM_NAME}" --minimum-deployment-target "${IPHONEOS_DEPLOYMENT_TARGET}" ${TARGET_DEVICE_ARGS} --compress-pngs --compile "${BUILT_PRODUCTS_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}" +fi diff --git a/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Tests/Pods-ProjectOxfordFace_Tests-umbrella.h b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Tests/Pods-ProjectOxfordFace_Tests-umbrella.h new file mode 100644 index 0000000..82250ac --- /dev/null +++ b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Tests/Pods-ProjectOxfordFace_Tests-umbrella.h @@ -0,0 +1,6 @@ +#import + + +FOUNDATION_EXPORT double Pods_ProjectOxfordFace_TestsVersionNumber; +FOUNDATION_EXPORT const unsigned char Pods_ProjectOxfordFace_TestsVersionString[]; + diff --git a/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Tests/Pods-ProjectOxfordFace_Tests.debug.xcconfig b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Tests/Pods-ProjectOxfordFace_Tests.debug.xcconfig new file mode 100644 index 0000000..4d692b6 --- /dev/null +++ b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Tests/Pods-ProjectOxfordFace_Tests.debug.xcconfig @@ -0,0 +1,6 @@ +GCC_PREPROCESSOR_DEFINITIONS = $(inherited) COCOAPODS=1 +LD_RUNPATH_SEARCH_PATHS = $(inherited) '@executable_path/Frameworks' '@loader_path/Frameworks' +OTHER_CFLAGS = $(inherited) -iquote "$CONFIGURATION_BUILD_DIR/ProjectOxfordFace.framework/Headers" +OTHER_LDFLAGS = $(inherited) -framework "ProjectOxfordFace" +PODS_FRAMEWORK_BUILD_PATH = $(BUILD_DIR)/$(CONFIGURATION)$(EFFECTIVE_PLATFORM_NAME)/Pods-ProjectOxfordFace_Tests +PODS_ROOT = ${SRCROOT}/Pods \ No newline at end of file diff --git a/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Tests/Pods-ProjectOxfordFace_Tests.modulemap b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Tests/Pods-ProjectOxfordFace_Tests.modulemap new file mode 100644 index 0000000..a9d2352 --- /dev/null +++ b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Tests/Pods-ProjectOxfordFace_Tests.modulemap @@ -0,0 +1,6 @@ +framework module Pods_ProjectOxfordFace_Tests { + umbrella header "Pods-ProjectOxfordFace_Tests-umbrella.h" + + export * + module * { export * } +} diff --git a/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Tests/Pods-ProjectOxfordFace_Tests.release.xcconfig b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Tests/Pods-ProjectOxfordFace_Tests.release.xcconfig new file mode 100644 index 0000000..4d692b6 --- /dev/null +++ b/Face/iOS/Example/Pods/Target Support Files/Pods-ProjectOxfordFace_Tests/Pods-ProjectOxfordFace_Tests.release.xcconfig @@ -0,0 +1,6 @@ +GCC_PREPROCESSOR_DEFINITIONS = $(inherited) COCOAPODS=1 +LD_RUNPATH_SEARCH_PATHS = $(inherited) '@executable_path/Frameworks' '@loader_path/Frameworks' +OTHER_CFLAGS = $(inherited) -iquote "$CONFIGURATION_BUILD_DIR/ProjectOxfordFace.framework/Headers" +OTHER_LDFLAGS = $(inherited) -framework "ProjectOxfordFace" +PODS_FRAMEWORK_BUILD_PATH = $(BUILD_DIR)/$(CONFIGURATION)$(EFFECTIVE_PLATFORM_NAME)/Pods-ProjectOxfordFace_Tests +PODS_ROOT = ${SRCROOT}/Pods \ No newline at end of file diff --git a/Face/iOS/Example/Pods/Target Support Files/ProjectOxfordFace/Info.plist b/Face/iOS/Example/Pods/Target Support Files/ProjectOxfordFace/Info.plist new file mode 100644 index 0000000..849b9d1 --- /dev/null +++ b/Face/iOS/Example/Pods/Target Support Files/ProjectOxfordFace/Info.plist @@ -0,0 +1,26 @@ + + + + + CFBundleDevelopmentRegion + en + CFBundleExecutable + ${EXECUTABLE_NAME} + CFBundleIdentifier + org.cocoapods.${PRODUCT_NAME:rfc1034identifier} + CFBundleInfoDictionaryVersion + 6.0 + CFBundleName + ${PRODUCT_NAME} + CFBundlePackageType + FMWK + CFBundleShortVersionString + 1.0 + CFBundleSignature + ???? + CFBundleVersion + ${CURRENT_PROJECT_VERSION} + NSPrincipalClass + + + diff --git a/Face/iOS/Example/Pods/Target Support Files/ProjectOxfordFace/ProjectOxfordFace-dummy.m b/Face/iOS/Example/Pods/Target Support Files/ProjectOxfordFace/ProjectOxfordFace-dummy.m new file mode 100644 index 0000000..3b6568f --- /dev/null +++ b/Face/iOS/Example/Pods/Target Support Files/ProjectOxfordFace/ProjectOxfordFace-dummy.m @@ -0,0 +1,5 @@ +#import +@interface PodsDummy_ProjectOxfordFace : NSObject +@end +@implementation PodsDummy_ProjectOxfordFace +@end diff --git a/Face/iOS/Example/Pods/Target Support Files/ProjectOxfordFace/ProjectOxfordFace-prefix.pch b/Face/iOS/Example/Pods/Target Support Files/ProjectOxfordFace/ProjectOxfordFace-prefix.pch new file mode 100644 index 0000000..aa992a4 --- /dev/null +++ b/Face/iOS/Example/Pods/Target Support Files/ProjectOxfordFace/ProjectOxfordFace-prefix.pch @@ -0,0 +1,4 @@ +#ifdef __OBJC__ +#import +#endif + diff --git a/Face/iOS/Example/Pods/Target Support Files/ProjectOxfordFace/ProjectOxfordFace-umbrella.h b/Face/iOS/Example/Pods/Target Support Files/ProjectOxfordFace/ProjectOxfordFace-umbrella.h new file mode 100644 index 0000000..c49fcd7 --- /dev/null +++ b/Face/iOS/Example/Pods/Target Support Files/ProjectOxfordFace/ProjectOxfordFace-umbrella.h @@ -0,0 +1,29 @@ +#import + +#import "MPOAddPersistedFaceResult.h" +#import "MPOCandidate.h" +#import "MPOCreatePersonResult.h" +#import "MPOFace.h" +#import "MPOFaceAttributes.h" +#import "MPOFaceFeatureCoordinate.h" +#import "MPOFaceHeadPose.h" +#import "MPOFaceLandmarks.h" +#import "MPOFaceList.h" +#import "MPOFaceListMetadata.h" +#import "MPOFaceMetadata.h" +#import "MPOFaceRectangle.h" +#import "MPOFaceSDK.h" +#import "MPOFaceServiceClient.h" +#import "MPOFacialHair.h" +#import "MPOGroupResult.h" +#import "MPOIdentifyResult.h" +#import "MPOPerson.h" +#import "MPOPersonFace.h" +#import "MPOPersonGroup.h" +#import "MPOSimilarFace.h" +#import "MPOTrainingStatus.h" +#import "MPOVerifyResult.h" + +FOUNDATION_EXPORT double ProjectOxfordFaceVersionNumber; +FOUNDATION_EXPORT const unsigned char ProjectOxfordFaceVersionString[]; + diff --git a/Face/iOS/Example/Pods/Target Support Files/ProjectOxfordFace/ProjectOxfordFace.modulemap b/Face/iOS/Example/Pods/Target Support Files/ProjectOxfordFace/ProjectOxfordFace.modulemap new file mode 100644 index 0000000..742dda3 --- /dev/null +++ b/Face/iOS/Example/Pods/Target Support Files/ProjectOxfordFace/ProjectOxfordFace.modulemap @@ -0,0 +1,6 @@ +framework module ProjectOxfordFace { + umbrella header "ProjectOxfordFace-umbrella.h" + + export * + module * { export * } +} diff --git a/Face/iOS/Example/Pods/Target Support Files/ProjectOxfordFace/ProjectOxfordFace.xcconfig b/Face/iOS/Example/Pods/Target Support 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All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import + +@interface MPOActivityIndicatorViewController : UIViewController +@property (weak, nonatomic) IBOutlet UIView *activityBackgroundView; + +@end diff --git a/Face/iOS/Example/ProjectOxfordFace/MPOActivityIndicatorViewController.m b/Face/iOS/Example/ProjectOxfordFace/MPOActivityIndicatorViewController.m new file mode 100644 index 0000000..f96ee64 --- /dev/null +++ b/Face/iOS/Example/ProjectOxfordFace/MPOActivityIndicatorViewController.m @@ -0,0 +1,75 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + + +#import "MPOActivityIndicatorViewController.h" + +@interface MPOActivityIndicatorViewController () + +@end + +@implementation MPOActivityIndicatorViewController + +- (id)init +{ + self = [super initWithNibName:@"MPOActivityIndicatorViewController" bundle:nil]; + if (self) { + self.modalPresentationStyle = UIModalPresentationOverCurrentContext; + } + return self; +} + +- (void)viewDidLoad { + [super viewDidLoad]; + + self.activityBackgroundView.backgroundColor = [[UIColor blackColor] colorWithAlphaComponent:0.5]; + + [self.activityBackgroundView.layer setCornerRadius:15]; + + // Do any additional setup after loading the view from its nib. +} + +- (void)didReceiveMemoryWarning { + [super didReceiveMemoryWarning]; + // Dispose of any resources that can be recreated. +} + +/* +#pragma mark - Navigation + +// In a storyboard-based application, you will often want to do a little preparation before navigation +- (void)prepareForSegue:(UIStoryboardSegue *)segue sender:(id)sender { + // Get the new view controller using [segue destinationViewController]. + // Pass the selected object to the new view controller. +} +*/ + +@end diff --git a/Face/iOS/Example/ProjectOxfordFace/MPOActivityIndicatorViewController.xib b/Face/iOS/Example/ProjectOxfordFace/MPOActivityIndicatorViewController.xib new file mode 100644 index 0000000..e200dee --- /dev/null +++ b/Face/iOS/Example/ProjectOxfordFace/MPOActivityIndicatorViewController.xib @@ -0,0 +1,51 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/Face/iOS/Example/ProjectOxfordFace/MPOAppDelegate.h b/Face/iOS/Example/ProjectOxfordFace/MPOAppDelegate.h new file mode 100644 index 0000000..c9874aa --- /dev/null +++ b/Face/iOS/Example/ProjectOxfordFace/MPOAppDelegate.h @@ -0,0 +1,38 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +@import UIKit; + +@interface MPOAppDelegate : UIResponder + +@property (strong, nonatomic) UIWindow *window; + +@end diff --git a/Face/iOS/Example/ProjectOxfordFace/MPOAppDelegate.m b/Face/iOS/Example/ProjectOxfordFace/MPOAppDelegate.m new file mode 100644 index 0000000..3a6048e --- /dev/null +++ b/Face/iOS/Example/ProjectOxfordFace/MPOAppDelegate.m @@ -0,0 +1,69 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import "MPOAppDelegate.h" + +@implementation MPOAppDelegate + +- (BOOL)application:(UIApplication *)application didFinishLaunchingWithOptions:(NSDictionary *)launchOptions +{ + // Override point for customization after application launch. + return YES; +} + +- (void)applicationWillResignActive:(UIApplication *)application +{ + // Sent when the application is about to move from active to inactive state. This can occur for certain types of temporary interruptions (such as an incoming phone call or SMS message) or when the user quits the application and it begins the transition to the background state. + // Use this method to pause ongoing tasks, disable timers, and throttle down OpenGL ES frame rates. Games should use this method to pause the game. +} + +- (void)applicationDidEnterBackground:(UIApplication *)application +{ + // Use this method to release shared resources, save user data, invalidate timers, and store enough application state information to restore your application to its current state in case it is terminated later. + // If your application supports background execution, this method is called instead of applicationWillTerminate: when the user quits. +} + +- (void)applicationWillEnterForeground:(UIApplication *)application +{ + // Called as part of the transition from the background to the inactive state; here you can undo many of the changes made on entering the background. +} + +- (void)applicationDidBecomeActive:(UIApplication *)application +{ + // Restart any tasks that were paused (or not yet started) while the application was inactive. If the application was previously in the background, optionally refresh the user interface. +} + +- (void)applicationWillTerminate:(UIApplication *)application +{ + // Called when the application is about to terminate. Save data if appropriate. See also applicationDidEnterBackground:. +} + +@end diff --git a/Face/iOS/Example/ProjectOxfordFace/MPODemoConstants.h b/Face/iOS/Example/ProjectOxfordFace/MPODemoConstants.h new file mode 100644 index 0000000..e39c900 --- /dev/null +++ b/Face/iOS/Example/ProjectOxfordFace/MPODemoConstants.h @@ -0,0 +1,35 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#ifndef MPODemoConstants_h +#define MPODemoConstants_h +static NSString *const ProjectOxfordFaceSubscriptionKey = @"INSERT YOUR SUBSCRIPTION KEY HERE"; +#endif /* MPODemoConstants_h */ diff --git a/Face/iOS/Example/ProjectOxfordFace/MPODemoViewController.h b/Face/iOS/Example/ProjectOxfordFace/MPODemoViewController.h new file mode 100644 index 0000000..0e3d6c3 --- /dev/null +++ b/Face/iOS/Example/ProjectOxfordFace/MPODemoViewController.h @@ -0,0 +1,36 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +@import UIKit; + +@interface MPODemoViewController : UIViewController + +@end diff --git a/Face/iOS/Example/ProjectOxfordFace/MPODemoViewController.m b/Face/iOS/Example/ProjectOxfordFace/MPODemoViewController.m new file mode 100644 index 0000000..8edbb7c --- /dev/null +++ b/Face/iOS/Example/ProjectOxfordFace/MPODemoViewController.m @@ -0,0 +1,69 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import "MPODemoViewController.h" +#import "MPODemoConstants.h" +@interface MPODemoViewController () + +@end + +@implementation MPODemoViewController + +- (void)viewDidLoad +{ + [super viewDidLoad]; + + if ([ProjectOxfordFaceSubscriptionKey isEqualToString:@"INSERT YOUR SUBSCRIPTION KEY HERE"]) { + + + UIAlertController *alertController = [UIAlertController alertControllerWithTitle:@"Project Oxford Subscription Key Not Entered" + message:@"Please obtain an subscription key from http://projectoxford.ai and enter it in the MPODemoConstants.h file" + preferredStyle:UIAlertControllerStyleAlert]; + + UIAlertAction *okAction = [UIAlertAction actionWithTitle:@"OK" + style:UIAlertActionStyleDefault + handler:nil]; + [alertController addAction:okAction]; + [self presentViewController:alertController animated:YES completion:nil]; + + + } + + // Do any additional setup after loading the view, typically from a nib. +} + +- (void)didReceiveMemoryWarning +{ + [super didReceiveMemoryWarning]; + // Dispose of any resources that can be recreated. +} + +@end diff --git a/Face/iOS/Example/ProjectOxfordFace/MPODetectionCollectionViewCell.h b/Face/iOS/Example/ProjectOxfordFace/MPODetectionCollectionViewCell.h new file mode 100644 index 0000000..3dc5fae --- /dev/null +++ b/Face/iOS/Example/ProjectOxfordFace/MPODetectionCollectionViewCell.h @@ -0,0 +1,42 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import + +@interface MPODetectionCollectionViewCell : UICollectionViewCell +@property (weak, nonatomic) IBOutlet UILabel *ageLabel; +@property (weak, nonatomic) IBOutlet UILabel *genderLabel; +@property (weak, nonatomic) IBOutlet UILabel *headPoseLabel; +@property (weak, nonatomic) IBOutlet UILabel *moustacheLabel; +@property (weak, nonatomic) IBOutlet UILabel *smileLabel; +@property (weak, nonatomic) IBOutlet UIImageView *imageView; + +@end diff --git a/Face/iOS/Example/ProjectOxfordFace/MPODetectionCollectionViewCell.m b/Face/iOS/Example/ProjectOxfordFace/MPODetectionCollectionViewCell.m new file mode 100644 index 0000000..ffacff2 --- /dev/null +++ b/Face/iOS/Example/ProjectOxfordFace/MPODetectionCollectionViewCell.m @@ -0,0 +1,34 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +#import "MPODetectionCollectionViewCell.h" + +@implementation MPODetectionCollectionViewCell +@end diff --git a/Face/iOS/Example/ProjectOxfordFace/MPODetectionViewController.h b/Face/iOS/Example/ProjectOxfordFace/MPODetectionViewController.h new file mode 100644 index 0000000..b9a7d9a --- /dev/null +++ b/Face/iOS/Example/ProjectOxfordFace/MPODetectionViewController.h @@ -0,0 +1,40 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import + +@interface MPODetectionViewController : UIViewController +@property (weak, nonatomic) IBOutlet UIImageView *imageView; +@property (weak, nonatomic) IBOutlet UICollectionView *collectionView; +@property (weak, nonatomic) IBOutlet UILabel *numberOfFacesDetectedLabel; +- (IBAction)selectImageButtonPressed:(id)sender; +- (IBAction)detectionButtonPressed:(id)sender; +@end diff --git a/Face/iOS/Example/ProjectOxfordFace/MPODetectionViewController.m b/Face/iOS/Example/ProjectOxfordFace/MPODetectionViewController.m new file mode 100644 index 0000000..2897942 --- /dev/null +++ b/Face/iOS/Example/ProjectOxfordFace/MPODetectionViewController.m @@ -0,0 +1,191 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import "MPODetectionViewController.h" +#import "MPODetectionCollectionViewCell.h" +#import +#import "MPOUtilities.h" +#import "MPODemoConstants.h" +#import "MPOActivityIndicatorViewController.h" +@interface MPODetectionFaceCellObject : NSObject +@property (nonatomic, strong) UIImage *croppedFaceImage; +@property (nonatomic, strong) NSString *ageText; +@property (nonatomic, strong) NSString *genderText; +@property (nonatomic, strong) NSString *headPoseText; +@property (nonatomic, strong) NSString *moustacheText; +@property (nonatomic, strong) NSString *smileText; +@end + +@implementation MPODetectionFaceCellObject +@end + +@interface MPODetectionViewController () +@property (nonatomic, strong) NSMutableArray *faceCellObjects; +@end + +@implementation MPODetectionViewController + +- (void)viewDidLoad { + [super viewDidLoad]; + self.collectionView.dataSource = self; + self.collectionView.delegate = self; + + self.faceCellObjects = [[NSMutableArray alloc] init]; + + // Do any additional setup after loading the view. +} + +- (void)didReceiveMemoryWarning { + [super didReceiveMemoryWarning]; + // Dispose of any resources that can be recreated. +} +/* +#pragma mark - Navigation + +// In a storyboard-based application, you will often want to do a little preparation before navigation +- (void)prepareForSegue:(UIStoryboardSegue *)segue sender:(id)sender { + // Get the new view controller using [segue destinationViewController]. + // Pass the selected object to the new view controller. +} +*/ + +- (IBAction)selectImageButtonPressed:(id)sender { + + UIAlertController *actionSheet = [UIAlertController alertControllerWithTitle:@"Select a photo" message:nil preferredStyle:UIAlertControllerStyleActionSheet]; + + UIImagePickerController *picker = [[UIImagePickerController alloc] init]; + picker.delegate = self; + picker.allowsEditing = YES; + picker.sourceType = UIImagePickerControllerSourceTypePhotoLibrary; + + + [actionSheet addAction:[UIAlertAction actionWithTitle:@"Cancel" style:UIAlertActionStyleCancel handler:^(UIAlertAction *action) { + [self dismissViewControllerAnimated:YES completion:nil]; + }]]; + + [actionSheet addAction:[UIAlertAction actionWithTitle:@"Use Camera" style:UIAlertActionStyleDefault handler:^(UIAlertAction *action) { + picker.sourceType = UIImagePickerControllerSourceTypeCamera; + [self dismissViewControllerAnimated:YES completion:nil]; + [self presentViewController:picker animated:YES completion:nil]; + + }]]; + + [actionSheet addAction:[UIAlertAction actionWithTitle:@"Use Gallery" style:UIAlertActionStyleDefault handler:^(UIAlertAction *action) { + picker.sourceType = UIImagePickerControllerSourceTypePhotoLibrary; + [self dismissViewControllerAnimated:YES completion:nil]; + [self presentViewController:picker animated:YES completion:nil]; + + }]]; + + // Present action sheet. + [self presentViewController:actionSheet animated:YES completion:nil]; + +} +- (void)runDetection { + + //remove any existing faces, if we have run detection previously + [self.faceCellObjects removeAllObjects]; + + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:ProjectOxfordFaceSubscriptionKey]; + + NSData *data = UIImageJPEGRepresentation(self.imageView.image, 0.8); + + //show loading indicator + MPOActivityIndicatorViewController *indicatorViewController = [[MPOActivityIndicatorViewController alloc] init]; + [self presentViewController:indicatorViewController animated:YES completion:nil]; + + [client detectWithData:data returnFaceId:YES returnFaceLandmarks:YES returnFaceAttributes:@[@(MPOFaceAttributeTypeAge), @(MPOFaceAttributeTypeFacialHair), @(MPOFaceAttributeTypeHeadPose), @(MPOFaceAttributeTypeSmile), @(MPOFaceAttributeTypeGender)] completionBlock:^(NSArray *collection, NSError *error) { + + if (error) { + NSLog(@"Error: %@", error); + } + else { + self.numberOfFacesDetectedLabel.text = [NSString stringWithFormat:@"%@ face detected", @(collection.count)]; + + for (MPOFace *face in collection) { + UIImage *croppedImage = [MPOUtilities cropImageToFaceRectangle:self.imageView.image faceRectangle:face.faceRectangle]; + + MPODetectionFaceCellObject *obj = [[MPODetectionFaceCellObject alloc] init]; + obj.croppedFaceImage = croppedImage; + obj.ageText = [NSString stringWithFormat:@"Age: %@", face.attributes.age.stringValue]; + obj.genderText = [NSString stringWithFormat:@"Gender: %@", face.attributes.gender]; + obj.headPoseText = [NSString stringWithFormat:@"Head Pose(in degrees): roll(%@), yaw(%@)", face.attributes.headPose.roll.stringValue, face.attributes.headPose.yaw.stringValue]; + obj.moustacheText = [NSString stringWithFormat:@"Moustache: %@, Beard %@", face.attributes.facialHair.mustache.stringValue, face.attributes.facialHair.beard.stringValue]; + obj.smileText = [NSString stringWithFormat:@"Smile: %@", face.attributes.smile]; + + [self.faceCellObjects addObject:obj]; + + } + [self.collectionView reloadData]; + + } + + //hide loading indicator + [self dismissViewControllerAnimated:YES completion:nil]; + }]; +} +- (void)imagePickerController:(UIImagePickerController *)picker didFinishPickingMediaWithInfo:(NSDictionary *)info { + + UIImage *chosenImage = info[UIImagePickerControllerEditedImage]; + self.imageView.image = chosenImage; + [picker dismissViewControllerAnimated:YES completion:nil]; +} + +- (IBAction)detectionButtonPressed:(id)sender { + + if (self.imageView.image) { + [self runDetection]; + } +} + +- (NSInteger)collectionView:(UICollectionView *)collectionView numberOfItemsInSection:(NSInteger)section +{ + return [self.faceCellObjects count]; +} +- (UICollectionViewCell *)collectionView:(UICollectionView *)collectionView cellForItemAtIndexPath:(NSIndexPath *)indexPath +{ + MPODetectionCollectionViewCell *cell = [collectionView dequeueReusableCellWithReuseIdentifier:@"cell" forIndexPath:indexPath]; + + MPODetectionFaceCellObject *obj = [self.faceCellObjects objectAtIndex:indexPath.row]; + + cell.ageLabel.text = obj.ageText; + cell.genderLabel.text = obj.genderText; + cell.headPoseLabel.text = obj.headPoseText; + cell.moustacheLabel.text = obj.moustacheText; + cell.smileLabel.text = obj.smileText; + cell.imageView.image = obj.croppedFaceImage; + + return cell; +} +- (CGSize)collectionView:(UICollectionView *)collectionView layout:(UICollectionViewLayout*)collectionViewLayout sizeForItemAtIndexPath:(NSIndexPath *)indexPath { + return CGSizeMake(self.collectionView.frame.size.width, 140); +} +@end diff --git a/Face/iOS/Example/ProjectOxfordFace/MPOGroupingFaceCellObject.h b/Face/iOS/Example/ProjectOxfordFace/MPOGroupingFaceCellObject.h new file mode 100644 index 0000000..356c84a --- /dev/null +++ b/Face/iOS/Example/ProjectOxfordFace/MPOGroupingFaceCellObject.h @@ -0,0 +1,39 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + + +#import +#import + +@interface MPOGroupingFaceCellObject : NSObject +@property (nonatomic, strong) UIImage *croppedFaceImage; +@property (nonatomic, strong) MPOFace *face; +@end diff --git a/Face/iOS/Example/ProjectOxfordFace/MPOGroupingFaceCellObject.m b/Face/iOS/Example/ProjectOxfordFace/MPOGroupingFaceCellObject.m new file mode 100644 index 0000000..7db338a --- /dev/null +++ b/Face/iOS/Example/ProjectOxfordFace/MPOGroupingFaceCellObject.m @@ -0,0 +1,38 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + + +#import "MPOGroupingFaceCellObject.h" + +@implementation MPOGroupingFaceCellObject + +@end + diff --git a/Face/iOS/Example/ProjectOxfordFace/MPOGroupingTableViewCell.h b/Face/iOS/Example/ProjectOxfordFace/MPOGroupingTableViewCell.h new file mode 100644 index 0000000..affe271 --- /dev/null +++ b/Face/iOS/Example/ProjectOxfordFace/MPOGroupingTableViewCell.h @@ -0,0 +1,38 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + + +#import + +@interface MPOGroupingTableViewCell : UITableViewCell +@property (weak, nonatomic) IBOutlet UICollectionView *collectionView; +@property (strong, nonatomic) NSArray *group; +@end diff --git a/Face/iOS/Example/ProjectOxfordFace/MPOGroupingTableViewCell.m b/Face/iOS/Example/ProjectOxfordFace/MPOGroupingTableViewCell.m new file mode 100644 index 0000000..eeef8d1 --- /dev/null +++ b/Face/iOS/Example/ProjectOxfordFace/MPOGroupingTableViewCell.m @@ -0,0 +1,55 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + + +#import "MPOGroupingTableViewCell.h" +#import "MPOImageCollectionViewCell.h" +#import "MPOGroupingFaceCellObject.h" +@implementation MPOGroupingTableViewCell +- (NSInteger)collectionView:(UICollectionView *)collectionView numberOfItemsInSection:(NSInteger)section +{ + return [self.group count]; +} +- (UICollectionViewCell *)collectionView:(UICollectionView *)collectionView cellForItemAtIndexPath:(NSIndexPath *)indexPath +{ + MPOImageCollectionViewCell *cell = [collectionView dequeueReusableCellWithReuseIdentifier:@"groupCell" forIndexPath:indexPath]; + + MPOGroupingFaceCellObject *obj = [self.group objectAtIndex:indexPath.row]; + + cell.imageView.image = obj.croppedFaceImage; + + return cell; +} +- (CGSize)collectionView:(UICollectionView *)collectionView layout:(UICollectionViewLayout*)collectionViewLayout sizeForItemAtIndexPath:(NSIndexPath *)indexPath { + return CGSizeMake(70, self.collectionView.frame.size.height); +} + +@end diff --git a/Face/iOS/Example/ProjectOxfordFace/MPOGroupingViewController.h b/Face/iOS/Example/ProjectOxfordFace/MPOGroupingViewController.h new file mode 100644 index 0000000..423025b --- /dev/null +++ b/Face/iOS/Example/ProjectOxfordFace/MPOGroupingViewController.h @@ -0,0 +1,41 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import + +@interface MPOGroupingViewController : UIViewController +@property (weak, nonatomic) IBOutlet UILabel *numberOfFacesDetectedLabel; +@property (weak, nonatomic) IBOutlet UICollectionView *facesCollectionView; +- (IBAction)addFacesButtonPressed:(id)sender; +- (IBAction)groupButtonPressed:(id)sender; +@property (weak, nonatomic) IBOutlet UICollectionView *collectionView; +@property (weak, nonatomic) IBOutlet UITableView *tableView; +@end diff --git a/Face/iOS/Example/ProjectOxfordFace/MPOGroupingViewController.m b/Face/iOS/Example/ProjectOxfordFace/MPOGroupingViewController.m new file mode 100644 index 0000000..ffb8510 --- /dev/null +++ b/Face/iOS/Example/ProjectOxfordFace/MPOGroupingViewController.m @@ -0,0 +1,257 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + + +#import "MPOGroupingViewController.h" +#import "MPOUtilities.h" +#import +#import "MPOImageCollectionViewCell.h" +#import "MPOGroupingTableViewCell.h" +#import "MPOGroupingFaceCellObject.h" +#import "MPODemoConstants.h" +#import "MPOActivityIndicatorViewController.h" +@interface MPOGroupingViewController () +@property (nonatomic, strong) NSMutableArray *faceCellObjects; +@property (nonatomic, strong) UIImage *lastSelectedImage; +@property (nonatomic, strong) NSMutableArray *groupingResults; +@property (nonatomic, assign) BOOL messyGroupExists; +@end + + +@implementation MPOGroupingViewController +- (void)viewDidLoad { + [super viewDidLoad]; + self.facesCollectionView.dataSource = self; + self.tableView.dataSource = self; + + self.faceCellObjects = [[NSMutableArray alloc] init]; + self.groupingResults = [[NSMutableArray alloc] init]; + + self.numberOfFacesDetectedLabel.text = @"0 faces detected"; +} + +- (IBAction)addFacesButtonPressed:(id)sender { + [self displaySelectionImageActionSheet]; +} + +- (IBAction)groupButtonPressed:(id)sender { + //show loading indicator + MPOActivityIndicatorViewController *indicatorViewController = [[MPOActivityIndicatorViewController alloc] init]; + [self presentViewController:indicatorViewController animated:YES completion:nil]; + + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:ProjectOxfordFaceSubscriptionKey]; + + NSMutableArray *faceIds = [[NSMutableArray alloc] init]; + + for (MPOGroupingFaceCellObject *obj in self.faceCellObjects) { + [faceIds addObject:obj.face.faceId]; + } + + NSMutableArray *allGroups = [[NSMutableArray alloc] init]; + + [client groupWithFaceIds:faceIds completionBlock:^(MPOGroupResult *groupResult, NSError *error) { + + //add all of the normal group members if they exist + for (NSArray *group in groupResult.groups) { + + NSMutableArray *currentGroup = [[NSMutableArray alloc] init]; + + for (NSString *faceId in group) { + [currentGroup addObject:[self cellForFaceId:faceId]]; + } + + [allGroups addObject:currentGroup]; + } + + //add all of the messey group members if they exist + if (groupResult.messeyGroup.count != 0) { + NSMutableArray *allGroupsMessyGroup = [[NSMutableArray alloc] init]; + + for (NSString *faceId in groupResult.messeyGroup) { + + [allGroupsMessyGroup addObject:[self cellForFaceId:faceId]]; + } + + [allGroups addObject:allGroupsMessyGroup]; + + self.messyGroupExists = TRUE; + } + else { + self.messyGroupExists = FALSE; + } + + self.groupingResults = allGroups; + [self.tableView reloadData]; + + //hide loading indicator + [self dismissViewControllerAnimated:YES completion:nil]; + }]; +} + +- (MPOGroupingFaceCellObject *)cellForFaceId:(NSString *)faceId { + + MPOGroupingFaceCellObject *target = nil; + + for (MPOGroupingFaceCellObject *obj in self.faceCellObjects) { + + if ([obj.face.faceId isEqualToString:faceId]) { + target = obj; + } + } + + return target; +} + +- (void)runDetection { + + //show loading indicator + MPOActivityIndicatorViewController *indicatorViewController = [[MPOActivityIndicatorViewController alloc] init]; + [self presentViewController:indicatorViewController animated:YES completion:nil]; + + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:ProjectOxfordFaceSubscriptionKey]; + + NSData *data = UIImageJPEGRepresentation(self.lastSelectedImage, 0.8); + [client detectWithData:data returnFaceId:YES returnFaceLandmarks:YES returnFaceAttributes:@[] completionBlock:^(NSArray *collection, NSError *error) { + + if (error) { + NSLog(@"Error: %@", error); + } + else { + + for (MPOFace *face in collection) { + UIImage *croppedImage = [MPOUtilities cropImageToFaceRectangle:self.lastSelectedImage faceRectangle:face.faceRectangle]; + + MPOGroupingFaceCellObject *obj = [[MPOGroupingFaceCellObject alloc] init]; + obj.croppedFaceImage = croppedImage; + obj.face = face; + [self.faceCellObjects addObject:obj]; + + } + + self.numberOfFacesDetectedLabel.text = [NSString stringWithFormat:@"%@ faces detected", @(self.faceCellObjects.count)]; + + [self.facesCollectionView reloadData]; + + //hide loading indicator + [self dismissViewControllerAnimated:YES completion:nil]; + } + }]; +} +- (void)imagePickerController:(UIImagePickerController *)picker didFinishPickingMediaWithInfo:(NSDictionary *)info { + + UIImage *chosenImage = info[UIImagePickerControllerEditedImage]; + self.lastSelectedImage = chosenImage; + [picker dismissViewControllerAnimated:YES completion:nil]; + + if (chosenImage != nil) { + [self runDetection]; + } +} +- (void)displaySelectionImageActionSheet { + + UIAlertController *actionSheet = [UIAlertController alertControllerWithTitle:@"Select a photo" message:nil preferredStyle:UIAlertControllerStyleActionSheet]; + + UIImagePickerController *picker = [[UIImagePickerController alloc] init]; + picker.delegate = self; + picker.allowsEditing = YES; + picker.sourceType = UIImagePickerControllerSourceTypePhotoLibrary; + + + [actionSheet addAction:[UIAlertAction actionWithTitle:@"Cancel" style:UIAlertActionStyleCancel handler:^(UIAlertAction *action) { + [self dismissViewControllerAnimated:YES completion:nil]; + }]]; + + [actionSheet addAction:[UIAlertAction actionWithTitle:@"Use Camera" style:UIAlertActionStyleDefault handler:^(UIAlertAction *action) { + picker.sourceType = UIImagePickerControllerSourceTypeCamera; + [self dismissViewControllerAnimated:YES completion:nil]; + [self presentViewController:picker animated:YES completion:nil]; + }]]; + + [actionSheet addAction:[UIAlertAction actionWithTitle:@"Use Gallery" style:UIAlertActionStyleDefault handler:^(UIAlertAction *action) { + picker.sourceType = UIImagePickerControllerSourceTypePhotoLibrary; + [self dismissViewControllerAnimated:YES completion:nil]; + [self presentViewController:picker animated:YES completion:nil]; + }]]; + + // Present action sheet. + [self presentViewController:actionSheet animated:YES completion:nil]; + +} + +- (NSInteger)collectionView:(UICollectionView *)collectionView numberOfItemsInSection:(NSInteger)section +{ + return [self.faceCellObjects count]; +} +- (UICollectionViewCell *)collectionView:(UICollectionView *)collectionView cellForItemAtIndexPath:(NSIndexPath *)indexPath +{ + MPOImageCollectionViewCell *cell = [collectionView dequeueReusableCellWithReuseIdentifier:@"cell" forIndexPath:indexPath]; + + MPOGroupingFaceCellObject *obj = [self.faceCellObjects objectAtIndex:indexPath.row]; + + cell.imageView.image = obj.croppedFaceImage; + + return cell; +} +- (CGSize)collectionView:(UICollectionView *)collectionView layout:(UICollectionViewLayout*)collectionViewLayout sizeForItemAtIndexPath:(NSIndexPath *)indexPath { + return CGSizeMake(70, 70); +} + +- (NSInteger)numberOfSectionsInTableView:(UITableView *)theTableView +{ + return [self.groupingResults count]; +} + +- (NSInteger)tableView:(UITableView *)theTableView numberOfRowsInSection: (NSInteger)section +{ + return 1; +} + +- (NSString *)tableView:(UITableView *)tableView titleForHeaderInSection:(NSInteger)section { + if (self.messyGroupExists && section == self.groupingResults.count - 1) { + return @"Messy Group"; + } + else { + return [NSString stringWithFormat:@"Group %@", @(section)]; + } +} +- (UITableViewCell *)tableView:(UITableView *)tableView cellForRowAtIndexPath:(NSIndexPath *)indexPath +{ + MPOGroupingTableViewCell *cell = [tableView dequeueReusableCellWithIdentifier:@"cell"]; + + NSArray *currentGroup = [self.groupingResults objectAtIndex:indexPath.section]; + + cell.group = currentGroup; + [cell.collectionView reloadData]; + + return cell; +} + +@end diff --git a/Face/iOS/Example/ProjectOxfordFace/MPOImageCollectionViewCell.h b/Face/iOS/Example/ProjectOxfordFace/MPOImageCollectionViewCell.h new file mode 100644 index 0000000..fb58f65 --- /dev/null +++ b/Face/iOS/Example/ProjectOxfordFace/MPOImageCollectionViewCell.h @@ -0,0 +1,35 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +#import + +@interface MPOImageCollectionViewCell : UICollectionViewCell +@property (weak, nonatomic) IBOutlet UIImageView *imageView; +@end diff --git a/Face/iOS/Example/ProjectOxfordFace/MPOImageCollectionViewCell.m b/Face/iOS/Example/ProjectOxfordFace/MPOImageCollectionViewCell.m new file mode 100644 index 0000000..b64f4f7 --- /dev/null +++ b/Face/iOS/Example/ProjectOxfordFace/MPOImageCollectionViewCell.m @@ -0,0 +1,36 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import "MPOImageCollectionViewCell.h" + +@implementation MPOImageCollectionViewCell + +@end diff --git a/Face/iOS/Example/ProjectOxfordFace/MPOUtilities.h b/Face/iOS/Example/ProjectOxfordFace/MPOUtilities.h new file mode 100644 index 0000000..8d9a36b --- /dev/null +++ b/Face/iOS/Example/ProjectOxfordFace/MPOUtilities.h @@ -0,0 +1,35 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +#import +#import +@interface MPOUtilities : NSObject ++ (UIImage *)cropImageToFaceRectangle:(UIImage *)image faceRectangle:(MPOFaceRectangle *)faceRectangle; +@end diff --git a/Face/iOS/Example/ProjectOxfordFace/MPOUtilities.m b/Face/iOS/Example/ProjectOxfordFace/MPOUtilities.m new file mode 100644 index 0000000..b35069f --- /dev/null +++ b/Face/iOS/Example/ProjectOxfordFace/MPOUtilities.m @@ -0,0 +1,49 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import "MPOUtilities.h" +@implementation MPOUtilities ++ (UIImage *)cropImageToFaceRectangle:(UIImage *)image faceRectangle:(MPOFaceRectangle *)faceRectangle { + CGRect rect = CGRectMake(0, 0, 0, 0); + rect.size.width = [faceRectangle.width integerValue]; + rect.size.height = [faceRectangle.height integerValue]; + rect.origin.y = [faceRectangle.top integerValue]; + rect.origin.x = [faceRectangle.left integerValue]; + + CGImageRef imageRef = CGImageCreateWithImageInRect ([image CGImage], rect); + + UIImage *croppedImage = [UIImage imageWithCGImage: imageRef]; + + CGImageRelease (imageRef); + + return croppedImage; +} +@end diff --git a/Face/iOS/Example/ProjectOxfordFace/MPOVerificationViewController.h b/Face/iOS/Example/ProjectOxfordFace/MPOVerificationViewController.h new file mode 100644 index 0000000..0dcd526 --- /dev/null +++ b/Face/iOS/Example/ProjectOxfordFace/MPOVerificationViewController.h @@ -0,0 +1,43 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import + +@interface MPOVerificationViewController : UIViewController +@property (weak, nonatomic) IBOutlet UIImageView *firstFaceImageView; +@property (weak, nonatomic) IBOutlet UIImageView *secondFaceImageView; +@property (weak, nonatomic) IBOutlet UICollectionView *firstFaceCollectionView; +@property (weak, nonatomic) IBOutlet UICollectionView *secondFaceCollectionView; +- (IBAction)firstFaceSelectImageButtonPressed:(id)sender; +- (IBAction)secondFaceSelectImageButtonPressed:(id)sender; +- (IBAction)verifyButtonPressed:(id)sender; + +@end diff --git a/Face/iOS/Example/ProjectOxfordFace/MPOVerificationViewController.m b/Face/iOS/Example/ProjectOxfordFace/MPOVerificationViewController.m new file mode 100644 index 0000000..ba4c4b9 --- /dev/null +++ b/Face/iOS/Example/ProjectOxfordFace/MPOVerificationViewController.m @@ -0,0 +1,292 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import "MPOVerificationViewController.h" +#import +#import "MPOUtilities.h" +#import "MPOImageCollectionViewCell.h" +#import "MPODemoConstants.h" +#import "MPOActivityIndicatorViewController.h" +@interface MPOVerificationFaceCellObject : NSObject +@property (nonatomic, strong) MPOFace *face; +@property (nonatomic, strong) UIImage *croppedFaceImage; +@end + +@implementation MPOVerificationFaceCellObject +@end + +@interface MPOVerificationViewController () +@property (nonatomic, assign) NSInteger imageViewIndexSelected; +@property (nonatomic, strong) NSMutableArray *firstFaceCellObjects; +@property (nonatomic, strong) NSMutableArray *secondFaceCellObjects; +@property (nonatomic, assign) NSInteger indexOfFirstSelectedFace; +@property (nonatomic, assign) NSInteger indexOfSecondSelectedFace; +@end + +@implementation MPOVerificationViewController + +- (void)viewDidLoad { + [super viewDidLoad]; + + self.firstFaceCellObjects = [[NSMutableArray alloc] init]; + self.secondFaceCellObjects = [[NSMutableArray alloc] init]; + + // Do any additional setup after loading the view. +} + +- (void)didReceiveMemoryWarning { + [super didReceiveMemoryWarning]; + // Dispose of any resources that can be recreated. +} + +/* +#pragma mark - Navigation + +// In a storyboard-based application, you will often want to do a little preparation before navigation +- (void)prepareForSegue:(UIStoryboardSegue *)segue sender:(id)sender { + // Get the new view controller using [segue destinationViewController]. + // Pass the selected object to the new view controller. +} +*/ + + +- (IBAction)verifyButtonPressed:(id)sender { + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:ProjectOxfordFaceSubscriptionKey]; + + if ([self.firstFaceCellObjects count] != 0 && [self.secondFaceCellObjects count] != 0 ) { + + //show loading indicator + MPOActivityIndicatorViewController *indicatorViewController = [[MPOActivityIndicatorViewController alloc] init]; + [self presentViewController:indicatorViewController animated:YES completion:nil]; + + MPOVerificationFaceCellObject *firstSelectedFaceCellObject = self.firstFaceCellObjects[self.indexOfFirstSelectedFace]; + MPOVerificationFaceCellObject *secondSelectedFaceCellObject = self.secondFaceCellObjects[self.indexOfSecondSelectedFace]; + + [client verifyWithFirstFaceId:firstSelectedFaceCellObject.face.faceId faceId2:secondSelectedFaceCellObject.face.faceId completionBlock:^(MPOVerifyResult *verifyResult, NSError *error) { + + //hide loading indicator + [self dismissViewControllerAnimated:YES completion:nil]; + + if (error) { + NSLog(@"Error: %@", error); + } + else { + NSString *message; + + if (verifyResult.isIdentical) { + message = [NSString stringWithFormat:@"The person is the same. The confidence is %@", verifyResult.confidence]; + } + else { + message = [NSString stringWithFormat:@"The person is not the same. The confidence is %@", verifyResult.confidence]; + } + + UIAlertController *alertController = [UIAlertController alertControllerWithTitle:@"Verification Result" + message:message + preferredStyle:UIAlertControllerStyleAlert]; + + UIAlertAction *okAction = [UIAlertAction actionWithTitle:@"OK" + style:UIAlertActionStyleDefault + handler:nil]; + [alertController addAction:okAction]; + [self presentViewController:alertController animated:YES completion:nil]; + + } + + }]; + } +} + + +- (IBAction)firstFaceSelectImageButtonPressed:(id)sender { + self.imageViewIndexSelected = 0; + [self displaySelectionImageActionSheet]; + [self.firstFaceCellObjects removeAllObjects]; +} + +- (IBAction)secondFaceSelectImageButtonPressed:(id)sender { + self.imageViewIndexSelected = 1; + [self displaySelectionImageActionSheet]; + [self.secondFaceCellObjects removeAllObjects]; +} + +- (void)displaySelectionImageActionSheet { + + UIAlertController *actionSheet = [UIAlertController alertControllerWithTitle:@"Select a photo" message:nil preferredStyle:UIAlertControllerStyleActionSheet]; + + UIImagePickerController *picker = [[UIImagePickerController alloc] init]; + picker.delegate = self; + picker.allowsEditing = YES; + picker.sourceType = UIImagePickerControllerSourceTypePhotoLibrary; + + + [actionSheet addAction:[UIAlertAction actionWithTitle:@"Cancel" style:UIAlertActionStyleCancel handler:^(UIAlertAction *action) { + [self dismissViewControllerAnimated:YES completion:nil]; + }]]; + + [actionSheet addAction:[UIAlertAction actionWithTitle:@"Use Camera" style:UIAlertActionStyleDefault handler:^(UIAlertAction *action) { + picker.sourceType = UIImagePickerControllerSourceTypeCamera; + [self dismissViewControllerAnimated:YES completion:nil]; + [self presentViewController:picker animated:YES completion:nil]; + }]]; + + [actionSheet addAction:[UIAlertAction actionWithTitle:@"Use Gallery" style:UIAlertActionStyleDefault handler:^(UIAlertAction *action) { + picker.sourceType = UIImagePickerControllerSourceTypePhotoLibrary; + [self dismissViewControllerAnimated:YES completion:nil]; + [self presentViewController:picker animated:YES completion:nil]; + }]]; + + // Present action sheet. + [self presentViewController:actionSheet animated:YES completion:nil]; + +} + +- (void)imagePickerController:(UIImagePickerController *)picker didFinishPickingMediaWithInfo:(NSDictionary *)info { + + UIImage *chosenImage = info[UIImagePickerControllerEditedImage]; + + if (self.imageViewIndexSelected == 0) { + self.firstFaceImageView.image = chosenImage; + } + else if (self.imageViewIndexSelected == 1) { + self.secondFaceImageView.image = chosenImage; + } + + [picker dismissViewControllerAnimated:YES completion:nil]; + + [self runDetection]; +} + +- (void)runDetection { + + //show loading indicator + MPOActivityIndicatorViewController *indicatorViewController = [[MPOActivityIndicatorViewController alloc] init]; + [self presentViewController:indicatorViewController animated:YES completion:nil]; + + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:ProjectOxfordFaceSubscriptionKey]; + + UIImage *currentImage; + + if (self.imageViewIndexSelected == 0) { + currentImage = self.firstFaceImageView.image; + } + else if (self.imageViewIndexSelected == 1) { + currentImage = self.secondFaceImageView.image; + } + + NSData *data = UIImageJPEGRepresentation(currentImage, 0.8); + [client detectWithData:data returnFaceId:YES returnFaceLandmarks:YES returnFaceAttributes:@[] completionBlock:^(NSArray *collection, NSError *error) { + + if (error) { + NSLog(@"Error: %@", error); + } + else { + + for (MPOFace *face in collection) { + UIImage *croppedImage = [MPOUtilities cropImageToFaceRectangle:currentImage faceRectangle:face.faceRectangle]; + MPOVerificationFaceCellObject *obj = [[MPOVerificationFaceCellObject alloc] init]; + obj.croppedFaceImage = croppedImage; + obj.face = face; + + if (self.imageViewIndexSelected == 0) { + [self.firstFaceCellObjects addObject:obj]; + } + else if (self.imageViewIndexSelected == 1) { + [self.secondFaceCellObjects addObject:obj]; + } + } + + if (self.imageViewIndexSelected == 0) { + [self.firstFaceCollectionView reloadData]; + } + else if (self.imageViewIndexSelected == 1) { + [self.secondFaceCollectionView reloadData]; + } + + } + + //hide loading indicator + [self dismissViewControllerAnimated:YES completion:nil]; + }]; +} + +- (NSInteger)collectionView:(UICollectionView *)collectionView numberOfItemsInSection:(NSInteger)section +{ + if (collectionView == self.firstFaceCollectionView) { + return [self.firstFaceCellObjects count]; + } + else { + return [self.secondFaceCellObjects count]; + } +} +- (UICollectionViewCell *)collectionView:(UICollectionView *)collectionView cellForItemAtIndexPath:(NSIndexPath *)indexPath +{ + MPOImageCollectionViewCell *cell = [collectionView dequeueReusableCellWithReuseIdentifier:@"cell" forIndexPath:indexPath]; + + MPOVerificationFaceCellObject *obj; + NSInteger selectedIndex; + + if (collectionView == self.firstFaceCollectionView) { + obj = [self.firstFaceCellObjects objectAtIndex:indexPath.row]; + selectedIndex = self.indexOfFirstSelectedFace; + } + else { + obj = [self.secondFaceCellObjects objectAtIndex:indexPath.row]; + selectedIndex = self.indexOfSecondSelectedFace; + } + + if (indexPath.row == selectedIndex) { + cell.imageView.layer.borderWidth = 2; + cell.imageView.layer.borderColor = [UIColor redColor].CGColor; + } + else { + cell.imageView.layer.borderWidth = 0; + } + + cell.imageView.image = obj.croppedFaceImage; + + return cell; +} +- (CGSize)collectionView:(UICollectionView *)collectionView layout:(UICollectionViewLayout*)collectionViewLayout sizeForItemAtIndexPath:(NSIndexPath *)indexPath { + return CGSizeMake(self.firstFaceCollectionView.frame.size.width, 80); +} + +- (void)collectionView:(UICollectionView *)collectionView didSelectItemAtIndexPath:(NSIndexPath *)indexPath +{ + if (collectionView == self.firstFaceCollectionView) { + self.indexOfFirstSelectedFace = indexPath.row; + [self.firstFaceCollectionView reloadData]; + } + else { + self.indexOfSecondSelectedFace = indexPath.row; + [self.secondFaceCollectionView reloadData]; + } +} +@end diff --git a/Face/iOS/Example/ProjectOxfordFace/ProjectOxfordFace-Info.plist b/Face/iOS/Example/ProjectOxfordFace/ProjectOxfordFace-Info.plist new file mode 100644 index 0000000..6952b78 --- /dev/null +++ b/Face/iOS/Example/ProjectOxfordFace/ProjectOxfordFace-Info.plist @@ -0,0 +1,49 @@ + + + + + CFBundleDevelopmentRegion + en + CFBundleDisplayName + ${PRODUCT_NAME} + CFBundleExecutable + ${EXECUTABLE_NAME} + CFBundleIdentifier + $(PRODUCT_BUNDLE_IDENTIFIER) + CFBundleInfoDictionaryVersion + 6.0 + CFBundleName + ${PRODUCT_NAME} + CFBundlePackageType + APPL + CFBundleShortVersionString + 1.0 + CFBundleSignature + ???? + CFBundleVersion + 1.0 + LSRequiresIPhoneOS + + UILaunchStoryboardName + Main + UIMainStoryboardFile + MainStoryboard + UIRequiredDeviceCapabilities + + armv7 + + UISupportedInterfaceOrientations + + UIInterfaceOrientationPortrait + UIInterfaceOrientationLandscapeLeft + UIInterfaceOrientationLandscapeRight + + UISupportedInterfaceOrientations~ipad + + UIInterfaceOrientationPortrait + UIInterfaceOrientationPortraitUpsideDown + UIInterfaceOrientationLandscapeLeft + UIInterfaceOrientationLandscapeRight + + + diff --git a/Face/iOS/Example/ProjectOxfordFace/ProjectOxfordFace-Prefix.pch b/Face/iOS/Example/ProjectOxfordFace/ProjectOxfordFace-Prefix.pch new file mode 100644 index 0000000..7825372 --- /dev/null +++ b/Face/iOS/Example/ProjectOxfordFace/ProjectOxfordFace-Prefix.pch @@ -0,0 +1,16 @@ +// +// Prefix header +// +// The contents of this file are implicitly included at the beginning of every source file. +// + +#import + +#ifndef __IPHONE_5_0 +#warning "This project uses features only available in iOS SDK 5.0 and later." +#endif + +#ifdef __OBJC__ + @import UIKit; + @import Foundation; +#endif diff --git a/Face/iOS/Example/ProjectOxfordFace/en.lproj/InfoPlist.strings b/Face/iOS/Example/ProjectOxfordFace/en.lproj/InfoPlist.strings new file mode 100644 index 0000000..477b28f --- /dev/null +++ b/Face/iOS/Example/ProjectOxfordFace/en.lproj/InfoPlist.strings @@ -0,0 +1,2 @@ +/* Localized versions of Info.plist keys */ + diff --git a/Face/iOS/Example/ProjectOxfordFace/main.m b/Face/iOS/Example/ProjectOxfordFace/main.m new file mode 100644 index 0000000..58a19e2 --- /dev/null +++ b/Face/iOS/Example/ProjectOxfordFace/main.m @@ -0,0 +1,41 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + + +@import UIKit; +#import "MPOAppDelegate.h" + +int main(int argc, char * argv[]) +{ + @autoreleasepool { + return UIApplicationMain(argc, argv, nil, NSStringFromClass([MPOAppDelegate class])); + } +} diff --git a/Face/iOS/Example/SampleImages/MSC12_John_001.jpg b/Face/iOS/Example/SampleImages/MSC12_John_001.jpg new file mode 100644 index 0000000..06bea5e Binary files /dev/null and b/Face/iOS/Example/SampleImages/MSC12_John_001.jpg differ diff --git a/Face/iOS/Example/SampleImages/MSC12_John_002.jpg b/Face/iOS/Example/SampleImages/MSC12_John_002.jpg new file mode 100644 index 0000000..30409fe Binary files /dev/null and b/Face/iOS/Example/SampleImages/MSC12_John_002.jpg differ diff --git a/Face/iOS/Example/SampleImages/MSC13_ChrisA_01.jpg b/Face/iOS/Example/SampleImages/MSC13_ChrisA_01.jpg new file mode 100644 index 0000000..a8d3965 Binary files /dev/null and b/Face/iOS/Example/SampleImages/MSC13_ChrisA_01.jpg differ diff --git a/Face/iOS/Example/SampleImages/MSC13_ChrisA_02.jpg b/Face/iOS/Example/SampleImages/MSC13_ChrisA_02.jpg new file mode 100644 index 0000000..14c18ae Binary files /dev/null and b/Face/iOS/Example/SampleImages/MSC13_ChrisA_02.jpg differ diff --git a/Face/iOS/Example/SampleImages/MSC13_ChrisA_04.jpg b/Face/iOS/Example/SampleImages/MSC13_ChrisA_04.jpg new file mode 100644 index 0000000..a6d6280 Binary files /dev/null and b/Face/iOS/Example/SampleImages/MSC13_ChrisA_04.jpg differ diff --git a/Face/iOS/Example/SampleImages/WIN12_Alberto_01.png b/Face/iOS/Example/SampleImages/WIN12_Alberto_01.png new file mode 100644 index 0000000..713a777 Binary files /dev/null and b/Face/iOS/Example/SampleImages/WIN12_Alberto_01.png differ diff --git a/Face/iOS/Example/SampleImages/WIN12_Alberto_03.png b/Face/iOS/Example/SampleImages/WIN12_Alberto_03.png new file mode 100644 index 0000000..2225d91 Binary files /dev/null and b/Face/iOS/Example/SampleImages/WIN12_Alberto_03.png differ diff --git a/Face/iOS/Example/Tests/DetectTestCase.m b/Face/iOS/Example/Tests/DetectTestCase.m new file mode 100644 index 0000000..1b7b7bc --- /dev/null +++ b/Face/iOS/Example/Tests/DetectTestCase.m @@ -0,0 +1,85 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import +#import +#import "MPOFaceSDK.h" +#import "MPOTestConstants.h" +@interface DetectTestCase : XCTestCase + +@end +@implementation DetectTestCase + +- (void)setUp { + [super setUp]; + // Put setup code here. This method is called before the invocation of each test method in the class. +} + +- (void)tearDown { + // Put teardown code here. This method is called after the invocation of each test method in the class. + [super tearDown]; +} + + +- (void)testDetectUrl { + + XCTestExpectation *expectation = [self expectationWithDescription:@"asynchronous request"]; + + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:kOxfordApiKey]; + + [client detectWithData:UIImageJPEGRepresentation([UIImage imageNamed:kChrisImageName1], 1.0) returnFaceId:YES returnFaceLandmarks:YES returnFaceAttributes:@[@(MPOFaceAttributeTypeAge), @(MPOFaceAttributeTypeFacialHair), @(MPOFaceAttributeTypeHeadPose), @(MPOFaceAttributeTypeSmile), @(MPOFaceAttributeTypeGender)] completionBlock:^(NSArray *collection, NSError *error) { + + if (error) { + XCTFail("error in detection url"); + } + else { + XCTAssertEqual(collection.count, 1); + + for (MPOFace *face in collection) { + + XCTAssertEqual([face.attributes.age integerValue], 42); + XCTAssertEqualObjects(face.attributes.gender, @"male"); + XCTAssertNotNil(face.faceRectangle); + XCTAssertNotNil(face.faceLandmarks); + } + + } + + [expectation fulfill]; + + }]; + + + [self waitForExpectationsWithTimeout:10.0 handler:nil]; + +} + +@end diff --git a/Face/iOS/Example/Tests/FaceListTestCase.m b/Face/iOS/Example/Tests/FaceListTestCase.m new file mode 100644 index 0000000..8a8b852 --- /dev/null +++ b/Face/iOS/Example/Tests/FaceListTestCase.m @@ -0,0 +1,181 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import +#import "MPOFaceSDK.h" +#import "MPOTestConstants.h" +#define kFaceListName @"testfacelistname" + +@interface FaceListTestCase : XCTestCase + +@end + +@implementation FaceListTestCase + +- (void)setUp { + [super setUp]; + + // Put setup code here. This method is called before the invocation of each test method in the class. +} + +- (void)tearDown { + // Put teardown code here. This method is called after the invocation of each test method in the class. + + __block BOOL finished = NO; + + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:kOxfordApiKey]; + + [client deleteFaceListWithFaceListId:kFaceListName name:@"chrisfacelistname" userData:@"chrisfacelistuserdata" completionBlock:^(NSError *error) { + + if (error) { + NSLog(@"error in teardown"); + } + else { + finished = YES; + } + + }]; + + while (!finished) { + [[NSRunLoop currentRunLoop] runMode:NSDefaultRunLoopMode beforeDate:[NSDate distantFuture]]; + } + + [super tearDown]; +} + +- (void)testCreateFaceList { + XCTestExpectation *expectation = [self expectationWithDescription:@"asynchronous request"]; + + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:kOxfordApiKey]; + + [client createFaceListWithFaceListId:kFaceListName name:@"chrisfacelistname" userData:@"chrisfacelistuserdata" completionBlock:^(NSError *error) { + + if (error) { + XCTFail(); + } + else { + [self addFirstFaceToFaceList:expectation]; + } + + }]; + + [self waitForExpectationsWithTimeout:20.0 handler:nil]; + +} + +- (void)addFirstFaceToFaceList:(XCTestExpectation *)expectation { + + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:kOxfordApiKey]; + + [client addFacesToFaceListWithFaceListId:kFaceListName data:UIImageJPEGRepresentation([UIImage imageNamed:kChrisImageName1], 1.0) userData:@"chrisfacelistuserdata1" faceRectangle:nil completionBlock:^(MPOAddPersistedFaceResult *addPersistedFaceResult, NSError *error) { + + if (error) { + XCTFail(); + } + else { + [self addSecondFaceToFaceList:expectation]; + } + + + }]; + +} + +- (void)addSecondFaceToFaceList:(XCTestExpectation *)expectation { + + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:kOxfordApiKey]; + + [client addFacesToFaceListWithFaceListId:kFaceListName data:UIImageJPEGRepresentation([UIImage imageNamed:kChrisImageName2], 1.0) userData:@"chrisfacelistuserdata2" faceRectangle:nil completionBlock:^(MPOAddPersistedFaceResult *addPersistedFaceResult, NSError *error) { + + if (error) { + XCTFail(); + } + else { + [self listFaceLists:expectation]; + } + }]; + +} + + +- (void)listFaceLists:(XCTestExpectation *)expectation { + + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:kOxfordApiKey]; + + [client listFaceListsWithCompletion:^(NSArray *collection, NSError *error) { + + if (error) { + XCTFail(); + } + else { + + XCTAssertEqual(collection.count, 1); + + for (MPOFaceListMetadata *faceListMetadata in collection) { + XCTAssertEqualObjects(faceListMetadata.faceListId, kFaceListName); + } + + [self getFaceList:expectation]; + } + + }]; + + +} + + +- (void)getFaceList:(XCTestExpectation *)expectation { + + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:kOxfordApiKey]; + + [client getFaceListWithFaceListId:kFaceListName completionBlock:^(MPOFaceList *faceList, NSError *error) { + + if (error) { + XCTFail(); + } + else { + + XCTAssertEqualObjects(faceList.faceListId, kFaceListName); + + XCTAssertEqual(faceList.persistedFaces.count, 2); + + for (MPOFaceMetadata *faceMetadata in faceList.persistedFaces) { + XCTAssertTrue([faceMetadata.userData containsString:@"chrisfacelistuserdata"]); + } + + [expectation fulfill]; + } + + }]; + +} + +@end diff --git a/Face/iOS/Example/Tests/GroupTestCase.m b/Face/iOS/Example/Tests/GroupTestCase.m new file mode 100644 index 0000000..39d970e --- /dev/null +++ b/Face/iOS/Example/Tests/GroupTestCase.m @@ -0,0 +1,107 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +#import +#import "MPOFaceSDK.h" +#import "MPOTestConstants.h" +#import "MPOTestHelpers.h" +@interface GroupTestCase : XCTestCase +@property NSDictionary *testDataDict; +@end + +@implementation GroupTestCase + +- (void)setUp { + [super setUp]; + // Put setup code here. This method is called before the invocation of each test method in the class. + + self.testDataDict = [MPOTestHelpers detectWithDict:@{ + @"chris1": kChrisImageName1, + @"chris2": kChrisImageName2, + @"chris3": kChrisImageName3, + @"alberto1": kAlbertoImageName1, + @"alberto2": kAlbertoImageName2, + @"john1": kJohnImageName1, + }]; +} + +- (void)tearDown { + // Put teardown code here. This method is called after the invocation of each test method in the class. + [super tearDown]; +} + +- (void)testGroup { + + XCTestExpectation *expectation = [self expectationWithDescription:@"asynchronous request"]; + + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:kOxfordApiKey]; + + NSArray *faceIds = [self.testDataDict allValues]; + + [client groupWithFaceIds:faceIds completionBlock:^(MPOGroupResult *groupResult, NSError *error) { + + if (error) { + XCTFail("fail"); + } + else { + + XCTAssertEqual(groupResult.groups.count, 2); + XCTAssertEqual(groupResult.messeyGroup.count, 1); + + for (NSArray *group in groupResult.groups) { + + if (group.count == 3) { + //chris + XCTAssertTrue([group containsObject:self.testDataDict[@"chris1"]]); + XCTAssertTrue([group containsObject:self.testDataDict[@"chris2"]]); + XCTAssertTrue([group containsObject:self.testDataDict[@"chris3"]]); + + } + else if (group.count == 2) { + //alberto + XCTAssertTrue([group containsObject:self.testDataDict[@"alberto1"]]); + XCTAssertTrue([group containsObject:self.testDataDict[@"alberto2"]]); + } + + } + + //michelle1 should be in messeyGroup + XCTAssertTrue([groupResult.messeyGroup containsObject:self.testDataDict[@"john1"]]); + + } + + [expectation fulfill]; + + }]; + + [self waitForExpectationsWithTimeout:10.0 handler:nil]; + +} +@end diff --git a/Face/iOS/Example/Tests/IdentifyTestCase.m b/Face/iOS/Example/Tests/IdentifyTestCase.m new file mode 100644 index 0000000..94ca605 --- /dev/null +++ b/Face/iOS/Example/Tests/IdentifyTestCase.m @@ -0,0 +1,229 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import +#import "MPOTestConstants.h" +#import "MPOTestHelpers.h" +#import "MPOFaceSDK.h" +@interface IdentifyTestCase : XCTestCase +@property NSDictionary *testDataDict; +@property NSTimer *waitingTimer; +@property NSMutableDictionary *peopleDataDict; + +@end + +#define kPersonGroupId @"persongroup" +#define kPersonGroupName @"persongroupname" +#define kPersonGroupUserData @"persongroupuserdata" + +@implementation IdentifyTestCase + +- (void)setUp { + [super setUp]; + // Put setup code here. This method is called before the invocation of each test method in the class. + + [MPOTestHelpers clearAllPersonGroups]; + + self.peopleDataDict = [[NSMutableDictionary alloc] init]; + + self.testDataDict = [MPOTestHelpers detectWithDict:@{ + @"chris1": kChrisImageName1, + @"chris2": kChrisImageName2, + @"chris3": kChrisImageName3, + @"alberto1": kAlbertoImageName1, + @"alberto2": kAlbertoImageName2, + @"john1": kJohnImageName1, + @"john2": kJohnImageName2, + }]; +} + +- (void)tearDown { + // Put teardown code here. This method is called after the invocation of each test method in the class. + [super tearDown]; +} + +- (void)testIdentification { + + XCTestExpectation *expectation = [self expectationWithDescription:@"asynchronous request"]; + + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:kOxfordApiKey]; + + [client createPersonGroupWithId:kPersonGroupId name:kPersonGroupName userData:kPersonGroupUserData completionBlock:^(NSError *error) { + + if (error) { + XCTFail("fail"); + } + else { + [self createChrisPerson:expectation]; + } + + }]; + + [self waitForExpectationsWithTimeout:120.0 handler:nil]; +} + + +- (void)createChrisPerson:(XCTestExpectation *)expectation { + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:kOxfordApiKey]; + + [client createPersonWithPersonGroupId:kPersonGroupId name:@"chris" userData:@"chris_userdata" completionBlock:^(MPOCreatePersonResult *createPersonResult, NSError *error) { + if (error) { + XCTFail("fail"); + } + else { + [self.peopleDataDict setObject:createPersonResult.personId forKey:@"chris"]; + + [MPOTestHelpers addMultiplePersonFaces:@[kChrisImageName1, kChrisImageName2, kChrisImageName3] personGroupId:kPersonGroupId personId:createPersonResult.personId]; + + [self createAlbertoPerson:expectation]; + } + + }]; +} + + +- (void)createAlbertoPerson:(XCTestExpectation *)expectation { + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:kOxfordApiKey]; + + [client createPersonWithPersonGroupId:kPersonGroupId name:@"alberto" userData:@"alberto_userdata" completionBlock:^(MPOCreatePersonResult *createPersonResult, NSError *error) { + if (error) { + XCTFail("fail"); + } + else { + [self.peopleDataDict setObject:createPersonResult.personId forKey:@"alberto"]; + + [MPOTestHelpers addMultiplePersonFaces:@[kAlbertoImageName1, kAlbertoImageName2] personGroupId:kPersonGroupId personId:createPersonResult.personId]; + + [self createJohnPerson:expectation]; + } + + }]; +} + +- (void)createJohnPerson:(XCTestExpectation *)expectation { + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:kOxfordApiKey]; + + [client createPersonWithPersonGroupId:kPersonGroupId name:@"john" userData:@"john_userdata" completionBlock:^(MPOCreatePersonResult *createPersonResult, NSError *error) { + if (error) { + XCTFail("fail"); + } + else { + [self.peopleDataDict setObject:createPersonResult.personId forKey:@"john"]; + + [MPOTestHelpers addMultiplePersonFaces:@[kJohnImageName1, kJohnImageName2] personGroupId:kPersonGroupId personId:createPersonResult.personId]; + + [self trainGroup:expectation]; + + } + + }]; + +} + +- (void)trainGroup:(XCTestExpectation *)expectation { + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:kOxfordApiKey]; + + [client trainPersonGroupWithPersonGroupId:kPersonGroupId completionBlock:^(NSError *error) { + if (error) { + XCTFail("fail"); + } + else { + [self checkTrainingStatus:expectation]; + } + + }]; + +} +- (void)checkTrainingStatus:(XCTestExpectation *)expectation { + self.waitingTimer = [NSTimer scheduledTimerWithTimeInterval:3.0 target:self selector:@selector(trainingStatusCheck:) userInfo:expectation repeats: YES]; +} + +- (void)trainingStatusCheck:(NSTimer *)timer +{ + XCTestExpectation *expectation = timer.userInfo; + + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:kOxfordApiKey]; + + [client getPersonGroupTrainingStatusWithPersonGroupId:kPersonGroupId completionBlock:^(MPOTrainingStatus *trainingStatus, NSError *error) { + + if (error) { + XCTFail("fail"); + } + else { + if ([trainingStatus.status isEqualToString:@"succeeded"]) { + + [self.waitingTimer invalidate]; + + [self identify:expectation]; + } + + } + + }]; + +} + +- (void)identify:(XCTestExpectation *)expectation { + + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:kOxfordApiKey]; + + [client identifyWithPersonGroupId:kPersonGroupId faceIds:[[NSArray alloc] initWithObjects:self.testDataDict[@"chris3"], self.testDataDict[@"alberto2"], nil] maxNumberOfCandidates:4 completionBlock:^(NSArray *collection, NSError *error) { + + if (error) { + XCTFail("fail"); + } + else { + XCTAssertEqual(collection.count, 2); + + for (MPOIdentifyResult *result in collection) { + + if ([result.faceId isEqualToString:self.testDataDict[@"chris3"]]) { + + for (MPOCandidate *candidate in result.candidates) { + XCTAssertEqualObjects(candidate.personId, self.peopleDataDict[@"chris"]); + } + } + else if ([result.faceId isEqualToString:self.testDataDict[@"alberto2"]]) { + + for (MPOCandidate *candidate in result.candidates) { + XCTAssertEqualObjects(candidate.personId, self.peopleDataDict[@"alberto"]); + } + } + } + + } + + [expectation fulfill]; + + }]; + +} +@end diff --git a/Face/iOS/Example/Tests/MPOTestConstants.h b/Face/iOS/Example/Tests/MPOTestConstants.h new file mode 100644 index 0000000..5924229 --- /dev/null +++ b/Face/iOS/Example/Tests/MPOTestConstants.h @@ -0,0 +1,49 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#ifndef ProjectOxfordFaceDemo_MPOTestConstants_h +#define ProjectOxfordFaceDemo_MPOTestConstants_h + +static NSString * const kOxfordApiKey = @""; + +static NSString * const kChrisImageName1 = @"MSC13_ChrisA_01.jpg"; +static NSString * const kChrisImageName2 = @"MSC13_ChrisA_02.jpg"; +static NSString * const kChrisImageName3 = @"MSC13_ChrisA_04.jpg"; + +static NSString * const kAlbertoImageName1 = @"WIN12_Alberto_01.png"; +static NSString * const kAlbertoImageName2 = @"WIN12_Alberto_03.png"; + +static NSString * const kJohnImageName1 = @"MSC12_John_001.jpg"; +static NSString * const kJohnImageName2 = @"MSC12_John_002.jpg"; + + + +#endif diff --git a/Face/iOS/Example/Tests/MPOTestHelpers.h b/Face/iOS/Example/Tests/MPOTestHelpers.h new file mode 100644 index 0000000..ea26b76 --- /dev/null +++ b/Face/iOS/Example/Tests/MPOTestHelpers.h @@ -0,0 +1,39 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + + +#import + +@interface MPOTestHelpers : NSObject ++ (NSDictionary *)detectWithDict:(NSDictionary *)dataDict; ++ (BOOL)addMultiplePersonFaces:(NSArray *)urlArray personGroupId:(NSString *)personGroupId personId:(NSString *)personId; ++ (BOOL)clearAllPersonGroups; +@end diff --git a/Face/iOS/Example/Tests/MPOTestHelpers.m b/Face/iOS/Example/Tests/MPOTestHelpers.m new file mode 100644 index 0000000..b5fc0ce --- /dev/null +++ b/Face/iOS/Example/Tests/MPOTestHelpers.m @@ -0,0 +1,167 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import "MPOTestHelpers.h" +#import "MPOFaceSDK.h" +#import "MPOTestConstants.h" +#import + +@implementation MPOTestHelpers + ++ (NSDictionary *)detectWithDict:(NSDictionary *)dataDict { + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:kOxfordApiKey]; + + NSMutableDictionary *testDataDict = [[NSMutableDictionary alloc] init]; + + for (NSString *key in dataDict) { + [client detectWithData:UIImageJPEGRepresentation([UIImage imageNamed:[dataDict objectForKey:key]], 1.0) returnFaceId:YES returnFaceLandmarks:NO returnFaceAttributes:nil completionBlock:^(NSArray *collection, NSError *error) { + if (error) { + [NSException raise:@"Error in detection" format:@"Error: %@", error]; + + } + else { + + for (MPOFace *face in collection) { + [testDataDict setObject:face.faceId forKey:key]; + } + } + }]; + + } + + NSDate *loopUntil = [NSDate dateWithTimeIntervalSinceNow:10]; + while ([[testDataDict allKeys] count] != [[dataDict allKeys] count] && [loopUntil timeIntervalSinceNow] > 0) { + [[NSRunLoop currentRunLoop] runMode:NSDefaultRunLoopMode + beforeDate:loopUntil]; + } + + if ([[testDataDict allKeys] count] != [[dataDict allKeys] count]) + { + [NSException raise:@"Setup has failed" format:@""]; + + } + + [NSThread sleepForTimeInterval:3.0f]; + + return testDataDict; +} + ++ (BOOL)addMultiplePersonFaces:(NSArray *)urlArray personGroupId:(NSString *)personGroupId personId:(NSString *)personId { + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:kOxfordApiKey]; + dispatch_group_t taskGroup = dispatch_group_create(); + + __block int facesAdded = 0; + + for (NSString *url in urlArray) { + dispatch_group_enter(taskGroup); + + [client addPersonFaceWithPersonGroupId:personGroupId personId:personId data:UIImageJPEGRepresentation([UIImage imageNamed:url], 1.0) userData:@"someData" faceRectangle:nil completionBlock:^(MPOAddPersistedFaceResult *addPersistedFaceResult, NSError *error) { + + if (error) { + [NSException raise:@"Error in detection" format:@"Error: %@", error]; + } + else { + dispatch_group_leave(taskGroup); + + facesAdded++; + } + + }]; + + } + + // Waiting for threads + if (dispatch_group_wait(taskGroup, dispatch_time(DISPATCH_TIME_NOW, 10000000000)) != 0) { + + } + return YES; +} + ++ (BOOL)clearAllPersonGroups { + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:kOxfordApiKey]; + + __block BOOL hasSetupCompleted = NO; + + + [client getPersonGroupsWithCompletion:^(NSArray *collection, NSError *error) { + + if (error) { + [NSException raise:@"Error: failed getting person groups" format:@"Error: %@", error]; + } + + else { + + if ([collection count] > 0) { + + for (MPOPersonGroup *personGroup in collection) { + + [client deletePersonGroupWithPersonGroupId:personGroup.personGroupId completionBlock:^(NSError *error) { + + if (error) { + [NSException raise:@"failed clearing person group" format:@"Error: %@", error]; + + } + else { + + hasSetupCompleted = YES; + + } + + }]; + + } + + } + else { + hasSetupCompleted = YES; + } + } + + }]; + + + NSDate *loopUntil = [NSDate dateWithTimeIntervalSinceNow:10]; + while (hasSetupCompleted == NO && [loopUntil timeIntervalSinceNow] > 0) { + [[NSRunLoop currentRunLoop] runMode:NSDefaultRunLoopMode + beforeDate:loopUntil]; + } + + if (!hasSetupCompleted) + { + [NSException raise:@"Setup has failed" format:@""]; + } + + [NSThread sleepForTimeInterval:3.0f]; + + return hasSetupCompleted; +} + +@end diff --git a/Face/iOS/Example/Tests/PersonGroupTestCase.m b/Face/iOS/Example/Tests/PersonGroupTestCase.m new file mode 100644 index 0000000..1aef52e --- /dev/null +++ b/Face/iOS/Example/Tests/PersonGroupTestCase.m @@ -0,0 +1,181 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import +#import "MPOTestConstants.h" +#import "MPOFaceSDK.h" +#import "MPOTestHelpers.h" +@interface PersonGroupTestCase : XCTestCase + +@end + +@implementation PersonGroupTestCase + +- (void)setUp { + [super setUp]; + // Put setup code here. This method is called before the invocation of each test method in the class. + + [MPOTestHelpers clearAllPersonGroups]; +} + +- (void)tearDown { + // Put teardown code here. This method is called after the invocation of each test method in the class. + [super tearDown]; +} + +- (void)testPersonGroup { + + + XCTestExpectation *expectation = [self expectationWithDescription:@"asynchronous request"]; + + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:kOxfordApiKey]; + + [client createPersonGroupWithId:@"test_persongroup_id" name:@"test_persongroup_name" userData:@"test_persongroup_userdata" completionBlock:^(NSError *error) { + + if (error) { + XCTFail("error creating test person group"); + } + else { + [self getPersonGroup:expectation]; + } + + + }]; + + [self waitForExpectationsWithTimeout:10.0 handler:nil]; + +} + +- (void)getPersonGroup:(XCTestExpectation *)expectation { + + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:kOxfordApiKey]; + + [client getPersonGroupsWithCompletion:^(NSArray *collection, NSError *error) { + + if (error) { + XCTFail("error"); + } + else { + XCTAssertEqual(collection.count, 1); + + for (MPOPersonGroup *personGroup in collection) { + + XCTAssertEqualObjects(personGroup.personGroupId, @"test_persongroup_id"); + XCTAssertEqualObjects(personGroup.name, @"test_persongroup_name"); + XCTAssertEqualObjects(personGroup.userData, @"test_persongroup_userdata"); + } + + } + + [self updatePersonGroup:expectation]; + + }]; + +} + + +- (void)updatePersonGroup:(XCTestExpectation *)expectation { + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:kOxfordApiKey]; + + [client updatePersonGroupWithPersonGroupId:@"test_persongroup_id" name:@"test_persongroup_name_update" userData:@"test_persongroup_userdata_update" completionBlock:^(NSError *error) { + + if (error) { + XCTFail("error"); + } + + [self checkIfUpdateWorked:expectation]; + + }]; + + +} + +- (void)checkIfUpdateWorked:(XCTestExpectation *)expectation { + + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:kOxfordApiKey]; + + [client getPersonGroupsWithCompletion:^(NSArray *collection, NSError *error) { + + if (error) { + XCTFail("error"); + } + else { + XCTAssertEqual(collection.count, 1); + + for (MPOPersonGroup *personGroup in collection) { + + XCTAssertEqualObjects(personGroup.personGroupId, @"test_persongroup_id"); + XCTAssertEqualObjects(personGroup.name, @"test_persongroup_name_update"); + XCTAssertEqualObjects(personGroup.userData, @"test_persongroup_userdata_update"); + } + + } + + [self deletePersonGroup:expectation]; + + }]; + + +} + +- (void)deletePersonGroup:(XCTestExpectation *)expectation { + + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:kOxfordApiKey]; + + [client deletePersonGroupWithPersonGroupId:@"test_persongroup_id" completionBlock:^(NSError *error) { + if (error) { + XCTFail("error"); + } + [self checkIfDeleteWorked:expectation]; + + }]; + + +} +- (void)checkIfDeleteWorked:(XCTestExpectation *)expectation { + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:kOxfordApiKey]; + + [client getPersonGroupsWithCompletion:^(NSArray *collection, NSError *error) { + + if (error) { + XCTFail("error"); + } + else { + XCTAssertEqual(collection.count, 0); + } + + [expectation fulfill]; + }]; + + +} + +@end diff --git a/Face/iOS/Example/Tests/SimilarTestCase.m b/Face/iOS/Example/Tests/SimilarTestCase.m new file mode 100644 index 0000000..68989cf --- /dev/null +++ b/Face/iOS/Example/Tests/SimilarTestCase.m @@ -0,0 +1,94 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +#import +#import "MPOFaceSDK.h" +#import "MPOTestConstants.h" +#import "MPOTestHelpers.h" +@interface SimilarTestCase : XCTestCase +@property NSDictionary *testDataDict; +@end + +@implementation SimilarTestCase + +- (void)setUp { + [super setUp]; + // Put setup code here. This method is called before the invocation of each test method in the class. + + + self.testDataDict = [MPOTestHelpers detectWithDict:@{ + @"chris1": kChrisImageName1, + @"chris2": kChrisImageName2, + @"chris3": kChrisImageName3, + @"alberto1": kAlbertoImageName1, + @"john1": kJohnImageName1, + }]; + +} + +- (void)tearDown { + // Put teardown code here. This method is called after the invocation of each test method in the class. + [super tearDown]; +} + +- (void)testSimilar { + + XCTestExpectation *expectation = [self expectationWithDescription:@"asynchronous request"]; + + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:kOxfordApiKey]; + + [client findSimilarWithFaceId:self.testDataDict[@"chris1"] faceIds:[NSArray arrayWithObjects:self.testDataDict[@"chris2"], self.testDataDict[@"chris3"], self.testDataDict[@"alberto1"], self.testDataDict[@"michelle1"], nil] completionBlock:^(NSArray *collection, NSError *error) { + + if (error) { + XCTFail(@"fail"); + } + else { + XCTAssertEqual(collection.count, 2); + + NSMutableArray *faceIds = [[NSMutableArray alloc] init]; + + for (MPOSimilarFace *similarFace in collection) { + [faceIds addObject:similarFace.faceId]; + } + + XCTAssertTrue([faceIds containsObject:self.testDataDict[@"chris2"]]); + XCTAssertTrue([faceIds containsObject:self.testDataDict[@"chris3"]]); + + } + + [expectation fulfill]; + + }]; + + [self waitForExpectationsWithTimeout:10.0 handler:nil]; + +} + +@end diff --git a/Face/iOS/Example/Tests/Tests-Info.plist b/Face/iOS/Example/Tests/Tests-Info.plist new file mode 100644 index 0000000..94f0bf9 --- /dev/null +++ b/Face/iOS/Example/Tests/Tests-Info.plist @@ -0,0 +1,27 @@ + + + + + CFBundleDevelopmentRegion + en + CFBundleExecutable + ${EXECUTABLE_NAME} + CFBundleIdentifier + $(PRODUCT_BUNDLE_IDENTIFIER) + CFBundleInfoDictionaryVersion + 6.0 + CFBundlePackageType + BNDL + CFBundleShortVersionString + 1.0 + CFBundleSignature + ???? + CFBundleVersion + 1 + NSAppTransportSecurity + + NSAllowsArbitraryLoads + + + + diff --git a/Face/iOS/Example/Tests/Tests-Prefix.pch b/Face/iOS/Example/Tests/Tests-Prefix.pch new file mode 100644 index 0000000..0bfb741 --- /dev/null +++ b/Face/iOS/Example/Tests/Tests-Prefix.pch @@ -0,0 +1,7 @@ +// The contents of this file are implicitly included at the beginning of every test case source file. + +#ifdef __OBJC__ + + + +#endif diff --git a/Face/iOS/Example/Tests/Tests.m b/Face/iOS/Example/Tests/Tests.m new file mode 100644 index 0000000..348a5b0 --- /dev/null +++ b/Face/iOS/Example/Tests/Tests.m @@ -0,0 +1,59 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + + +@import XCTest; + +@interface Tests : XCTestCase + +@end + +@implementation Tests + +- (void)setUp +{ + [super setUp]; + // Put setup code here. This method is called before the invocation of each test method in the class. +} + +- (void)tearDown +{ + // Put teardown code here. This method is called after the invocation of each test method in the class. + [super tearDown]; +} + +- (void)testExample +{ + XCTFail(@"No implementation for \"%s\"", __PRETTY_FUNCTION__); +} + +@end + diff --git a/Face/iOS/Example/Tests/VerifyTestCase.m b/Face/iOS/Example/Tests/VerifyTestCase.m new file mode 100644 index 0000000..0c5f4bd --- /dev/null +++ b/Face/iOS/Example/Tests/VerifyTestCase.m @@ -0,0 +1,128 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import +#import "MPOFaceSDK.h" +#import "MPOTestConstants.h" +@interface VerifyTestCase : XCTestCase +@property NSString *testFirstFaceId; +@property NSString *testSecondFaceId; +@end + +@implementation VerifyTestCase + +- (void)setUp { + [super setUp]; + // Put setup code here. This method is called before the invocation of each test method in the class. + +} + +- (void)tearDown { + // Put teardown code here. This method is called after the invocation of each test method in the class. + [super tearDown]; +} + + +- (void)testVerify { + XCTestExpectation *expectation = [self expectationWithDescription:@"asynchronous request"]; + + [self detectFirstImage:expectation]; + + [self waitForExpectationsWithTimeout:10.0 handler:nil]; + +} + +- (void)detectFirstImage:(XCTestExpectation *)expectation { + + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:kOxfordApiKey]; + + [client detectWithData:UIImageJPEGRepresentation([UIImage imageNamed:kChrisImageName1], 1.0) returnFaceId:YES returnFaceLandmarks:NO returnFaceAttributes:nil completionBlock:^(NSArray *collection, NSError *error) { + + if (error) { + XCTFail(@"fail"); + } + else { + XCTAssertEqual(collection.count, 1); + + for (MPOFace *face in collection) { + self.testFirstFaceId = face.faceId; + } + + } + + [self detectSecondImage:expectation]; + + }]; + +} + +- (void)detectSecondImage:(XCTestExpectation *)expectation { + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:kOxfordApiKey]; + + [client detectWithData:UIImageJPEGRepresentation([UIImage imageNamed:kChrisImageName2], 1.0) returnFaceId:YES returnFaceLandmarks:NO returnFaceAttributes:nil completionBlock:^(NSArray *collection, NSError *error) { + + if (error) { + XCTFail(@"fail"); + } + else { + XCTAssertEqual(collection.count, 1); + + for (MPOFace *face in collection) { + self.testSecondFaceId = face.faceId; + } + + } + + [self startVerify:expectation]; + + }]; +} + + +- (void)startVerify:(XCTestExpectation *)expectation { + MPOFaceServiceClient *client = [[MPOFaceServiceClient alloc] initWithSubscriptionKey:kOxfordApiKey]; + + [client verifyWithFirstFaceId:self.testFirstFaceId faceId2:self.testSecondFaceId completionBlock:^(MPOVerifyResult *verifyResult, NSError *error) { + + if (error) { + XCTFail("fail"); + } + else { + XCTAssertTrue(verifyResult.isIdentical); + } + + [expectation fulfill]; + + }]; +} + + +@end diff --git a/Face/iOS/Example/Tests/en.lproj/InfoPlist.strings b/Face/iOS/Example/Tests/en.lproj/InfoPlist.strings new file mode 100644 index 0000000..477b28f --- /dev/null +++ b/Face/iOS/Example/Tests/en.lproj/InfoPlist.strings @@ -0,0 +1,2 @@ +/* Localized versions of Info.plist keys */ + diff --git a/Face/iOS/LICENSE b/Face/iOS/LICENSE new file mode 100644 index 0000000..6c8aed8 --- /dev/null +++ b/Face/iOS/LICENSE @@ -0,0 +1,14 @@ +Project Oxford SDK + +Copyright (c) Microsoft Corporation + +All rights reserved. + +*This license applies only to the SDK code. Sample images are licensed separately, please refer to [LICENSE-IMAGE]()* + +MIT License + +Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the ""Software""), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: +The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. \ No newline at end of file diff --git a/Face/iOS/Pod/Assets/.gitkeep b/Face/iOS/Pod/Assets/.gitkeep new file mode 100644 index 0000000..e69de29 diff --git a/Face/iOS/Pod/Classes/.gitkeep b/Face/iOS/Pod/Classes/.gitkeep new file mode 100644 index 0000000..e69de29 diff --git a/Face/iOS/Pod/Classes/MPOAddPersistedFaceResult.h b/Face/iOS/Pod/Classes/MPOAddPersistedFaceResult.h new file mode 100644 index 0000000..1caea57 --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOAddPersistedFaceResult.h @@ -0,0 +1,37 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import + +@interface MPOAddPersistedFaceResult : NSObject +@property NSString *persistedFaceId; +-(instancetype)initWithDictionary:(NSDictionary *)dict; +@end diff --git a/Face/iOS/Pod/Classes/MPOAddPersistedFaceResult.m b/Face/iOS/Pod/Classes/MPOAddPersistedFaceResult.m new file mode 100644 index 0000000..4b18889 --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOAddPersistedFaceResult.m @@ -0,0 +1,42 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import "MPOAddPersistedFaceResult.h" + +@implementation MPOAddPersistedFaceResult +-(instancetype)initWithDictionary:(NSDictionary *)dict { + self = [super init]; + if (self) { + self.persistedFaceId = dict[@"persistedFaceId"]; + } + return self; +} +@end diff --git a/Face/iOS/Pod/Classes/MPOCandidate.h b/Face/iOS/Pod/Classes/MPOCandidate.h new file mode 100644 index 0000000..7c8a759 --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOCandidate.h @@ -0,0 +1,38 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import + +@interface MPOCandidate : NSObject +@property NSString *personId; +@property NSNumber *confidence; +-(instancetype)initWithDictionary:(NSDictionary *)dict; +@end diff --git a/Face/iOS/Pod/Classes/MPOCandidate.m b/Face/iOS/Pod/Classes/MPOCandidate.m new file mode 100644 index 0000000..ac1d3c8 --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOCandidate.m @@ -0,0 +1,44 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import "MPOCandidate.h" + +@implementation MPOCandidate +-(instancetype)initWithDictionary:(NSDictionary *)dict +{ + self = [super init]; + if (self) { + self.personId = dict[@"personId"]; + self.confidence = dict[@"confidence"]; + } + return self; +} +@end diff --git a/Face/iOS/Pod/Classes/MPOCreatePersonResult.h b/Face/iOS/Pod/Classes/MPOCreatePersonResult.h new file mode 100644 index 0000000..abbf078 --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOCreatePersonResult.h @@ -0,0 +1,37 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import + +@interface MPOCreatePersonResult : NSObject +@property NSString *personId; +-(instancetype)initWithDictionary:(NSDictionary *)dict; +@end diff --git a/Face/iOS/Pod/Classes/MPOCreatePersonResult.m b/Face/iOS/Pod/Classes/MPOCreatePersonResult.m new file mode 100644 index 0000000..4177600 --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOCreatePersonResult.m @@ -0,0 +1,41 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +#import "MPOCreatePersonResult.h" + +@implementation MPOCreatePersonResult +-(instancetype)initWithDictionary:(NSDictionary *)dict { + self = [super init]; + if (self) { + self.personId = dict[@"personId"]; + } + return self; +} +@end diff --git a/Face/iOS/Pod/Classes/MPOFace.h b/Face/iOS/Pod/Classes/MPOFace.h new file mode 100644 index 0000000..1896a1a --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOFace.h @@ -0,0 +1,45 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import +#import "MPOFaceLandmarks.h" +#import "MPOFaceAttributes.h" +#import "MPOFaceRectangle.h" + +@interface MPOFace : NSObject +@property NSString *faceId; +@property MPOFaceRectangle *faceRectangle; +@property MPOFaceLandmarks *faceLandmarks; +@property MPOFaceAttributes *attributes; + +- (id)initWithDictionary:(NSDictionary *)dict; + +@end diff --git a/Face/iOS/Pod/Classes/MPOFace.m b/Face/iOS/Pod/Classes/MPOFace.m new file mode 100644 index 0000000..9d30dc4 --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOFace.m @@ -0,0 +1,45 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +#import "MPOFace.h" + +@implementation MPOFace +-(instancetype)initWithDictionary:(NSDictionary *)dict +{ + self = [super init]; + if (self) { + self.faceId = dict[@"faceId"]; + self.faceRectangle = [[MPOFaceRectangle alloc] initWithDictionary:dict[@"faceRectangle"]]; + self.faceLandmarks = [[MPOFaceLandmarks alloc] initWithDictionary:dict[@"faceLandmarks"]]; + self.attributes = [[MPOFaceAttributes alloc] initWithDictionary:dict[@"faceAttributes"]]; + } + return self; +} +@end diff --git a/Face/iOS/Pod/Classes/MPOFaceAttributes.h b/Face/iOS/Pod/Classes/MPOFaceAttributes.h new file mode 100644 index 0000000..4fc67f3 --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOFaceAttributes.h @@ -0,0 +1,43 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import +#import "MPOFaceHeadPose.h" +#import "MPOFacialHair.h" + +@interface MPOFaceAttributes : NSObject +@property NSNumber *age; +@property NSNumber *smile; +@property NSString *gender; +@property MPOFaceHeadPose *headPose; +@property MPOFacialHair *facialHair; +-(instancetype)initWithDictionary:(NSDictionary *)dict; +@end diff --git a/Face/iOS/Pod/Classes/MPOFaceAttributes.m b/Face/iOS/Pod/Classes/MPOFaceAttributes.m new file mode 100644 index 0000000..a5cef0d --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOFaceAttributes.m @@ -0,0 +1,45 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +#import "MPOFaceAttributes.h" + +@implementation MPOFaceAttributes +-(instancetype)initWithDictionary:(NSDictionary *)dict { + self = [super init]; + if (self) { + self.headPose = [[MPOFaceHeadPose alloc] initWithDictionary:dict[@"headPose"]]; + self.age = dict[@"age"]; + self.smile = dict[@"smile"]; + self.gender = dict[@"gender"]; + self.facialHair = [[MPOFacialHair alloc] initWithDictionary:dict[@"facialHair"]]; + } + return self; +} +@end diff --git a/Face/iOS/Pod/Classes/MPOFaceFeatureCoordinate.h b/Face/iOS/Pod/Classes/MPOFaceFeatureCoordinate.h new file mode 100644 index 0000000..2be04ca --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOFaceFeatureCoordinate.h @@ -0,0 +1,38 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import + +@interface MPOFaceFeatureCoordinate : NSObject +@property NSNumber *x; +@property NSNumber *y; +-(instancetype)initWithDictionary:(NSDictionary *)dict; +@end diff --git a/Face/iOS/Pod/Classes/MPOFaceFeatureCoordinate.m b/Face/iOS/Pod/Classes/MPOFaceFeatureCoordinate.m new file mode 100644 index 0000000..d171dd4 --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOFaceFeatureCoordinate.m @@ -0,0 +1,43 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import "MPOFaceFeatureCoordinate.h" + +@implementation MPOFaceFeatureCoordinate +-(instancetype)initWithDictionary:(NSDictionary *)dict { + self = [super init]; + if (self) { + self.x = dict[@"x"]; + self.y = dict[@"y"]; + } + return self; +} +@end diff --git a/Face/iOS/Pod/Classes/MPOFaceHeadPose.h b/Face/iOS/Pod/Classes/MPOFaceHeadPose.h new file mode 100644 index 0000000..7b02709 --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOFaceHeadPose.h @@ -0,0 +1,39 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import + +@interface MPOFaceHeadPose : NSObject +@property NSNumber *roll; +@property NSNumber *yaw; +@property NSNumber *pitch; +-(instancetype)initWithDictionary:(NSDictionary *)dict; +@end diff --git a/Face/iOS/Pod/Classes/MPOFaceHeadPose.m b/Face/iOS/Pod/Classes/MPOFaceHeadPose.m new file mode 100644 index 0000000..b0e20f8 --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOFaceHeadPose.m @@ -0,0 +1,44 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import "MPOFaceHeadPose.h" + +@implementation MPOFaceHeadPose +-(instancetype)initWithDictionary:(NSDictionary *)dict { + self = [super init]; + if (self) { + self.roll = dict[@"roll"]; + self.yaw = dict[@"yaw"]; + self.pitch = dict[@"pitch"]; + } + return self; +} +@end diff --git a/Face/iOS/Pod/Classes/MPOFaceLandmarks.h b/Face/iOS/Pod/Classes/MPOFaceLandmarks.h new file mode 100644 index 0000000..65e7b83 --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOFaceLandmarks.h @@ -0,0 +1,61 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import +#import "MPOFaceFeatureCoordinate.h" +@interface MPOFaceLandmarks : NSObject +@property MPOFaceFeatureCoordinate *pupilLeft; +@property MPOFaceFeatureCoordinate *pupilRight; +@property MPOFaceFeatureCoordinate *noseTip; +@property MPOFaceFeatureCoordinate *mouthLeft; +@property MPOFaceFeatureCoordinate *mouthRight; +@property MPOFaceFeatureCoordinate *eyebrowLeftOuter; +@property MPOFaceFeatureCoordinate *eyebrowLeftInner; +@property MPOFaceFeatureCoordinate *eyeLeftOuter; +@property MPOFaceFeatureCoordinate *eyeLeftTop; +@property MPOFaceFeatureCoordinate *eyeLeftBottom; +@property MPOFaceFeatureCoordinate *eyeLeftInner; +@property MPOFaceFeatureCoordinate *eyebrowRightInner; +@property MPOFaceFeatureCoordinate *eyeRightInner; +@property MPOFaceFeatureCoordinate *eyeRightTop; +@property MPOFaceFeatureCoordinate *eyeRightBottom; +@property MPOFaceFeatureCoordinate *eyeRightOuter; +@property MPOFaceFeatureCoordinate *noseRootLeft; +@property MPOFaceFeatureCoordinate *noseRootRight; +@property MPOFaceFeatureCoordinate *noseLeftAlarTop; +@property MPOFaceFeatureCoordinate *noseLeftAlarOutTip; +@property MPOFaceFeatureCoordinate *noseRightAlarOutTip; +@property MPOFaceFeatureCoordinate *upperLipTop; +@property MPOFaceFeatureCoordinate *upperLipBottom; +@property MPOFaceFeatureCoordinate *underLipTop; +@property MPOFaceFeatureCoordinate *underLipBottom; +-(instancetype)initWithDictionary:(NSDictionary *)dict; +@end diff --git a/Face/iOS/Pod/Classes/MPOFaceLandmarks.m b/Face/iOS/Pod/Classes/MPOFaceLandmarks.m new file mode 100644 index 0000000..d4a9d4b --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOFaceLandmarks.m @@ -0,0 +1,66 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import "MPOFaceLandmarks.h" + +@implementation MPOFaceLandmarks +-(instancetype)initWithDictionary:(NSDictionary *)dict { + self = [super init]; + if (self) { + self.pupilLeft = [[MPOFaceFeatureCoordinate alloc] initWithDictionary:dict[@"pupilLeft"]]; + self.pupilRight = [[MPOFaceFeatureCoordinate alloc] initWithDictionary:dict[@"pupilRight"]]; + self.noseTip = [[MPOFaceFeatureCoordinate alloc] initWithDictionary:dict[@"noseTip"]]; + self.mouthLeft = [[MPOFaceFeatureCoordinate alloc] initWithDictionary:dict[@"mouthLeft"]]; + self.mouthRight = [[MPOFaceFeatureCoordinate alloc] initWithDictionary:dict[@"mouthRight"]]; + self.eyebrowLeftOuter = [[MPOFaceFeatureCoordinate alloc] initWithDictionary:dict[@"eyebrowLeftOuter"]]; + self.eyebrowLeftInner = [[MPOFaceFeatureCoordinate alloc] initWithDictionary:dict[@"eyebrowLeftInner"]]; + self.eyeLeftOuter = [[MPOFaceFeatureCoordinate alloc] initWithDictionary:dict[@"eyeLeftOuter"]]; + self.eyeLeftTop = [[MPOFaceFeatureCoordinate alloc] initWithDictionary:dict[@"eyeLeftTop"]]; + self.eyeLeftBottom = [[MPOFaceFeatureCoordinate alloc] initWithDictionary:dict[@"eyeLeftBottom"]]; + self.eyeLeftInner = [[MPOFaceFeatureCoordinate alloc] initWithDictionary:dict[@"eyeLeftInner"]]; + self.eyebrowRightInner = [[MPOFaceFeatureCoordinate alloc] initWithDictionary:dict[@"eyebrowRightInner"]]; + self.eyeRightInner = [[MPOFaceFeatureCoordinate alloc] initWithDictionary:dict[@"eyeRightInner"]]; + self.eyeRightTop = [[MPOFaceFeatureCoordinate alloc] initWithDictionary:dict[@"eyeRightTop"]]; + self.eyeRightBottom = [[MPOFaceFeatureCoordinate alloc] initWithDictionary:dict[@"eyeRightBottom"]]; + self.eyeRightOuter = [[MPOFaceFeatureCoordinate alloc] initWithDictionary:dict[@"eyeRightOuter"]]; + self.noseRootLeft = [[MPOFaceFeatureCoordinate alloc] initWithDictionary:dict[@"noseRootLeft"]]; + self.noseRootRight = [[MPOFaceFeatureCoordinate alloc] initWithDictionary:dict[@"noseRootRight"]]; + self.noseLeftAlarTop = [[MPOFaceFeatureCoordinate alloc] initWithDictionary:dict[@"noseLeftAlarTop"]]; + self.noseLeftAlarOutTip = [[MPOFaceFeatureCoordinate alloc] initWithDictionary:dict[@"noseLeftAlarOutTip"]]; + self.noseRightAlarOutTip = [[MPOFaceFeatureCoordinate alloc] initWithDictionary:dict[@"noseRightAlarOutTip"]]; + self.upperLipTop = [[MPOFaceFeatureCoordinate alloc] initWithDictionary:dict[@"upperLipTop"]]; + self.upperLipBottom = [[MPOFaceFeatureCoordinate alloc] initWithDictionary:dict[@"upperLipBottom"]]; + self.underLipBottom = [[MPOFaceFeatureCoordinate alloc] initWithDictionary:dict[@"underLipBottom"]]; + self.underLipTop = [[MPOFaceFeatureCoordinate alloc] initWithDictionary:dict[@"underLipTop"]]; + } + return self; +} +@end diff --git a/Face/iOS/Pod/Classes/MPOFaceList.h b/Face/iOS/Pod/Classes/MPOFaceList.h new file mode 100644 index 0000000..cdcc8f2 --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOFaceList.h @@ -0,0 +1,40 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import +#import "MPOFaceMetadata.h" +@interface MPOFaceList : NSObject +@property NSString *faceListId; +@property NSString *name; +@property NSString *userData; +@property NSArray *persistedFaces; +-(instancetype)initWithDictionary:(NSDictionary *)dict; +@end diff --git a/Face/iOS/Pod/Classes/MPOFaceList.m b/Face/iOS/Pod/Classes/MPOFaceList.m new file mode 100644 index 0000000..1271559 --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOFaceList.m @@ -0,0 +1,54 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import "MPOFaceList.h" + +@implementation MPOFaceList +-(instancetype)initWithDictionary:(NSDictionary *)dict { + self = [super init]; + if (self) { + self.faceListId = dict[@"faceListId"]; + self.name = dict[@"name"]; + self.userData = dict[@"userData"]; + + NSMutableArray *persistedFacesArray = [[NSMutableArray alloc] init]; + + for (id obj in dict[@"persistedFaces"]) { + MPOFaceMetadata *faceMetadata = [[MPOFaceMetadata alloc] initWithDictionary:obj]; + [persistedFacesArray addObject:faceMetadata]; + } + + self.persistedFaces = [[NSArray alloc] initWithArray:persistedFacesArray]; + } + return self; +} + +@end diff --git a/Face/iOS/Pod/Classes/MPOFaceListMetadata.h b/Face/iOS/Pod/Classes/MPOFaceListMetadata.h new file mode 100644 index 0000000..21d818d --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOFaceListMetadata.h @@ -0,0 +1,39 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import + +@interface MPOFaceListMetadata : NSObject +@property NSString *faceListId; +@property NSString *name; +@property NSString *userData; +-(instancetype)initWithDictionary:(NSDictionary *)dict; +@end diff --git a/Face/iOS/Pod/Classes/MPOFaceListMetadata.m b/Face/iOS/Pod/Classes/MPOFaceListMetadata.m new file mode 100644 index 0000000..134934a --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOFaceListMetadata.m @@ -0,0 +1,44 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import "MPOFaceListMetadata.h" + +@implementation MPOFaceListMetadata +-(instancetype)initWithDictionary:(NSDictionary *)dict { + self = [super init]; + if (self) { + self.faceListId = dict[@"faceListId"]; + self.name = dict[@"name"]; + self.userData = dict[@"userData"]; + } + return self; +} +@end diff --git a/Face/iOS/Pod/Classes/MPOFaceMetadata.h b/Face/iOS/Pod/Classes/MPOFaceMetadata.h new file mode 100644 index 0000000..c1cc3a8 --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOFaceMetadata.h @@ -0,0 +1,36 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +#import +@interface MPOFaceMetadata : NSObject +@property NSString *persistedFaceId; +@property NSString *userData; +-(instancetype)initWithDictionary:(NSDictionary *)dict; +@end diff --git a/Face/iOS/Pod/Classes/MPOFaceMetadata.m b/Face/iOS/Pod/Classes/MPOFaceMetadata.m new file mode 100644 index 0000000..c18bba2 --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOFaceMetadata.m @@ -0,0 +1,43 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import "MPOFaceMetadata.h" + +@implementation MPOFaceMetadata +-(instancetype)initWithDictionary:(NSDictionary *)dict { + self = [super init]; + if (self) { + self.persistedFaceId = dict[@"persistedFaceId"]; + self.userData = dict[@"userData"]; + } + return self; +} +@end diff --git a/Face/iOS/Pod/Classes/MPOFaceRectangle.h b/Face/iOS/Pod/Classes/MPOFaceRectangle.h new file mode 100644 index 0000000..f5a40f7 --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOFaceRectangle.h @@ -0,0 +1,40 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import + +@interface MPOFaceRectangle : NSObject +@property NSNumber *width; +@property NSNumber *height; +@property NSNumber *left; +@property NSNumber *top; +-(instancetype)initWithDictionary:(NSDictionary *)dict; +@end diff --git a/Face/iOS/Pod/Classes/MPOFaceRectangle.m b/Face/iOS/Pod/Classes/MPOFaceRectangle.m new file mode 100644 index 0000000..f62efb5 --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOFaceRectangle.m @@ -0,0 +1,45 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import "MPOFaceRectangle.h" + +@implementation MPOFaceRectangle +-(instancetype)initWithDictionary:(NSDictionary *)dict { + self = [super init]; + if (self) { + self.top = dict[@"top"]; + self.left = dict[@"left"]; + self.width = dict[@"width"]; + self.height = dict[@"height"]; + } + return self; +} +@end diff --git a/Face/iOS/Pod/Classes/MPOFaceSDK.h b/Face/iOS/Pod/Classes/MPOFaceSDK.h new file mode 100644 index 0000000..814002f --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOFaceSDK.h @@ -0,0 +1,55 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +#ifndef ProjectOxfordFaceDemo_MPOFaceSDK_h +#define ProjectOxfordFaceDemo_MPOFaceSDK_h + +#import "MPOGroupResult.h" +#import "MPOSimilarFace.h" +#import "MPOIdentifyResult.h" +#import "MPOVerifyResult.h" +#import "MPOFaceHeadPose.h" +#import "MPOFaceFeatureCoordinate.h" +#import "MPOCandidate.h" +#import "MPOFace.h" +#import "MPOFaceLandmarks.h" +#import "MPOFaceRectangle.h" +#import "MPOFaceAttributes.h" +#import "MPOFaceServiceClient.h" +#import "MPOCreatePersonResult.h" +#import "MPOPerson.h" +#import "MPOAddPersistedFaceResult.h" +#import "MPOFaceListMetadata.h" +#import "MPOFaceList.h" +#import "MPOFaceMetadata.h" +#import "MPOPersonFace.h" +#import "MPOPersonGroup.h" +#import "MPOTrainingStatus.h" +#endif diff --git a/Face/iOS/Pod/Classes/MPOFaceServiceClient.h b/Face/iOS/Pod/Classes/MPOFaceServiceClient.h new file mode 100644 index 0000000..3200acc --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOFaceServiceClient.h @@ -0,0 +1,380 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import +#import "MPOFaceSDK.h" +#import "MPOPersonGroup.h" +#import "MPOTrainingStatus.h" +#import "MPOCreatePersonResult.h" +#import "MPOPerson.h" +#import "MPOPersonFace.h" +#import "MPOAddPersistedFaceResult.h" +#import "MPOFaceList.h" +#import "MPOFaceListMetadata.h" +typedef enum +{ + MPOFaceAttributeTypeAge = 1, + MPOFaceAttributeTypeGender, + MPOFaceAttributeTypeFacialHair, + MPOFaceAttributeTypeSmile, + MPOFaceAttributeTypeHeadPose, +} MPOFaceAttributeType; + +typedef void (^MPOCompletionBlock)(NSError *error); +typedef void (^MPOFaceArrayCompletionBlock)(NSArray *collection, NSError *error); +typedef void (^MPOSimilarFaceArrayCompletionBlock)(NSArray *collection, NSError *error); +typedef void (^MPOIdentifyResultArrayCompletionBlock)(NSArray *collection, NSError *error); +typedef void (^MPOPersonGroupArrayCompletionBlock)(NSArray *collection, NSError *error); +typedef void (^MPOPersonArrayCompletionBlock)(NSArray *collection, NSError *error); +typedef void (^MPOFaceListMetadataArrayCompletionBlock)(NSArray *collection, NSError *error); + +@interface MPOFaceServiceClient : NSObject + +/** +* Creates an instance of MPOFaceServiceClient +* @param key @param key subscription key to use face api +* @return @return MPOFaceServiceClient +*/ +- (id)initWithSubscriptionKey:(NSString *)key; + + +#pragma mark Face Detection APIs + + +/** + * Detects faces in an URL image + * @param url url + * @param returnFaceId if set to true, return faceId + * @param returnFaceLandmarks if set to true, return face landmarks + * @param returnFaceAttributes return face attributes + * @param completion completion handler + * @return detected faces, NSArray containing MPOFace objects + */ +- (NSURLSessionDataTask *)detectWithUrl:(NSString *)url returnFaceId:(BOOL)returnFaceId returnFaceLandmarks:(BOOL)returnFaceLandmarks returnFaceAttributes:(NSArray *)returnFaceAttributes completionBlock:(MPOFaceArrayCompletionBlock)completion; + +/** + * Detects faces in an data stream + * @param data data + * @param returnFaceId if set to true, return faceId + * @param returnFaceLandmarks if set to true, return face landmarks + * @param returnFaceAttributes return face attributes + * @param completion completion handler + * @return detected faces, NSArray containing MPOFace objects + */ +- (NSURLSessionDataTask *)detectWithData:(NSData *)data returnFaceId:(BOOL)returnFaceId returnFaceLandmarks:(BOOL)returnFaceLandmarks returnFaceAttributes:(NSArray *)returnFaceAttributes completionBlock:(MPOFaceArrayCompletionBlock)completion; + +/** + * Verifies whether the specified two faces belong to the same person. + * @param faceId1 first face Id + * @param faceId2 second face Id + * @param completion completionHandler + * @return the verification result, MPOVerifyResult + */ +- (NSURLSessionDataTask *)verifyWithFirstFaceId:(NSString *)faceId1 faceId2:(NSString *)faceId2 completionBlock:(void (^) (MPOVerifyResult *verifyResult, NSError *error))completion; + +/** + * Finds the similar faces. + * @param faceId The face identifier. + * @param faceIds The face list identifier. + * @param completion completionHandler + * @return the similar faces, NSArray containg MPOSimilarFace + */ +- (NSURLSessionDataTask *)findSimilarWithFaceId:(NSString *)faceId faceIds:(NSArray *)faceIds completionBlock:(MPOSimilarFaceArrayCompletionBlock)completion; + +/** + * Groups the faces. + * @param faceIds the face ids. + * @param completion completionHandler + * @return group result, MPOGroupResult + */ +- (NSURLSessionDataTask *)groupWithFaceIds:(NSArray *)faceIds completionBlock:(void (^) (MPOGroupResult *groupResult, NSError *error))completion; + +/** + * Identities the faces in a given person group. + * @param personGroupId the person group id + * @param faceIds the face ids + * @param maxNumberOfCandidates The maximum number of candidates returned for each face. + * @param completion completionHandler + * @return the identification results, NSArray containing MPOIdentifyResult objects + */ +- (NSURLSessionDataTask *)identifyWithPersonGroupId:(NSString *)personGroupId faceIds:(NSArray *)faceIds maxNumberOfCandidates:(NSInteger)maxNumberOfCandidates completionBlock:(MPOIdentifyResultArrayCompletionBlock)completion; + + +#pragma mark Person Groups APIs + + +/** + * Creates the person group + * @param personGroupId the group identifier. + * @param name the name of the person group + * @param userData the user data + * @param completion completionHandler + * @return boolean representing success or failure of creation + */ +- (NSURLSessionDataTask *)createPersonGroupWithId:(NSString *)personGroupId name:(NSString *)name userData:(NSString *)userData completionBlock:(MPOCompletionBlock)completion; + +/** + * Gets a person group + * @param personGroupId the person group id + * @param completion completionHandler + * @return The person group, MPOPersonGroup + */ +- (NSURLSessionDataTask *)getPersonGroupWithPersonGroupId:(NSString *)personGroupId completionBlock:(void (^) (MPOPersonGroup *personGroup, NSError *error))completion; + +/** + * Updates a person group. + * @param personGroupId the person group id + * @param name the name + * @param userData the user data + * @param completion completionHandler + * @return boolean representing success or failure of update + */ +- (NSURLSessionDataTask *)updatePersonGroupWithPersonGroupId:(NSString *)personGroupId name:(NSString *)name userData:(NSString *)userData completionBlock:(MPOCompletionBlock)completion; + +/** + * Deletes a person group. + * @param personGroupId the person group id + * @param completion completionHandler + * @return boolean representing success or failure of deletion + */ +- (NSURLSessionDataTask *)deletePersonGroupWithPersonGroupId:(NSString *)personGroupId completionBlock:(MPOCompletionBlock)completion; + +/** + * Gets all person groups + * @param completion completionHandler + * @return person group entities, NSArray of MPOPersonGroup objects + */ +- (NSURLSessionDataTask *)getPersonGroupsWithCompletion:(MPOPersonGroupArrayCompletionBlock)completion; + +/** + * Trains the person group + * @param personGroupId the person group id + * @param completion completionHandler + * @return boolean representing success or failure of starting train operation + */ +- (NSURLSessionDataTask *)trainPersonGroupWithPersonGroupId:(NSString *)personGroupId completionBlock:(MPOCompletionBlock)completion; + +/** + * Gets person group training status + * @param personGroupId the person group id + * @param completion completionHandler + * @return the person group training status, MPOTrainingStatus + */ +- (NSURLSessionDataTask *)getPersonGroupTrainingStatusWithPersonGroupId:(NSString *)personGroupId completionBlock:(void (^) (MPOTrainingStatus *trainingStatus, NSError *error))completion; + + +#pragma mark Person APIs + + +/** + * Creates a person + * @param personGroupId the person group id + * @param name the name + * @param userData the user data + * @param completion completionHandler + * @return the create person result, MPOCreatePersonResult + */ +- (NSURLSessionDataTask *)createPersonWithPersonGroupId:(NSString *)personGroupId name:(NSString *)name userData:(NSString *)userData completionBlock:(void (^) (MPOCreatePersonResult *createPersonResult, NSError *error))completion; + +/** + * Gets a person + * @param personGroupId the person group id + * @param personId the person id + * @param completion completionHandler + * @return the person, MPOPerson + */ +- (NSURLSessionDataTask *)getPersonWithPersonGroupId:(NSString *)personGroupId personId:(NSString *)personId completionBlock:(void (^) (MPOPerson *person, NSError *error))completion; + +/** + * Updates person. + * @param personGroupId the person group id + * @param personId the person id + * @param name the name + * @param userData the user data + * @param completion completionHandler + * @return boolean representing success or failure of update person operation + */ +- (NSURLSessionDataTask *)updatePersonWithPersonGroupId:(NSString *)personGroupId personId:(NSString *)personId name:(NSString *)name userData:(NSString *)userData completionBlock:(MPOCompletionBlock)completion; + +/** + * Deletes a person. + * @param personGroupId the person group id + * @param personId the person id + * @param completion completionHandler + * @return boolean representing success or failure of delete person operation + */ +- (NSURLSessionDataTask *)deletePersonWithPersonGroupId:(NSString *)personGroupId personId:(NSString *)personId completionBlock:(MPOCompletionBlock)completion; + +/** + * Gets all persons inside a person group + * @param personGroupId the person group id + * @param completion completion handler + * @return the persons, NSArray containing MPOPerson objects + */ +- (NSURLSessionDataTask *)getPersonsWithPersonGroupId:(NSString *)personGroupId completionBlock:(MPOPersonArrayCompletionBlock)completion; + +/** + * Gets a face of a person + * @param personGroupId the person group id + * @param personId the person id + * @param persistedFaceId the persisted face id + * @param completion completionHandler + * @return the person face, MPOPersonFace + */ +- (NSURLSessionDataTask *)getPersonFaceWithPersonGroupId:(NSString *)personGroupId personId:(NSString *)personId persistedFaceId:(NSString *)persistedFaceId completionBlock:(void (^) (MPOPersonFace *personFace, NSError *error))completion; + +/** + * Updates a face of a person + * @param personGroupId the person group id + * @param personId the person id + * @param persistedFaceId the persisted face id + * @param userData the user data + * @param completion completionHandler + * @return boolean representing success or failure of update person face operation + */ +- (NSURLSessionDataTask *)updatePersonFaceWithPersonGroupId:(NSString *)personGroupId personId:(NSString *)personId persistedFaceId:(NSString *)persistedFaceId userData:(NSString *)userData completionBlock:(MPOCompletionBlock)completion; + +/** + * Deletes a face of a person + * @param personGroupId The person group id + * @param personId The person id + * @param persistedFaceId The persisted face id + * @param completion completionHandler + * @return boolean representing success or failure of delete person face operation + */ +- (NSURLSessionDataTask *)deletePersonFaceWithPersonGroupId:(NSString *)personGroupId personId:(NSString *)personId persistedFaceId:(NSString *)persistedFaceId completionBlock:(MPOCompletionBlock)completion; + +/** + * Adds a face to a person. + * @param personGroupId The person group id + * @param personId The person id + * @param url The face image URL. + * @param userData The user data. + * @param faceRectangle The face rectangle. + * @param completion completionHandler + * @return Add Persisted Face Result, MPOAddPersistedFaceResult + */ +- (NSURLSessionDataTask *)addPersonFaceWithPersonGroupId:(NSString *)personGroupId personId:(NSString *)personId url:(NSString *)url userData:(NSString *)userData faceRectangle:(MPOFaceRectangle *)faceRectangle completionBlock:(void (^) (MPOAddPersistedFaceResult *addPersistedFaceResult, NSError *error))completion; + +/** + * Adds a face to a person. + * @param personGroupId The person group id + * @param personId The person id + * @param data The face data. + * @param userData The user data. + * @param faceRectangle The face rectangle. + * @param completion completionHandler + * @return Add Persisted Face Result, MPOAddPersistedFaceResult + */ +- (NSURLSessionDataTask *)addPersonFaceWithPersonGroupId:(NSString *)personGroupId personId:(NSString *)personId data:(NSData *)data userData:(NSString *)userData faceRectangle:(MPOFaceRectangle *)faceRectangle completionBlock:(void (^) (MPOAddPersistedFaceResult *addPersistedFaceResult, NSError *error))completion; + + +#pragma mark Face List APIs + + +/** + * Creates the face list + * @param faceListId The face list identifier. + * @param name The name + * @param userData The user data. + * @param completion completionHandler + * @return boolean representing success or failure of create face list operation + */ +- (NSURLSessionDataTask *)createFaceListWithFaceListId:(NSString *)faceListId name:(NSString *)name userData:(NSString *)userData completionBlock:(MPOCompletionBlock)completion; + +/** + * Gets the face list + * @param faceListId The face list identifier. + * @param completion completionHandler + * @return The face list, MPOFaceList + */ +- (NSURLSessionDataTask *)getFaceListWithFaceListId:(NSString *)faceListId completionBlock:(void (^) (MPOFaceList *addPersistedFaceResult, NSError *error))completion; + +/** + * Lists all face lists + * @param completion completionHandler + * @return face lists, NSArray containing MPOFaceListMetadata objects + */ +- (NSURLSessionDataTask *)listFaceListsWithCompletion:(MPOFaceListMetadataArrayCompletionBlock)completion; + +/** + * Updates a face list. + * @param faceListId The face list identifier. + * @param name the name + * @param userData the user data + * @param completion the completionHandler + * @return boolean representing success or failure of update face list operation + */ +- (NSURLSessionDataTask *)updateFaceListWithFaceListId:(NSString *)faceListId name:(NSString *)name userData:(NSString *)userData completionBlock:(MPOCompletionBlock)completion; + +/** + * Deletes a face list. + * @param faceListId The face list identifier. + * @param name the name + * @param userData the user data. + * @param completion the completionHandler. + * @return boolean representing success or failure of delete face list operation + */ +- (NSURLSessionDataTask *)deleteFaceListWithFaceListId:(NSString *)faceListId name:(NSString *)name userData:(NSString *)userData completionBlock:(MPOCompletionBlock)completion; + +/** + * Deletes faces from a face list + * @param faceListId the face list identifier. + * @param name the name + * @param persistedFaceId the face identifier. + * @param completion completionHandler + * @return boolean representing success or failure of delete face from face list operation + */ +- (NSURLSessionDataTask *)deleteFacesFromFaceListWithFaceListId:(NSString *)faceListId name:(NSString *)name persistedFaceId:(NSString *)persistedFaceId completionBlock:(MPOCompletionBlock)completion; + +/** + * Adds the face to the face list. + * @param faceListId the face list identifier. + * @param url the face image URL. + * @param userData the user data. + * @param faceRectangle the face rectangle. + * @param completion completionHandler + * @return the persisted face result, MPOAddPersistedFaceResult + */ +- (NSURLSessionDataTask *)addFacesToFaceListWithFaceListId:(NSString *)faceListId url:(NSString *)url userData:(NSString *)userData faceRectangle:(MPOFaceRectangle *)faceRectangle completionBlock:(void (^) (MPOAddPersistedFaceResult *addPersistedFaceResult, NSError *error))completion; + +/** + * Adds the face to the face list. + * @param faceListId the face list identifier. + * @param data the face image data. + * @param userData the user data. + * @param faceRectangle the face rectangle. + * @param completion completionHandler + * @return the persisted face result, MPOAddPersistedFaceResult + */ +- (NSURLSessionDataTask *)addFacesToFaceListWithFaceListId:(NSString *)faceListId data:(NSData *)data userData:(NSString *)userData faceRectangle:(MPOFaceRectangle *)faceRectangle completionBlock:(void (^) (MPOAddPersistedFaceResult *addPersistedFaceResult, NSError *error))completion; + +@end \ No newline at end of file diff --git a/Face/iOS/Pod/Classes/MPOFaceServiceClient.m b/Face/iOS/Pod/Classes/MPOFaceServiceClient.m new file mode 100644 index 0000000..9047f3d --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOFaceServiceClient.m @@ -0,0 +1,681 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import "MPOFaceServiceClient.h" + +@interface MPOFaceServiceClient () +//private properties +typedef void(^PORequestCompletionBlock)(NSURLResponse *response, id responseObject, NSError *error); +@property NSString* subscriptionKey; +@end + + +@implementation MPOFaceServiceClient + +- (id)initWithSubscriptionKey:(NSString *)key { + + self = [super init]; + if (self) { + self.subscriptionKey = key; + } + + return self; +} + +#pragma mark Face +/* + * ============================================================= + * ================ Face ================= + * ============================================================= + */ + +- (NSString *)faceAttributesWithArray:(NSArray *)faceAttributeTypesArray { + NSMutableArray *faceAttributesStringArray = [[NSMutableArray alloc] init]; + for (NSNumber *number in faceAttributeTypesArray) { + + if ([number isEqualToNumber:@(MPOFaceAttributeTypeAge)]) { + [faceAttributesStringArray addObject:@"age"]; + } + + if ([number isEqualToNumber:@(MPOFaceAttributeTypeGender)]) { + [faceAttributesStringArray addObject:@"gender"]; + } + if ([number isEqualToNumber:@(MPOFaceAttributeTypeHeadPose)]) { + [faceAttributesStringArray addObject:@"headPose"]; + + } + if ([number isEqualToNumber:@(MPOFaceAttributeTypeSmile)]) { + [faceAttributesStringArray addObject:@"smile"]; + + } + if ([number isEqualToNumber:@(MPOFaceAttributeTypeFacialHair)]) { + [faceAttributesStringArray addObject:@"facialHair"]; + } + + } + + NSString *joinedComponents = [faceAttributesStringArray componentsJoinedByString:@","]; + + return joinedComponents; +} + +- (NSString *)faceRectangleStringRepresentation:(MPOFaceRectangle *)faceRectangle { + if (!faceRectangle) { + return nil; + } + else { + return [NSString stringWithFormat:@"%@,%@,%@,%@", faceRectangle.left.stringValue, faceRectangle.top.stringValue, faceRectangle.width.stringValue, faceRectangle.height.stringValue]; + } +} + +- (NSURLSessionDataTask *)detectWithUrl:(NSString *)url returnFaceId:(BOOL)returnFaceId returnFaceLandmarks:(BOOL)returnFaceLandmarks returnFaceAttributes:(NSArray *)returnFaceAttributes completionBlock:(MPOFaceArrayCompletionBlock)completion { + + NSMutableArray *responseCollection = [[NSMutableArray alloc] init]; + + return [self startTaskWithHttpMethod:@"POST" path:@"detect" + parameters:@{@"url" : url} + urlParams:@{@"returnFaceId" : ObjectOrNull([self booleanToString:returnFaceId]), + @"returnFaceLandmarks" : ObjectOrNull([self booleanToString:returnFaceLandmarks]), + @"returnFaceAttributes" : ObjectOrNull([self faceAttributesWithArray:returnFaceAttributes])} + bodyData: nil + completion:^(NSURLResponse *response, id responseObject, NSError *error) { + + if (!error && [responseObject isKindOfClass:[NSArray class]]) { + + for (NSDictionary *face in responseObject) { + MPOFace *newFace = [[MPOFace alloc] initWithDictionary:face]; + [responseCollection addObject:newFace]; + } + } + + [self runCompletionOnMainQueueWithBlock:completion object:responseCollection error:error]; + }]; + +} + +- (NSURLSessionDataTask *)detectWithData:(NSData *)data returnFaceId:(BOOL)returnFaceId returnFaceLandmarks:(BOOL)returnFaceLandmarks returnFaceAttributes:(NSArray *)returnFaceAttributes completionBlock:(MPOFaceArrayCompletionBlock)completion { + + NSMutableArray *responseCollection = [[NSMutableArray alloc] init]; + + return [self startTaskWithHttpMethod:@"POST" path:@"detect" + parameters:nil + urlParams:@{@"returnFaceId" : ObjectOrNull([self booleanToString:returnFaceId]), + @"returnFaceLandmarks" : ObjectOrNull([self booleanToString:returnFaceLandmarks]), + @"returnFaceAttributes" : ObjectOrNull([self faceAttributesWithArray:returnFaceAttributes])} + bodyData: data + completion:^(NSURLResponse *response, id responseObject, NSError *error) { + + if (!error && [responseObject isKindOfClass:[NSArray class]]) { + + for (NSDictionary *face in responseObject) { + MPOFace *newFace = [[MPOFace alloc] initWithDictionary:face]; + [responseCollection addObject:newFace]; + } + } + + [self runCompletionOnMainQueueWithBlock:completion object:responseCollection error:error]; + }]; +} + +- (NSURLSessionDataTask *)verifyWithFirstFaceId:(NSString *)faceId1 faceId2:(NSString *)faceId2 completionBlock:(void (^) (MPOVerifyResult *verifyResult, NSError *error))completion { + + return [self startTaskWithHttpMethod:@"POST" path:@"verify" parameters:@{@"faceId1" : faceId1, @"faceId2" : faceId2} urlParams:nil bodyData:nil completion:^(NSURLResponse *response, id responseObject, NSError *error) { + + MPOVerifyResult *verifyResult = nil; + + if (!error && [responseObject isKindOfClass:[NSDictionary class]]) { + verifyResult = [[MPOVerifyResult alloc] initWithDictionary:responseObject]; + } + + [self runCompletionOnMainQueueWithBlock:completion object:verifyResult error:error]; + }]; +} + + +//return IdentifyResult[] +- (NSURLSessionDataTask *)identifyWithPersonGroupId:(NSString *)personGroupId faceIds:(NSArray *)faceIds maxNumberOfCandidates:(NSInteger)maxNumberOfCandidates completionBlock:(MPOIdentifyResultArrayCompletionBlock)completion { + + return [self startTaskWithHttpMethod:@"POST" path:@"identify" parameters:@{@"faceIds" : faceIds, @"personGroupId" : personGroupId, @"maxNumOfCandidatesReturned" : [NSNumber numberWithInteger:maxNumberOfCandidates]} urlParams:nil bodyData:nil completion:^(NSURLResponse *response, id responseObject, NSError *error) { + + NSMutableArray *identifyResults = [[NSMutableArray alloc] init]; + + if (!error && [responseObject isKindOfClass:[NSArray class]]) { + + for (id obj in responseObject) { + MPOIdentifyResult *identifyResult = [[MPOIdentifyResult alloc] initWithDictionary:obj]; + [identifyResults addObject:identifyResult]; + } + } + + [self runCompletionOnMainQueueWithBlock:completion object:identifyResults error:error]; + }]; +} + + +//return SimilarFace[] +- (NSURLSessionDataTask *)findSimilarWithFaceId:(NSString *)faceId faceIds:(NSArray *)faceIds completionBlock:(MPOSimilarFaceArrayCompletionBlock)completion { + + return [self startTaskWithHttpMethod:@"POST" path:@"findsimilars" parameters:@{@"faceId" : faceId, @"faceIds" : faceIds} urlParams:nil bodyData:nil completion:^(NSURLResponse *response, id responseObject, NSError *error) { + + NSMutableArray *similarFaces = [[NSMutableArray alloc] init]; + + if (!error) { + for (id faceObj in responseObject) { + NSString *faceId = faceObj[@"faceId"]; + + MPOSimilarFace *similarFace = [[MPOSimilarFace alloc] init]; + similarFace.faceId = faceId; + [similarFaces addObject:similarFace]; + } + } + + [self runCompletionOnMainQueueWithBlock:completion object:similarFaces error:error]; + }]; +} + +//return GroupResult +- (NSURLSessionDataTask *)groupWithFaceIds:(NSArray *)faceIds completionBlock:(void (^) (MPOGroupResult *groupResult, NSError *error))completion { + return [self startTaskWithHttpMethod:@"POST" path:@"group" parameters:@{@"faceIds" : faceIds} urlParams:nil bodyData:nil completion:^(NSURLResponse *response, id responseObject, NSError *error) { + + MPOGroupResult *groupResult = nil; + + if (!error && [responseObject isKindOfClass:[NSDictionary class]]) { + groupResult = [[MPOGroupResult alloc] initWithDictionary:responseObject]; + } + + [self runCompletionOnMainQueueWithBlock:completion object:groupResult error:error]; + }]; + +} + +#pragma mark PersonGroups +/* + * ============================================================= + * ================ PersonGroups ================= + * ============================================================= +*/ + +- (NSURLSessionDataTask *)createPersonGroupWithId:(NSString *)personGroupId name:(NSString *)name userData:(NSString *)userData completionBlock:(MPOCompletionBlock)completion { + + return [self startTaskWithHttpMethod:@"PUT" path:[NSString stringWithFormat:@"persongroups/%@", personGroupId] parameters:@{@"name" : name, @"userData" : ObjectOrNull(userData)} urlParams:nil bodyData:nil completion:^(NSURLResponse *response, id responseObject, NSError *error) { + + [self runCompletionOnMainQueueWithBlock:completion error:error]; + }]; +} + +- (NSURLSessionDataTask *)getPersonGroupWithPersonGroupId:(NSString *)personGroupId completionBlock:(void (^) (MPOPersonGroup *personGroup, NSError *error))completion { + + return [self startTaskWithHttpMethod:@"GET" path:[NSString stringWithFormat:@"persongroups/%@", personGroupId] parameters:nil urlParams:nil bodyData:nil completion:^(NSURLResponse *response, id responseObject, NSError *error) { + + MPOPersonGroup *personGroup = nil; + + if (!error) { + personGroup = [[MPOPersonGroup alloc] initWithDictionary:responseObject]; + } + + [self runCompletionOnMainQueueWithBlock:completion object:personGroup error:error]; + }]; +} + +- (NSURLSessionDataTask *)updatePersonGroupWithPersonGroupId:(NSString *)personGroupId name:(NSString *)name userData:(NSString *)userData completionBlock:(MPOCompletionBlock)completion { + + return [self startTaskWithHttpMethod:@"PATCH" path:[NSString stringWithFormat:@"persongroups/%@", personGroupId] parameters:@{@"name" : name, @"userData" : ObjectOrNull(userData)} urlParams:nil bodyData:nil completion:^(NSURLResponse *response, id responseObject, NSError *error) { + + [self runCompletionOnMainQueueWithBlock:completion error:error]; + }]; +} + +- (NSURLSessionDataTask *)deletePersonGroupWithPersonGroupId:(NSString *)personGroupId completionBlock:(MPOCompletionBlock)completion { + + return [self startTaskWithHttpMethod:@"DELETE" path:[NSString stringWithFormat:@"persongroups/%@", personGroupId] parameters:nil urlParams:nil bodyData:nil completion:^(NSURLResponse *response, id responseObject, NSError *error) { + + [self runCompletionOnMainQueueWithBlock:completion error:error]; + }]; +} + +- (NSURLSessionDataTask *)getPersonGroupsWithCompletion:(MPOPersonGroupArrayCompletionBlock)completion { + return [self startTaskWithHttpMethod:@"GET" path:@"persongroups" parameters:nil urlParams:nil bodyData:nil completion:^(NSURLResponse *response, id responseObject, NSError *error) { + + NSMutableArray *responseCollection = [[NSMutableArray alloc] init]; + + if (!error) { + for (id obj in responseObject) { + MPOPersonGroup *personGroup = [[MPOPersonGroup alloc] initWithDictionary:obj]; + [responseCollection addObject:personGroup]; + } + } + + [self runCompletionOnMainQueueWithBlock:completion object:responseCollection error:error]; + }]; + +} + +- (NSURLSessionDataTask *)trainPersonGroupWithPersonGroupId:(NSString *)personGroupId completionBlock:(MPOCompletionBlock)completion { + return [self startTaskWithHttpMethod:@"POST" path:[NSString stringWithFormat:@"persongroups/%@/train", personGroupId] parameters:nil urlParams:nil bodyData:nil completion:^(NSURLResponse *response, id responseObject, NSError *error) { + + [self runCompletionOnMainQueueWithBlock:completion error:error]; + }]; +} + +- (NSURLSessionDataTask *)getPersonGroupTrainingStatusWithPersonGroupId:(NSString *)personGroupId completionBlock:(void (^) (MPOTrainingStatus *trainingStatus, NSError *error))completion { + + return [self startTaskWithHttpMethod:@"GET" path:[NSString stringWithFormat:@"persongroups/%@/training", personGroupId] parameters:nil urlParams:nil bodyData:nil completion:^(NSURLResponse *response, id responseObject, NSError *error) { + MPOTrainingStatus *trainingStatus = nil; + + if (!error) { + trainingStatus = [[MPOTrainingStatus alloc] initWithDictionary:responseObject]; + } + + [self runCompletionOnMainQueueWithBlock:completion object:trainingStatus error:error]; + }]; + +} + + + +#pragma mark Person +/* + * ============================================================= + * ================ Person ================= + * ============================================================= + */ + +- (NSURLSessionDataTask *)createPersonWithPersonGroupId:(NSString *)personGroupId name:(NSString *)name userData:(NSString *)userData completionBlock:(void (^) (MPOCreatePersonResult *createPersonResult, NSError *error))completion { + + return [self startTaskWithHttpMethod:@"POST" path:[NSString stringWithFormat:@"persongroups/%@/persons", personGroupId] parameters:@{@"name" : name, @"userData" : ObjectOrNull(userData)} urlParams:nil bodyData:nil completion:^(NSURLResponse *response, id responseObject, NSError *error) { + + MPOCreatePersonResult *personResult = nil; + + if (!error) { + personResult = [[MPOCreatePersonResult alloc] initWithDictionary:responseObject]; + } + + [self runCompletionOnMainQueueWithBlock:completion object:personResult error:error]; + }]; + +} + +//return Person +- (NSURLSessionDataTask *)getPersonWithPersonGroupId:(NSString *)personGroupId personId:(NSString *)personId completionBlock:(void (^) (MPOPerson *person, NSError *error))completion { + + return [self startTaskWithHttpMethod:@"GET" path:[NSString stringWithFormat:@"persongroups/%@/persons/%@", personGroupId, personId] parameters:nil urlParams:nil bodyData:nil completion:^(NSURLResponse *response, id responseObject, NSError *error) { + + MPOPerson *personResult = nil; + + if (!error) { + personResult = [[MPOPerson alloc] initWithDictionary:responseObject]; + } + + [self runCompletionOnMainQueueWithBlock:completion object:personResult error:error]; + }]; + +} + +- (NSURLSessionDataTask *)updatePersonWithPersonGroupId:(NSString *)personGroupId personId:(NSString *)personId name:(NSString *)name userData:(NSString *)userData completionBlock:(MPOCompletionBlock)completion { + + return [self startTaskWithHttpMethod:@"PATCH" path:[NSString stringWithFormat:@"persongroups/%@/persons/%@", personGroupId, personId] parameters:@{@"name" : name, @"userData" : ObjectOrNull(userData)} urlParams:nil bodyData:nil completion:^(NSURLResponse *response, id responseObject, NSError *error) { + + [self runCompletionOnMainQueueWithBlock:completion error:error]; + }]; +} + +- (NSURLSessionDataTask *)deletePersonWithPersonGroupId:(NSString *)personGroupId personId:(NSString *)personId completionBlock:(MPOCompletionBlock)completion { + + return [self startTaskWithHttpMethod:@"DELETE" path:[NSString stringWithFormat:@"persongroups/%@/persons/%@", personGroupId, personId] parameters:nil urlParams:nil bodyData:nil completion:^(NSURLResponse *response, id responseObject, NSError *error) { + + [self runCompletionOnMainQueueWithBlock:completion error:error]; + }]; +} + +- (NSURLSessionDataTask *)getPersonsWithPersonGroupId:(NSString *)personGroupId completionBlock:(MPOPersonArrayCompletionBlock)completion { + + return [self startTaskWithHttpMethod:@"GET" path:[NSString stringWithFormat:@"persongroups/%@/persons", personGroupId] parameters:nil urlParams:nil bodyData:nil completion:^(NSURLResponse *response, id responseObject, NSError *error) { + + NSMutableArray *personCollection = [[NSMutableArray alloc] init]; + + if (!error) { + + for (id obj in responseObject) { + MPOPerson *person = [[MPOPerson alloc] initWithDictionary:obj]; + [personCollection addObject:person]; + } + } + + [self runCompletionOnMainQueueWithBlock:completion object:personCollection error:error]; + }]; + +} + +- (NSURLSessionDataTask *)getPersonFaceWithPersonGroupId:(NSString *)personGroupId personId:(NSString *)personId persistedFaceId:(NSString *)persistedFaceId completionBlock:(void (^) (MPOPersonFace *personFace, NSError *error))completion { + + return [self startTaskWithHttpMethod:@"GET" path:[NSString stringWithFormat:@"persongroups/%@/persons/%@/persistedFaces/%@", personGroupId, personId, persistedFaceId] parameters:nil urlParams:nil bodyData:nil completion:^(NSURLResponse *response, id responseObject, NSError *error) { + + MPOPersonFace *personFace = nil; + + if (!error) { + personFace = [[MPOPersonFace alloc] initWithDictionary:responseObject]; + } + + [self runCompletionOnMainQueueWithBlock:completion object:personFace error:error]; + }]; + +} + +- (NSURLSessionDataTask *)updatePersonFaceWithPersonGroupId:(NSString *)personGroupId personId:(NSString *)personId persistedFaceId:(NSString *)persistedFaceId userData:(NSString *)userData completionBlock:(MPOCompletionBlock)completion { + + return [self startTaskWithHttpMethod:@"PATCH" path:[NSString stringWithFormat:@"persongroups/%@/persons/%@/persistedFaces/%@", personGroupId, personId, persistedFaceId] parameters:@{@"userData" : ObjectOrNull(userData)} urlParams:nil bodyData:nil completion:^(NSURLResponse *response, id responseObject, NSError *error) { + + [self runCompletionOnMainQueueWithBlock:completion error:error]; + }]; +} + +- (NSURLSessionDataTask *)deletePersonFaceWithPersonGroupId:(NSString *)personGroupId personId:(NSString *)personId persistedFaceId:(NSString *)persistedFaceId completionBlock:(MPOCompletionBlock)completion { + + return [self startTaskWithHttpMethod:@"DELETE" path:[NSString stringWithFormat:@"persongroups/%@/persons/%@/persistedFaces/%@", personGroupId, personId, persistedFaceId] parameters:nil urlParams:nil bodyData:nil completion:^(NSURLResponse *response, id responseObject, NSError *error) { + + [self runCompletionOnMainQueueWithBlock:completion error:error]; + }]; + +} + + +- (NSURLSessionDataTask *)addPersonFaceWithPersonGroupId:(NSString *)personGroupId personId:(NSString *)personId url:(NSString *)url userData:(NSString *)userData faceRectangle:(MPOFaceRectangle *)faceRectangle completionBlock:(void (^) (MPOAddPersistedFaceResult *addPersistedFaceResult, NSError *error))completion { + + return [self startTaskWithHttpMethod:@"POST" path:[NSString stringWithFormat:@"persongroups/%@/persons/%@/persistedFaces", personGroupId, personId] parameters:@{@"url" : url} urlParams:@{@"userData" : ObjectOrNull(userData), @"targetFace" : ObjectOrNull([self faceRectangleStringRepresentation:faceRectangle])} bodyData:nil completion:^(NSURLResponse *response, id responseObject, NSError *error) { + + MPOAddPersistedFaceResult *addPersistedFaceResult = nil; + + if (!error) { + addPersistedFaceResult = [[MPOAddPersistedFaceResult alloc] initWithDictionary:responseObject]; + } + + [self runCompletionOnMainQueueWithBlock:completion object:addPersistedFaceResult error:error]; + }]; + +} + +- (NSURLSessionDataTask *)addPersonFaceWithPersonGroupId:(NSString *)personGroupId personId:(NSString *)personId data:(NSData *)data userData:(NSString *)userData faceRectangle:(MPOFaceRectangle *)faceRectangle completionBlock:(void (^) (MPOAddPersistedFaceResult *addPersistedFaceResult, NSError *error))completion { + + return [self startTaskWithHttpMethod:@"POST" path:[NSString stringWithFormat:@"persongroups/%@/persons/%@/persistedFaces", personGroupId, personId] parameters:nil urlParams:@{@"userData" : ObjectOrNull(userData), @"targetFace" : ObjectOrNull([self faceRectangleStringRepresentation:faceRectangle])} bodyData:data completion:^(NSURLResponse *response, id responseObject, NSError *error) { + + MPOAddPersistedFaceResult *addPersistedFaceResult = nil; + + if (!error) { + addPersistedFaceResult = [[MPOAddPersistedFaceResult alloc] initWithDictionary:responseObject]; + } + + [self runCompletionOnMainQueueWithBlock:completion object:addPersistedFaceResult error:error]; + }]; +} + +#pragma mark FaceLists +/* + * ============================================================= + * ================ FaceLists ================= + * ============================================================= + */ +//return success +- (NSURLSessionDataTask *)createFaceListWithFaceListId:(NSString *)faceListId name:(NSString *)name userData:(NSString *)userData completionBlock:(MPOCompletionBlock)completion { + + return [self startTaskWithHttpMethod:@"PUT" path:[NSString stringWithFormat:@"facelists/%@", faceListId] parameters:@{@"name" : name, @"userData" : ObjectOrNull(userData)} urlParams:nil bodyData:nil completion:^(NSURLResponse *response, id responseObject, NSError *error) { + + [self runCompletionOnMainQueueWithBlock:completion error:error]; + }]; +} + +//return FaceList +- (NSURLSessionDataTask *)getFaceListWithFaceListId:(NSString *)faceListId completionBlock:(void (^) (MPOFaceList *addPersistedFaceResult, NSError *error))completion { + return [self startTaskWithHttpMethod:@"GET" path:[NSString stringWithFormat:@"facelists/%@", faceListId] parameters:nil urlParams:nil bodyData:nil completion:^(NSURLResponse *response, id responseObject, NSError *error) { + + MPOFaceList *faceList = nil; + + if (!error) { + faceList = [[MPOFaceList alloc] initWithDictionary:responseObject]; + } + + [self runCompletionOnMainQueueWithBlock:completion object:faceList error:error]; + }]; +} + +//return FaceListMetaData[] +- (NSURLSessionDataTask *)listFaceListsWithCompletion:(MPOFaceListMetadataArrayCompletionBlock)completion { + + return [self startTaskWithHttpMethod:@"GET" path:[NSString stringWithFormat:@"facelists"] parameters:nil urlParams:nil bodyData:nil completion:^(NSURLResponse *response, id responseObject, NSError *error) { + + NSMutableArray *faceList = [[NSMutableArray alloc] init]; + + if (!error) { + + for (id obj in responseObject) { + MPOFaceListMetadata *faceListMetadata = [[MPOFaceListMetadata alloc] initWithDictionary:obj]; + [faceList addObject:faceListMetadata]; + } + } + + [self runCompletionOnMainQueueWithBlock:completion object:faceList error:error]; + + + }]; +} + +//return success +- (NSURLSessionDataTask *)updateFaceListWithFaceListId:(NSString *)faceListId name:(NSString *)name userData:(NSString *)userData completionBlock:(MPOCompletionBlock)completion { + return [self startTaskWithHttpMethod:@"PATCH" path:[NSString stringWithFormat:@"facelists/%@", faceListId] parameters:@{@"name" : name, @"userData" : ObjectOrNull(userData)} urlParams:nil bodyData:nil completion:^(NSURLResponse *response, id responseObject, NSError *error) { + + [self runCompletionOnMainQueueWithBlock:completion error:error]; + }]; +} + +//return success +- (NSURLSessionDataTask *)deleteFaceListWithFaceListId:(NSString *)faceListId name:(NSString *)name userData:(NSString *)userData completionBlock:(MPOCompletionBlock)completion { + return [self startTaskWithHttpMethod:@"DELETE" path:[NSString stringWithFormat:@"facelists/%@", faceListId] parameters:nil urlParams:nil bodyData:nil completion:^(NSURLResponse *response, id responseObject, NSError *error) { + + [self runCompletionOnMainQueueWithBlock:completion error:error]; + }]; +} + +//return success +- (NSURLSessionDataTask *)deleteFacesFromFaceListWithFaceListId:(NSString *)faceListId name:(NSString *)name persistedFaceId:(NSString *)persistedFaceId completionBlock:(MPOCompletionBlock)completion { + return [self startTaskWithHttpMethod:@"DELETE" path:[NSString stringWithFormat:@"facelists/%@/persistedFaces/%@", faceListId, persistedFaceId] parameters:nil urlParams:nil bodyData:nil completion:^(NSURLResponse *response, id responseObject, NSError *error) { + + [self runCompletionOnMainQueueWithBlock:completion error:error]; + }]; +} + +//return AddPersistedFaceResult +- (NSURLSessionDataTask *)addFacesToFaceListWithFaceListId:(NSString *)faceListId url:(NSString *)url userData:(NSString *)userData faceRectangle:(MPOFaceRectangle *)faceRectangle completionBlock:(void (^) (MPOAddPersistedFaceResult *addPersistedFaceResult, NSError *error))completion { + + return [self startTaskWithHttpMethod:@"POST" path:[NSString stringWithFormat:@"facelists/%@/persistedFaces", faceListId] parameters:@{@"url" : url} urlParams: @{@"userData" : ObjectOrNull(userData), @"targetFace" : ObjectOrNull([self faceRectangleStringRepresentation:faceRectangle])} bodyData:nil completion:^(NSURLResponse *response, id responseObject, NSError *error) { + + MPOAddPersistedFaceResult *addPersistedFaceResult = nil; + + if (!error) { + addPersistedFaceResult = [[MPOAddPersistedFaceResult alloc] initWithDictionary:responseObject]; + } + + [self runCompletionOnMainQueueWithBlock:completion object:addPersistedFaceResult error:error]; + }]; +} + +//return AddPersistedFaceResult +- (NSURLSessionDataTask *)addFacesToFaceListWithFaceListId:(NSString *)faceListId data:(NSData *)data userData:(NSString *)userData faceRectangle:(MPOFaceRectangle *)faceRectangle completionBlock:(void (^) (MPOAddPersistedFaceResult *addPersistedFaceResult, NSError *error))completion { + + return [self startTaskWithHttpMethod:@"POST" path:[NSString stringWithFormat:@"facelists/%@/persistedFaces", faceListId] parameters:nil urlParams: @{@"userData" : ObjectOrNull(userData), @"targetFace": ObjectOrNull([self faceRectangleStringRepresentation:faceRectangle])} bodyData:data completion:^(NSURLResponse *response, id responseObject, NSError *error) { + + MPOAddPersistedFaceResult *addPersistedFaceResult = nil; + + if (!error) { + addPersistedFaceResult = [[MPOAddPersistedFaceResult alloc] initWithDictionary:responseObject]; + } + + [self runCompletionOnMainQueueWithBlock:completion object:addPersistedFaceResult error:error]; + }]; +} + + +#pragma mark Helpers + +/* + * ============================================================= + * ================ Helpers ================= + * ============================================================= + */ + +- (NSURLSessionDataTask *)startTaskWithHttpMethod:(NSString *)httpMethod path:(NSString *)path parameters:(NSDictionary *)params urlParams:(NSDictionary *)urlParams bodyData:(NSData *)bodyData completion:(PORequestCompletionBlock)completion { + + NSString *basePath = @"https://api.projectoxford.ai/face/v1.0/"; + + NSURLSessionConfiguration *config = [NSURLSessionConfiguration defaultSessionConfiguration]; + + if (!bodyData) { + config.HTTPAdditionalHeaders = @{ + @"Ocp-Apim-Subscription-Key" : self.subscriptionKey, + @"Content-Type" : @"application/json" + }; + } + else { + config.HTTPAdditionalHeaders = @{ + @"Ocp-Apim-Subscription-Key" : self.subscriptionKey, + @"Content-Type" : @"application/octet-stream" + }; + } + + NSURLSession *session = [NSURLSession sessionWithConfiguration:config]; + + + //build the queryString + + NSMutableString *queryString = [[NSMutableString alloc] initWithString:@""]; + + for (NSString* key in urlParams) { + id value = [urlParams objectForKey:key]; + + if (![value isKindOfClass:[NSNull class]]) { + if ([queryString isEqualToString:@""]) { + [queryString appendString:[NSString stringWithFormat:@"?%@=%@", key, value]]; + } + else { + [queryString appendString:[NSString stringWithFormat:@"&%@=%@", key, value]]; + } + } + } + + + NSMutableURLRequest *request = [[NSMutableURLRequest alloc] initWithURL:[NSURL URLWithString:[NSString stringWithFormat:@"%@%@%@", basePath, path, queryString]]]; + + request.HTTPMethod = httpMethod; + + //if there is no body data and params is not nil, assume we have JSON to encode for the body + if (params && !bodyData) { + NSError *error = nil; + NSData *data = [NSJSONSerialization dataWithJSONObject:params + options:kNilOptions error:&error]; + request.HTTPBody = data; + } + //otherwise set the httpBody to bodyData (used mostly in detection API when passing NSData, not url) + else if (bodyData) { + request.HTTPBody = bodyData; + } + + NSURLSessionDataTask *dataTask = [session dataTaskWithRequest:request completionHandler:^(NSData *data, NSURLResponse *response, NSError *error) { + + NSHTTPURLResponse *httpResponse = (NSHTTPURLResponse *) response; + NSInteger responseStatusCode = httpResponse.statusCode; + + if (responseStatusCode >= 200 && responseStatusCode <= 299) { + + NSString *contentTypeHeader = httpResponse.allHeaderFields[@"Content-Type"]; + + //if the content type is JSON, attempt to parse it + if (contentTypeHeader && [contentTypeHeader rangeOfString:@"application/json"].location != NSNotFound) { + NSError *jsonParseError; + NSDictionary *jsonDict = [NSJSONSerialization JSONObjectWithData:data options:0 error:&jsonParseError]; + if (!jsonParseError) { + completion(response, jsonDict, error); + } + else { + [NSException raise:@"Failed to parse json" format:@"jsonParse error"]; + } + } + //if we do not have json to decode, call the completion block + else { + completion(response, data, error); + } + + } + else { + + NSString *responseAsString = [[NSString alloc] initWithData:data encoding:NSUTF8StringEncoding]; + + NSError *error = [NSError errorWithDomain:[NSString stringWithFormat:@"POFaceServiceClient error - http response is not success : %@", responseAsString] + code:responseStatusCode + userInfo:nil]; + completion(response, nil, error); + } + + }]; + + [dataTask resume]; + + + return dataTask; +} + +- (void)runCompletionOnMainQueueWithBlock:(void (^) (id obj, NSError *error))completionBlock object:(id )object error:(NSError *)error { + + dispatch_async(dispatch_get_main_queue(), ^{ + completionBlock(object, error); + }); +} + +- (void)runCompletionOnMainQueueWithBlock:(void (^) (NSError *error))completionBlock error:(NSError *)error { + + dispatch_async(dispatch_get_main_queue(), ^{ + completionBlock(error); + }); +} + +- (NSString *)booleanToString:(BOOL)boolean { + + if (boolean) { + return @"true"; + } + else { + return @"false"; + } +} + +static id ObjectOrNull(id object) +{ + return object ?: [NSNull null]; +} + +@end diff --git a/Face/iOS/Pod/Classes/MPOFacialHair.h b/Face/iOS/Pod/Classes/MPOFacialHair.h new file mode 100644 index 0000000..434ad6f --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOFacialHair.h @@ -0,0 +1,39 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import + +@interface MPOFacialHair : NSObject +@property NSNumber *mustache; +@property NSNumber *beard; +@property NSNumber *sideburns; +-(instancetype)initWithDictionary:(NSDictionary *)dict; +@end diff --git a/Face/iOS/Pod/Classes/MPOFacialHair.m b/Face/iOS/Pod/Classes/MPOFacialHair.m new file mode 100644 index 0000000..b75e39c --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOFacialHair.m @@ -0,0 +1,44 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import "MPOFacialHair.h" + +@implementation MPOFacialHair +-(instancetype)initWithDictionary:(NSDictionary *)dict { + self = [super init]; + if (self) { + self.mustache = dict[@"moustache"]; + self.beard = dict[@"beard"]; + self.sideburns = dict[@"sideburns"]; + } + return self; +} +@end diff --git a/Face/iOS/Pod/Classes/MPOGroupResult.h b/Face/iOS/Pod/Classes/MPOGroupResult.h new file mode 100644 index 0000000..b7c158e --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOGroupResult.h @@ -0,0 +1,38 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import + +@interface MPOGroupResult : NSObject +@property NSArray *groups; +@property NSArray *messeyGroup; +-(instancetype)initWithDictionary:(NSDictionary *)dict; +@end diff --git a/Face/iOS/Pod/Classes/MPOGroupResult.m b/Face/iOS/Pod/Classes/MPOGroupResult.m new file mode 100644 index 0000000..34d19f9 --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOGroupResult.m @@ -0,0 +1,66 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import "MPOGroupResult.h" + +@implementation MPOGroupResult +-(instancetype)initWithDictionary:(NSDictionary *)dict { + self = [super init]; + if (self) { + + NSMutableArray *groups = [[NSMutableArray alloc] init]; + + for (id group in dict[@"groups"]) { + + NSMutableArray *faceIdsInCurrentGroup = [[NSMutableArray alloc] init]; + + for (id faceId in group) { + [faceIdsInCurrentGroup addObject:faceId]; + } + + [groups addObject:faceIdsInCurrentGroup]; + + } + + self.groups = groups; + + NSMutableArray *messyGroup = [[NSMutableArray alloc] init]; + + for (id faceId in dict[@"messyGroup"]) { + [messyGroup addObject:faceId]; + } + + self.messeyGroup = messyGroup; + } + return self; +} + +@end diff --git a/Face/iOS/Pod/Classes/MPOIdentifyResult.h b/Face/iOS/Pod/Classes/MPOIdentifyResult.h new file mode 100644 index 0000000..5c83d6e --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOIdentifyResult.h @@ -0,0 +1,38 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import +#import "MPOCandidate.h" +@interface MPOIdentifyResult : NSObject +@property NSString *faceId; +@property NSArray *candidates; +-(instancetype)initWithDictionary:(NSDictionary *)dict; +@end diff --git a/Face/iOS/Pod/Classes/MPOIdentifyResult.m b/Face/iOS/Pod/Classes/MPOIdentifyResult.m new file mode 100644 index 0000000..e143966 --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOIdentifyResult.m @@ -0,0 +1,52 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import "MPOIdentifyResult.h" + +@implementation MPOIdentifyResult +-(instancetype)initWithDictionary:(NSDictionary *)dict { + self = [super init]; + if (self) { + self.faceId = dict[@"faceId"]; + + NSMutableArray *candidatesArray = [[NSMutableArray alloc] init]; + + for (id obj in dict[@"candidates"]) { + MPOCandidate *candidate = [[MPOCandidate alloc] initWithDictionary:obj]; + [candidatesArray addObject:candidate]; + } + + self.candidates = [[NSArray alloc] initWithArray:candidatesArray]; + + } + return self; +} +@end diff --git a/Face/iOS/Pod/Classes/MPOPerson.h b/Face/iOS/Pod/Classes/MPOPerson.h new file mode 100644 index 0000000..aa14f9e --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOPerson.h @@ -0,0 +1,40 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import + +@interface MPOPerson : NSObject +@property NSString *personId; +@property NSArray *faceIds; +@property NSString *name; +@property NSString *userData; +-(instancetype)initWithDictionary:(NSDictionary *)dict; +@end diff --git a/Face/iOS/Pod/Classes/MPOPerson.m b/Face/iOS/Pod/Classes/MPOPerson.m new file mode 100644 index 0000000..521420e --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOPerson.m @@ -0,0 +1,45 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import "MPOPerson.h" + +@implementation MPOPerson +-(instancetype)initWithDictionary:(NSDictionary *)dict { + self = [super init]; + if (self) { + self.personId = dict[@"personId"]; + self.faceIds = dict[@"faceIds"]; + self.name = dict[@"name"]; + self.userData = dict[@"userData"]; + } + return self; +} +@end diff --git a/Face/iOS/Pod/Classes/MPOPersonFace.h b/Face/iOS/Pod/Classes/MPOPersonFace.h new file mode 100644 index 0000000..37d7097 --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOPersonFace.h @@ -0,0 +1,38 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import + +@interface MPOPersonFace : NSObject +@property NSString *faceId; +@property NSString *userData; +-(instancetype)initWithDictionary:(NSDictionary *)dict; +@end diff --git a/Face/iOS/Pod/Classes/MPOPersonFace.m b/Face/iOS/Pod/Classes/MPOPersonFace.m new file mode 100644 index 0000000..59bf3e9 --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOPersonFace.m @@ -0,0 +1,43 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import "MPOPersonFace.h" + +@implementation MPOPersonFace +-(instancetype)initWithDictionary:(NSDictionary *)dict { + self = [super init]; + if (self) { + self.faceId = dict[@"faceId"]; + self.userData = dict[@"userData"]; + } + return self; +} +@end diff --git a/Face/iOS/Pod/Classes/MPOPersonGroup.h b/Face/iOS/Pod/Classes/MPOPersonGroup.h new file mode 100644 index 0000000..f2ab480 --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOPersonGroup.h @@ -0,0 +1,38 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +#import + +@interface MPOPersonGroup : NSObject +@property NSString *personGroupId; +@property NSString *name; +@property NSString *userData; +-(instancetype)initWithDictionary:(NSDictionary *)dict; +@end diff --git a/Face/iOS/Pod/Classes/MPOPersonGroup.m b/Face/iOS/Pod/Classes/MPOPersonGroup.m new file mode 100644 index 0000000..8d81051 --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOPersonGroup.m @@ -0,0 +1,44 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import "MPOPersonGroup.h" + +@implementation MPOPersonGroup +-(instancetype)initWithDictionary:(NSDictionary *)dict { + self = [super init]; + if (self) { + self.personGroupId = dict[@"personGroupId"]; + self.name = dict[@"name"]; + self.userData = dict[@"userData"]; + } + return self; +} +@end diff --git a/Face/iOS/Pod/Classes/MPOSimilarFace.h b/Face/iOS/Pod/Classes/MPOSimilarFace.h new file mode 100644 index 0000000..64b7fab --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOSimilarFace.h @@ -0,0 +1,36 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import + +@interface MPOSimilarFace : NSObject +@property NSString *faceId; +@end diff --git a/Face/iOS/Pod/Classes/MPOSimilarFace.m b/Face/iOS/Pod/Classes/MPOSimilarFace.m new file mode 100644 index 0000000..acff77a --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOSimilarFace.m @@ -0,0 +1,35 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import "MPOSimilarFace.h" + +@implementation MPOSimilarFace +@end diff --git a/Face/iOS/Pod/Classes/MPOTrainingStatus.h b/Face/iOS/Pod/Classes/MPOTrainingStatus.h new file mode 100644 index 0000000..cf7200f --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOTrainingStatus.h @@ -0,0 +1,40 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import + +@interface MPOTrainingStatus : NSObject +@property NSString *personGroupId; +@property NSString *status; +@property NSString *startTime; +@property NSString *endTime; +-(instancetype)initWithDictionary:(NSDictionary *)dict; +@end diff --git a/Face/iOS/Pod/Classes/MPOTrainingStatus.m b/Face/iOS/Pod/Classes/MPOTrainingStatus.m new file mode 100644 index 0000000..d7b3883 --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOTrainingStatus.m @@ -0,0 +1,44 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +#import "MPOTrainingStatus.h" + +@implementation MPOTrainingStatus +-(instancetype)initWithDictionary:(NSDictionary *)dict { + self = [super init]; + if (self) { + self.personGroupId = dict[@"personGroupId"]; + self.status = dict[@"status"]; + self.startTime = dict[@"startTime"]; + self.endTime = dict[@"endTime"]; + } + return self; +} +@end diff --git a/Face/iOS/Pod/Classes/MPOVerifyResult.h b/Face/iOS/Pod/Classes/MPOVerifyResult.h new file mode 100644 index 0000000..b4476d4 --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOVerifyResult.h @@ -0,0 +1,38 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import + +@interface MPOVerifyResult : NSObject +@property BOOL isIdentical; +@property NSNumber *confidence; +-(instancetype)initWithDictionary:(NSDictionary *)dict; +@end diff --git a/Face/iOS/Pod/Classes/MPOVerifyResult.m b/Face/iOS/Pod/Classes/MPOVerifyResult.m new file mode 100644 index 0000000..ed4d7c8 --- /dev/null +++ b/Face/iOS/Pod/Classes/MPOVerifyResult.m @@ -0,0 +1,43 @@ +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +#import "MPOVerifyResult.h" + +@implementation MPOVerifyResult +-(instancetype)initWithDictionary:(NSDictionary *)dict { + self = [super init]; + if (self) { + self.isIdentical = [dict[@"isIdentical"] boolValue]; + self.confidence = dict[@"confidence"]; + } + return self; +} +@end diff --git a/Face/iOS/ProjectOxfordFace.podspec b/Face/iOS/ProjectOxfordFace.podspec new file mode 100644 index 0000000..5fda58d --- /dev/null +++ b/Face/iOS/ProjectOxfordFace.podspec @@ -0,0 +1,13 @@ +Pod::Spec.new do |s| + s.name = "ProjectOxfordFace" + s.version = "1.0" + s.summary = "Project Oxford Face iOS SDK" + + s.platform = :ios, '9.0' + s.requires_arc = true + + s.source_files = 'Pod/Classes/**/*' + s.resource_bundles = { + 'ProjectOxfordFace' => ['Pod/Assets/*.png'] + } +end diff --git a/Face/iOS/README.md b/Face/iOS/README.md new file mode 100644 index 0000000..69635c8 --- /dev/null +++ b/Face/iOS/README.md @@ -0,0 +1,69 @@ +Microsoft Cognitive Services Face iOS SDK +================== + +The iOS Face SDK allows you to use Microsoft Cognitive Services (formerly Microsoft Cognitive Services) Face REST APIs on the iOS platform. + +Getting started +========== + +The easiest way to consume the iOS client library is via CocoaPods. + +### Install via Cocoapods +* [Install Cocoapods](http://guides.cocoapods.org/using/getting-started.html) - Follow the getting started guide to install Cocoapods. +* Add the following to your Podfile : `pod 'ProjectOxfordFace'` +* Run the command `pod install` to install the latest ProjectOxfordFace pod. +* Add `#import ` to all files that need to reference the SDK. + +Sample app +========== +The sample app demonstrate the use of Microsoft Cognitive Services (formerly Project Oxford) Face iOS SDK. The sample shows scenarios such as face detection, face verification, and face grouping. + +Requirements +------------ + +iOS must be version 9.0 or higher. + +Build the sample +---------------- + +1. First, you must obtain a Face API subscription key by following instructions in [Microsoft Cognitive Services subscription](). +2. Clone the git repository, `git clone https://github.com/Microsoft/ProjectOxford-ClientSDK` +3. Run `pod install` from the Example directory to set up the CocoaPod. To do this first cd to `ProjectOxford-ClientSDK/Face/iOS/Example` and then run `pod install` +4. Open `ProjectOxfordFace.xcworkspace` located at `ProjectOxford-ClientSDK/Face/iOS/Example` in Xcode + +Run the sample +-------------- + +1. Once in Xcode, under the example subdirectory, navigate to the file `MPODemoConstants.h` and insert your subscription key for the Face API +2. To run the sample app, ensure that the target on top right side of Xcode is selected as `ProjectOxfordFace-Example` and select the play button or select Product > Run on the menu bar +3. Once the app is launched, click on the buttons to try out the different scenarios. + +Microsoft will receive the images you upload and may use them to improve Face API and related services. By submitting an image, you confirm you have consent from everyone in it. + + + + + + +Running and exploring the unit tests +-------------- + +Unit tests that demonstrate various Microsoft Cognitive Services (formerly Project Oxford) scenarios such as detection, identification, grouping, similarity, verification, and face lists are located at `Face/iOS/Example/Tests`. To run the unit tests, first insert your subscription key in `MPOTestConstants.h` and then select the test navigator pane in Xcode to display all of the tests which can be run. + +Contributing +============ +We welcome contributions and are always looking for new SDKs, input, and +suggestions. Feel free to file issues on the repo and we'll address them as we can. You can also learn more about how you can help on the [Contribution +Rules & Guidelines](). + +For questions, feedback, or suggestions about Microsoft Cognitive Services, feel free to reach out to us directly. + +- [Cognitive Services UserVoice Forum]() + +License +======= + +All Microsoft Cognitive Services SDKs and samples are licensed with the MIT License. For more details, see +[LICENSE](). + +Sample images are licensed separately, please refer to [LICENSE-IMAGE](). diff --git a/Face/iOS/SampleScreenshots/SampleScreenshot1.png b/Face/iOS/SampleScreenshots/SampleScreenshot1.png new file mode 100644 index 0000000..f2b1aec Binary files /dev/null and b/Face/iOS/SampleScreenshots/SampleScreenshot1.png differ diff --git a/Face/iOS/SampleScreenshots/SampleScreenshot2.png b/Face/iOS/SampleScreenshots/SampleScreenshot2.png new file mode 100644 index 0000000..ff0f241 Binary files /dev/null and b/Face/iOS/SampleScreenshots/SampleScreenshot2.png differ diff --git a/Face/iOS/SampleScreenshots/SampleScreenshot3.png b/Face/iOS/SampleScreenshots/SampleScreenshot3.png new file mode 100644 index 0000000..df1677c Binary files /dev/null and b/Face/iOS/SampleScreenshots/SampleScreenshot3.png differ diff --git a/Face/iOS/SampleScreenshots/SampleScreenshot4.png b/Face/iOS/SampleScreenshots/SampleScreenshot4.png new file mode 100644 index 0000000..45a290d Binary files /dev/null and b/Face/iOS/SampleScreenshots/SampleScreenshot4.png differ diff --git a/Face/iOS/_Pods.xcodeproj b/Face/iOS/_Pods.xcodeproj new file mode 120000 index 0000000..3c5a8e7 --- /dev/null +++ b/Face/iOS/_Pods.xcodeproj @@ -0,0 +1 @@ +Example/Pods/Pods.xcodeproj \ No newline at end of file diff --git a/LICENSE-IMAGE.md b/LICENSE-IMAGE.md index e736a98..6a1d757 100644 --- a/LICENSE-IMAGE.md +++ b/LICENSE-IMAGE.md @@ -2,8 +2,8 @@ Copyright (c) Microsoft Corporation All rights reserved. -Project Oxford Client SDK License for Sample Image +Microsoft Cognitive Services Client SDK License for Sample Image -*This license applies only to the sample images. The SDK code is licensed separately, please refer to [LICENSE]()* - -Microsoft may make sample images available in connection with the SDK for the purposes of illustrating the operation of Project Oxford services (www.projectoxford.ai). If no separate license terms are provided with the images, Microsoft grants you a personal, nonexclusive, revocable, royalty-free right to use the images solely within your organization to test the operation of Project Oxford services, provided that you agree to indemnify, hold harmless, and defend Microsoft and its suppliers from and against any claims or lawsuits, including attorneys’ fees, that arise or result from the use or distribution of the images. Except as expressly provided in this section you have no license to modify or distribute the images. +*This license applies only to the sample images. The SDK code is licensed separately, please refer to [LICENSE]()* + +Microsoft may make sample images available in connection with the SDK for the purposes of illustrating the operation of Microsoft Cognitive Services (https://www.microsoft.com/cognitive-services). If no separate license terms are provided with the images, Microsoft grants you a personal, nonexclusive, revocable, royalty-free right to use the images solely within your organization to test the operation of Microsoft Cognitive Services, provided that you agree to indemnify, hold harmless, and defend Microsoft and its suppliers from and against any claims or lawsuits, including attorneys’ fees, that arise or result from the use or distribution of the images. Except as expressly provided in this section you have no license to modify or distribute the images. diff --git a/LICENSE.md b/LICENSE.md index 8e9a171..f55a2ae 100644 --- a/LICENSE.md +++ b/LICENSE.md @@ -1,11 +1,11 @@ -Project Oxford SDK +Microsoft Cognitive Services SDK Copyright (c) Microsoft Corporation All rights reserved. -*This license applies only to the SDK code. Sample images are licensed separately, please refer to [LICENSE-IMAGE]()* - +*This license applies only to the SDK code. Sample images are licensed separately, please refer to [LICENSE-IMAGE]()* + MIT License Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the ""Software""), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: diff --git a/LinguisticAnalysis/README.md b/LinguisticAnalysis/README.md new file mode 100644 index 0000000..ffa4c17 --- /dev/null +++ b/LinguisticAnalysis/README.md @@ -0,0 +1,30 @@ +Microsoft Cognitive Services Linguistic Analysis API SDK and sample +=============================================================== + +This repo contains a client library and sample code to demonstrate how to use linguistic analysis APIs. +You can find more information about the APIs in [our documentation](). + +Getting started +=============== + +To get started, select the platform for which you're developing. + +- [Windows]() + +Contributing +============ +We welcome contributions and are always looking for new SDKs, input, and +suggestions. Feel free to file issues on the repo and we'll address them as we can. You can also learn more about how you can help on the [Contribution +Rules & Guidelines](). + +For questions, feedback, or suggestions about Microsoft Cognitive Services, feel free to reach out to us directly. + +- [Cognitive Services UserVoice Forum]() + +License +======= + +All Microsoft Cognitive Services SDKs and samples are licensed with the MIT License. For more details, see +[LICENSE](). + +Sample images are licensed separately, please refer to [LICENSE-IMAGE](). diff --git a/LinguisticAnalysis/Windows/ClientLibrary/ClientError.cs b/LinguisticAnalysis/Windows/ClientLibrary/ClientError.cs new file mode 100644 index 0000000..1a6fac5 --- /dev/null +++ b/LinguisticAnalysis/Windows/ClientLibrary/ClientError.cs @@ -0,0 +1,62 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +using System.Runtime.Serialization; + +namespace Microsoft.ProjectOxford.Linguistics +{ + /// + /// Error class. + /// + [DataContract] + public class ClientError + { + /// + /// Gets or sets the code. + /// + /// + /// The code. + /// + [DataMember(Name = "code")] + public string Code { get; set; } + + /// + /// Gets or sets the message. + /// + /// + /// The message. + /// + [DataMember(Name = "message")] + public string Message { get; set; } + } +} diff --git a/LinguisticAnalysis/Windows/ClientLibrary/ClientException.cs b/LinguisticAnalysis/Windows/ClientLibrary/ClientException.cs new file mode 100644 index 0000000..a0c1e51 --- /dev/null +++ b/LinguisticAnalysis/Windows/ClientLibrary/ClientException.cs @@ -0,0 +1,60 @@ +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +using System; +using System.Net; + +namespace Microsoft.ProjectOxford.Linguistics +{ + /// + /// The Exception will be shown to client. + /// + public class ClientException : Exception + { + /// + /// Initializes a new instance of the class. + /// + /// The error entity. + /// The http status. + public ClientException(ClientError error, HttpStatusCode httpStatus) + { + this.Error = error; + this.HttpStatus = httpStatus; + } + + /// + /// Gets http status of http response. + /// + /// + /// The HTTP status. + /// + public HttpStatusCode HttpStatus { get; private set; } + + /// + /// Gets or sets the httpError message. + /// + /// + /// The error. + /// + public ClientError Error { get; set; } + } +} \ No newline at end of file diff --git a/LinguisticAnalysis/Windows/ClientLibrary/Contract/AnalyzeTextRequest.cs b/LinguisticAnalysis/Windows/ClientLibrary/Contract/AnalyzeTextRequest.cs new file mode 100644 index 0000000..3fe1b94 --- /dev/null +++ b/LinguisticAnalysis/Windows/ClientLibrary/Contract/AnalyzeTextRequest.cs @@ -0,0 +1,47 @@ +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +using System; + +namespace Microsoft.ProjectOxford.Linguistics.Contract +{ + /// + /// Represents a single batch of text input to the service for analysis + /// + public class AnalyzeTextRequest + { + /// + /// Two letter ISO language code, e.g. "en" for "English" + /// + public string Language { get; set; } + + /// + /// List of IDs of the analyers to be used on the given input text; see Analyzer for more information. + /// + public Guid[] AnalyzerIds { get; set; } + + /// + /// The raw input text to be analyzed. + /// + public string Text { get; set; } + } +} \ No newline at end of file diff --git a/LinguisticAnalysis/Windows/ClientLibrary/Contract/AnalyzeTextResult.cs b/LinguisticAnalysis/Windows/ClientLibrary/Contract/AnalyzeTextResult.cs new file mode 100644 index 0000000..796ab4a --- /dev/null +++ b/LinguisticAnalysis/Windows/ClientLibrary/Contract/AnalyzeTextResult.cs @@ -0,0 +1,42 @@ +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +using System; + +namespace Microsoft.ProjectOxford.Linguistics.Contract +{ + /// + /// This is the result of analysis from one analyzer. + /// + public class AnalyzeTextResult + { + /// + /// The unique ID of the analyzer; see Analyzer for more information. + /// + public Guid AnalyzerId { get; set; } + + /// + /// The resulting analysis, encoded as JSON. See the documentation for the relevant analyzer kind for more information on formatting. + /// + public string Result { get; set; } + } +} \ No newline at end of file diff --git a/LinguisticAnalysis/Windows/ClientLibrary/Contract/Analyzer.cs b/LinguisticAnalysis/Windows/ClientLibrary/Contract/Analyzer.cs new file mode 100644 index 0000000..995388a --- /dev/null +++ b/LinguisticAnalysis/Windows/ClientLibrary/Contract/Analyzer.cs @@ -0,0 +1,57 @@ +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +using System; + +namespace Microsoft.ProjectOxford.Linguistics.Contract +{ + /// + /// Represents a single analysis operation that can be performed on text, like finding sentence boundaries or part-of-speech tags. + /// + public class Analyzer + { + /// + /// Unique identifier for this analyzer used to communicate with the service + /// + public Guid Id { get; set; } + + /// + /// List of two letter ISO language codes for which this analyzer is available. e.g. "en" represents "English" + /// + public string[] Languages { get; set; } + + /// + /// Description of the type of analysis used here, such as Constituency_Tree or POS_tags. + /// + public string Kind { get; set; } + + /// + /// The specification for how a human should produce ideal output for this task. Most use the specification from the Penn Teeebank. + /// + public string Specification { get; set; } + + /// + /// Description of the implementaiton used in this analyzer. + /// + public string Implementation { get; set; } + } +} \ No newline at end of file diff --git a/LinguisticAnalysis/Windows/ClientLibrary/ILinguisticsClient.cs b/LinguisticAnalysis/Windows/ClientLibrary/ILinguisticsClient.cs new file mode 100644 index 0000000..09294fa --- /dev/null +++ b/LinguisticAnalysis/Windows/ClientLibrary/ILinguisticsClient.cs @@ -0,0 +1,46 @@ +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +using System.Threading.Tasks; +using Microsoft.ProjectOxford.Linguistics.Contract; + +namespace Microsoft.ProjectOxford.Linguistics +{ + /// + /// Linguistics client interface. + /// + public interface ILinguisticsClient + { + /// + /// List analyzers asynchronously. + /// + /// An array of supported analyzers. + Task ListAnalyzersAsync(); + + /// + /// Analyze text asynchronously. + /// + /// Analyze text request. + /// An array of analyze text result. + Task AnalyzeTextAsync(AnalyzeTextRequest request); + } +} \ No newline at end of file diff --git a/LinguisticAnalysis/Windows/ClientLibrary/LinguisticsClient.cs b/LinguisticAnalysis/Windows/ClientLibrary/LinguisticsClient.cs new file mode 100644 index 0000000..bb6176a --- /dev/null +++ b/LinguisticAnalysis/Windows/ClientLibrary/LinguisticsClient.cs @@ -0,0 +1,176 @@ +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +using Newtonsoft.Json; +using Newtonsoft.Json.Serialization; +using System; +using System.Net.Http; +using System.Text; +using System.Threading.Tasks; + +using Microsoft.ProjectOxford.Linguistics.Contract; + +namespace Microsoft.ProjectOxford.Linguistics +{ + public class LinguisticsClient : ILinguisticsClient + { + #region private members + + /// + /// The Default Service Host + /// + private const string DefaultServiceHost = "https://api.projectoxford.ai/linguistics/v1.0"; + + /// + /// The JSON content type header. + /// + private const string JsonContentTypeHeader = "application/json"; + + /// + /// The subscription key name. + /// + private const string SubscriptionKeyName = "ocp-apim-subscription-key"; + + /// + /// The ListAnalyzers. + /// + private const string ListAnalyzersQuery = "analyzers"; + + /// + /// The AnalyzeText. + /// + private const string AnalyzeTextQuery = "analyze"; + + /// + /// The default resolver. + /// + private static readonly CamelCasePropertyNamesContractResolver defaultResolver = new CamelCasePropertyNamesContractResolver(); + + /// + /// The settings + /// + private static readonly JsonSerializerSettings settings = new JsonSerializerSettings() + { + DateFormatHandling = DateFormatHandling.IsoDateFormat, + NullValueHandling = NullValueHandling.Ignore, + ContractResolver = defaultResolver + }; + + /// + /// The service host. + /// + private string serviceHost; + + /// + /// The HTTP client + /// + private HttpClient httpClient; + #endregion + + public LinguisticsClient(string subscriptionKey, string serviceHost = null) + { + this.serviceHost = string.IsNullOrWhiteSpace(serviceHost) ? DefaultServiceHost : serviceHost.Trim(); + + httpClient = new HttpClient(); + httpClient.DefaultRequestHeaders.Add(SubscriptionKeyName, subscriptionKey); + } + + #region ILinguisticsClient implementations + /// + /// List analyzers asynchronously. + /// + /// An array of supported analyzers. + public async Task ListAnalyzersAsync() + { + var requestUrl = $"{this.serviceHost}/{ListAnalyzersQuery}"; + + return await this.SendRequestAsync(HttpMethod.Get, requestUrl); + } + + /// + /// Analyze text asynchronously. + /// + /// Analyze text request. + /// An array of analyze text result. + public async Task AnalyzeTextAsync(AnalyzeTextRequest request) + { + var requestUrl = $"{this.serviceHost}/{AnalyzeTextQuery}"; + + return await this.SendRequestAsync(HttpMethod.Post, requestUrl, request); + } + #endregion + + #region the json client + /// + /// Sends the request asynchronously. + /// + /// The type of the request. + /// The type of the response. + /// The HTTP method. + /// The request URL. + /// The request body. + /// The response. + /// The client exception. + private async Task SendRequestAsync(HttpMethod httpMethod, string requestUrl, TRequest requestBody = default(TRequest)) + { + var request = new HttpRequestMessage(httpMethod, requestUrl); + if (requestBody != null) + { + request.Content = new StringContent(JsonConvert.SerializeObject(requestBody, settings), Encoding.UTF8, JsonContentTypeHeader); + } + + HttpResponseMessage response = await httpClient.SendAsync(request); + if (response.IsSuccessStatusCode) + { + string responseContent = null; + if (response.Content != null) + { + responseContent = await response.Content.ReadAsStringAsync(); + } + + if (!string.IsNullOrWhiteSpace(responseContent)) + { + return JsonConvert.DeserializeObject(responseContent, settings); + } + + return default(TResponse); + } + else + { + if (response.Content != null && response.Content.Headers.ContentType.MediaType.Contains(JsonContentTypeHeader)) + { + var errorObjectString = await response.Content.ReadAsStringAsync(); + ClientError errorCollection = JsonConvert.DeserializeObject(errorObjectString); + if (errorCollection != null) + { + throw new ClientException(errorCollection, response.StatusCode); + } + } + + response.EnsureSuccessStatusCode(); + } + + return default(TResponse); + } + #endregion + } +} \ No newline at end of file diff --git a/LinguisticAnalysis/Windows/ClientLibrary/LinguisticsClient.csproj b/LinguisticAnalysis/Windows/ClientLibrary/LinguisticsClient.csproj new file mode 100644 index 0000000..5480517 --- /dev/null +++ b/LinguisticAnalysis/Windows/ClientLibrary/LinguisticsClient.csproj @@ -0,0 +1,67 @@ + + + + + 11.0 + Debug + AnyCPU + {8388E984-34E1-443D-9F04-D588DC4BBB22} + Library + Properties + Microsoft.ProjectOxford.Linguistics + Microsoft.ProjectOxford.Linguistics + en-US + 512 + {786C830F-07A1-408B-BD7F-6EE04809D6DB};{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC} + Profile7 + v4.5 + SAK + SAK + SAK + SAK + + + true + full + false + bin\Debug\ + DEBUG;TRACE + prompt + 4 + + + pdbonly + true + bin\Release\ + TRACE + prompt + 4 + + + + + + + + + + + + + + ..\Sample\packages\Newtonsoft.Json.8.0.2\lib\portable-net40+sl5+wp80+win8+wpa81\Newtonsoft.Json.dll + True + + + + + + + + diff --git a/LinguisticAnalysis/Windows/ClientLibrary/Properties/AssemblyInfo.cs b/LinguisticAnalysis/Windows/ClientLibrary/Properties/AssemblyInfo.cs new file mode 100644 index 0000000..2f8f6c6 --- /dev/null +++ b/LinguisticAnalysis/Windows/ClientLibrary/Properties/AssemblyInfo.cs @@ -0,0 +1,13 @@ +using System.Reflection; + +// General Information about an assembly is controlled through the following +// set of attributes. Change these attribute values to modify the information +// associated with an assembly. +[assembly: AssemblyTitle("Microsoft Project Oxford Linguistics Client")] +[assembly: AssemblyDescription("Microsoft.ProjectOxford.Linguistics")] +[assembly: AssemblyCompany("Microsoft")] +[assembly: AssemblyProduct("Microsoft Project Oxford")] +[assembly: AssemblyCopyright("Copyright © 2016 Microsoft")] +[assembly: AssemblyTrademark("Microsoft")] +[assembly: AssemblyVersion("1.0.0.0")] +[assembly: AssemblyFileVersion("1.0.0.0")] \ No newline at end of file diff --git a/LinguisticAnalysis/Windows/ClientLibrary/packages.config b/LinguisticAnalysis/Windows/ClientLibrary/packages.config new file mode 100644 index 0000000..ae2fa91 --- /dev/null +++ b/LinguisticAnalysis/Windows/ClientLibrary/packages.config @@ -0,0 +1,4 @@ + + + + \ No newline at end of file diff --git a/LinguisticAnalysis/Windows/README.md b/LinguisticAnalysis/Windows/README.md new file mode 100644 index 0000000..1caa141 --- /dev/null +++ b/LinguisticAnalysis/Windows/README.md @@ -0,0 +1,53 @@ +Microsoft Cognitive Services Linguistic Analysis API SDK and sample +=============================================================== + +This repo contains a client library and sample code to demonstrate how to use linguistic analysis APIs. +You can find more information about the APIs in [our documentation](). + +Getting started +=============== + +To obtain a subscription key for Linguistic Analysis, visit [our website] () and sign up for free using your Microsoft account. +Then open, modify, build, and run the accompanying Visual Studio solution. +This sample is a C# Windows console application demonstrating the use of the Microsoft Cognitive Services Linguistic Analysis API. + +Build the sample +---------------- + +1. Start Microsoft Visual Studio 2015 and select File > Open > Project/Solution. + +2. Starting in the folder where you clone the repository, go to the LinguisticAnalysis > Windows > Sample folder. + +3. Double-click the Visual Studio 2015 Solution file .sln. + +4. Paste your Microsoft Cognitive Services Linguistic Analysis subscription key into the LinguisticsClient constructor parameter value in Program.cs. + +5. Press Ctrl+Shift+B, or select Build > Build Solution. + +Run the sample +-------------- + +After the build is complete, press F5 to run the sample. + +A number of lines will be printed on the console, showing the results received from the Linguistics service. +These include: listing the set of available analyzers, and printing the results of those analyzers on some simple text. + +Press any key to exit the app. + +Contributing +============ +We welcome contributions and are always looking for new SDKs, input, and +suggestions. Feel free to file issues on the repo and we'll address them as we can. You can also learn more about how you can help on the [Contribution +Rules & Guidelines](). + +For questions, feedback, or suggestions about Microsoft Cognitive Services, feel free to reach out to us directly. + +- [Cognitive Services UserVoice Forum]() + +License +======= + +All Microsoft Cognitive Services SDKs and samples are licensed with the MIT License. For more details, see +[LICENSE](). + +Sample images are licensed separately, please refer to [LICENSE-IMAGE](). diff --git a/LinguisticAnalysis/Windows/Sample/App.config b/LinguisticAnalysis/Windows/Sample/App.config new file mode 100644 index 0000000..fad249e --- /dev/null +++ b/LinguisticAnalysis/Windows/Sample/App.config @@ -0,0 +1,6 @@ + + + + + + \ No newline at end of file diff --git a/LinguisticAnalysis/Windows/Sample/Linguistics.Sample.csproj b/LinguisticAnalysis/Windows/Sample/Linguistics.Sample.csproj new file mode 100644 index 0000000..df2c49a --- /dev/null +++ b/LinguisticAnalysis/Windows/Sample/Linguistics.Sample.csproj @@ -0,0 +1,66 @@ + + + + + Debug + AnyCPU + {9BE553C3-E1B7-4C0A-B868-02E4252FA48C} + Exe + Properties + Microsoft.ProjectOxford.Linguistics.Sample + Microsoft.ProjectOxford.Linguistics.Sample + v4.5 + 512 + SAK + SAK + SAK + SAK + + + AnyCPU + true + full + false + bin\Debug\ + DEBUG;TRACE + prompt + 4 + + + AnyCPU + pdbonly + true + bin\Release\ + TRACE + prompt + 4 + + + + + + + + + + + + {8388e984-34e1-443d-9f04-d588dc4bbb22} + LinguisticsClient + + + + + packages\Newtonsoft.Json.8.0.2\lib\net45\Newtonsoft.Json.dll + True + + + + + diff --git a/LinguisticAnalysis/Windows/Sample/Linguistics.Sample.sln b/LinguisticAnalysis/Windows/Sample/Linguistics.Sample.sln new file mode 100644 index 0000000..8f45331 --- /dev/null +++ b/LinguisticAnalysis/Windows/Sample/Linguistics.Sample.sln @@ -0,0 +1,39 @@ + +Microsoft Visual Studio Solution File, Format Version 12.00 +# Visual Studio 14 +VisualStudioVersion = 14.0.24720.0 +MinimumVisualStudioVersion = 10.0.40219.1 +Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "Linguistics.Sample", "Linguistics.Sample.csproj", "{9BE553C3-E1B7-4C0A-B868-02E4252FA48C}" +EndProject +Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "LinguisticsClient", "..\ClientLibrary\LinguisticsClient.csproj", "{8388E984-34E1-443D-9F04-D588DC4BBB22}" +EndProject +Global + GlobalSection(SolutionConfigurationPlatforms) = preSolution + Debug|Any CPU = Debug|Any CPU + Release|Any CPU = Release|Any CPU + EndGlobalSection + GlobalSection(ProjectConfigurationPlatforms) = postSolution + {9BE553C3-E1B7-4C0A-B868-02E4252FA48C}.Debug|Any CPU.ActiveCfg = Debug|Any CPU + {9BE553C3-E1B7-4C0A-B868-02E4252FA48C}.Debug|Any CPU.Build.0 = Debug|Any CPU + {9BE553C3-E1B7-4C0A-B868-02E4252FA48C}.Release|Any CPU.ActiveCfg = Release|Any CPU + {9BE553C3-E1B7-4C0A-B868-02E4252FA48C}.Release|Any CPU.Build.0 = Release|Any CPU + {8388E984-34E1-443D-9F04-D588DC4BBB22}.Debug|Any CPU.ActiveCfg = Debug|Any CPU + {8388E984-34E1-443D-9F04-D588DC4BBB22}.Debug|Any CPU.Build.0 = Debug|Any CPU + {8388E984-34E1-443D-9F04-D588DC4BBB22}.Release|Any CPU.ActiveCfg = Release|Any CPU + {8388E984-34E1-443D-9F04-D588DC4BBB22}.Release|Any CPU.Build.0 = Release|Any CPU + EndGlobalSection + GlobalSection(SolutionProperties) = preSolution + HideSolutionNode = FALSE + EndGlobalSection + GlobalSection(TeamFoundationVersionControl) = preSolution + SccNumberOfProjects = 3 + SccEnterpriseProvider = {4CA58AB2-18FA-4F8D-95D4-32DDF27D184C} + SccTeamFoundationServer = http://vstfsng01:8080/tfs/cig + SccProjectUniqueName0 = ..\\ClientLibrary\\LinguisticsClient.csproj + SccProjectName0 = ../ClientLibrary + SccLocalPath0 = ..\\ClientLibrary + SccLocalPath1 = . + SccProjectUniqueName2 = Linguistics.Sample.csproj + SccLocalPath2 = . + EndGlobalSection +EndGlobal diff --git a/LinguisticAnalysis/Windows/Sample/Program.cs b/LinguisticAnalysis/Windows/Sample/Program.cs new file mode 100644 index 0000000..c169cc8 --- /dev/null +++ b/LinguisticAnalysis/Windows/Sample/Program.cs @@ -0,0 +1,122 @@ +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +using System; +using System.Linq; +using System.Threading.Tasks; +using Microsoft.ProjectOxford.Linguistics; +using Microsoft.ProjectOxford.Linguistics.Contract; +using Newtonsoft.Json; +using Newtonsoft.Json.Serialization; + +namespace Microsoft.ProjectOxford.Linguistics.Sample +{ + class Program + { + /// + /// Initializes a new instance of class. + /// + private static readonly LinguisticsClient Client = new LinguisticsClient("Your subscription key"); + + /// + /// Default jsonserializer settings + /// + private static JsonSerializerSettings jsonSerializerSettings = new JsonSerializerSettings() + { + DateFormatHandling = DateFormatHandling.IsoDateFormat, + NullValueHandling = NullValueHandling.Ignore, + ContractResolver = new CamelCasePropertyNamesContractResolver() + }; + + static void Main(string[] args) + { + // List analyzers + Analyzer[] supportedAnalyzers = null; + try + { + supportedAnalyzers = ListAnalyzers(); + var analyzersAsJson = JsonConvert.SerializeObject(supportedAnalyzers, Formatting.Indented, jsonSerializerSettings); + Console.WriteLine("Supported analyzers: " + analyzersAsJson); + } + catch (Exception e) + { + Console.Error.WriteLine("Failed to list supported analyzers: " + e.ToString()); + Environment.Exit(1); + } + + // Analyze text with all available analyzers + var analyzeTextRequest = new AnalyzeTextRequest() + { + Language = "en", + AnalyzerIds = supportedAnalyzers.Select(analyzer => analyzer.Id).ToArray(), + Text = "Welcome to Microsoft Linguistic Analysis!" + }; + + try + { + var analyzeTextResults = AnalyzeText(analyzeTextRequest); + var resultsAsJson = JsonConvert.SerializeObject(analyzeTextResults, Formatting.Indented, jsonSerializerSettings); + Console.WriteLine("Analyze text results: " + resultsAsJson); + } + catch (Exception e) + { + Console.Error.WriteLine("Failed to list supported analyzers: " + e.ToString()); + Environment.Exit(1); + } + + Console.ReadKey(); + } + + /// + /// List analyzers synchronously. + /// + /// An array of supported analyzers. + private static Analyzer[] ListAnalyzers() + { + try + { + return Client.ListAnalyzersAsync().Result; + } + catch (Exception exception) + { + throw new Exception("Failed to gather list of analyzers", exception as ClientException); + } + } + + /// + /// Analyze text synchronously. + /// + /// Analyze text request. + /// An array of analyze text result. + private static AnalyzeTextResult[] AnalyzeText(AnalyzeTextRequest request) + { + try + { + return Client.AnalyzeTextAsync(request).Result; + } + catch (Exception exception) + { + throw new Exception("Failed to analyze text", exception as ClientException); + } + } + } +} diff --git a/LinguisticAnalysis/Windows/Sample/Properties/AssemblyInfo.cs b/LinguisticAnalysis/Windows/Sample/Properties/AssemblyInfo.cs new file mode 100644 index 0000000..d917b0e --- /dev/null +++ b/LinguisticAnalysis/Windows/Sample/Properties/AssemblyInfo.cs @@ -0,0 +1,14 @@ +using System.Reflection; +using System.Runtime.InteropServices; + +// General Information about an assembly is controlled through the following +// set of attributes. Change these attribute values to modify the information +// associated with an assembly. +[assembly: AssemblyTitle("Microsoft.ProjectOxford.Linguistics.Sample")] +[assembly: AssemblyDescription("Microsoft.ProjectOxford.Linguistics.Sample")] +[assembly: AssemblyProduct("Microsoft Project Oxford")] +[assembly: AssemblyCopyright("Copyright © 2016 Microsoft")] +[assembly: ComVisible(false)] +[assembly: Guid("9be553c3-e1b7-4c0a-b868-02e4252fa48c")] +[assembly: AssemblyVersion("1.0.0.0")] +[assembly: AssemblyFileVersion("1.0.0.0")] \ No newline at end of file diff --git a/LinguisticAnalysis/Windows/Sample/packages.config b/LinguisticAnalysis/Windows/Sample/packages.config new file mode 100644 index 0000000..62d4354 --- /dev/null +++ b/LinguisticAnalysis/Windows/Sample/packages.config @@ -0,0 +1,4 @@ + + + + \ No newline at end of file diff --git a/ProjectOxfordFace.podspec b/ProjectOxfordFace.podspec new file mode 100644 index 0000000..5b11452 --- /dev/null +++ b/ProjectOxfordFace.podspec @@ -0,0 +1,21 @@ +Pod::Spec.new do |s| + s.name = "ProjectOxfordFace" + s.version = "1.0" + s.summary = "Microsoft Project Oxford Face iOS SDK" + + s.description = <<-DESC + Integrate Microsoft Project Oxford Face APIs into your iOS App! + DESC + s.homepage = "https://github.com/Microsoft/ProjectOxford-ClientSDK" + s.screenshots = "https://raw.githubusercontent.com/Microsoft/ProjectOxford-ClientSDK/master/Face/iOS/SampleScreenshots/SampleScreenshot1.png", "https://raw.githubusercontent.com/Microsoft/ProjectOxford-ClientSDK/master/Face/iOS/SampleScreenshots/SampleScreenshot2.png", "https://raw.githubusercontent.com/Microsoft/ProjectOxford-ClientSDK/master/Face/iOS/SampleScreenshots/SampleScreenshot3.png", "https://raw.githubusercontent.com/Microsoft/ProjectOxford-ClientSDK/master/Face/iOS/SampleScreenshots/SampleScreenshot4.png" + s.license = 'MIT' + s.author = { "Project Oxford SDK" => "oxfordGithub@microsoft.com" } + s.source = { :git => "https://github.com/Microsoft/ProjectOxford-ClientSDK.git", :branch => "master" } + s.platform = :ios, '9.0' + s.requires_arc = true + + s.source_files = 'Face/iOS/Pod/Classes/**/*' + s.resource_bundles = { + 'ProjectOxfordFace' => ['Face/iOS/Pod/Assets/*.png'] + } +end diff --git a/README.md b/README.md index 5ceb2e2..61de420 100644 --- a/README.md +++ b/README.md @@ -1,49 +1,53 @@ -Microsoft Project Oxford client SDK and samples +Microsoft Cognitive Services client SDK and samples ==================================== -This repo contains the client libraries and samples that demonstrate the [Microsoft Project -Oxford APIs](), an evolving portfolio of REST APIs -that enable developers to leverage the power of Microsoft's natural data -understanding and easily add intelligent services into their solutions. The -Project Oxford APIs are divided into three areas: +This repo contains the client libraries and samples that demonstrate the [Microsoft Cognitive Services](), which includes the former Project Oxford APIs. +This is an evolving portfolio of REST APIs that enable developers to leverage the power of Microsoft's natural data +understanding and easily add intelligent services into their solutions. The repo contains client SDK for the following areas: ##### Vision -- **[Computer Vision APIs]() (Preview):** Understand images and intelligently generate thumbnails -- **[Face APIs]() (Preview):** See your users with face detection and recognition -- **[Emotion APIs]() (Preview):** Understand your users with emotion recognition -- **[Video APIs]() (Preview):** Understand and transform your videos - +- **[Computer Vision APIs]() (Preview):** Distill actionable information from images +- **[Emotion APIs]() (Preview):** Personalize experiences with emotion recognition +- **[Face APIs]() (Preview):** Detect, identify, analyze, organize, and tag faces in photos +- **[Video APIs]() (Preview):** Analyze, edit, and process videos within your app ##### Speech -- **[Speech APIs]() (Preview):** Communicate with your users with speech recognition and synthesis powered by Bing -- **[Speaker Recognition APIs](https://www.projectoxford.ai/spid) (Preview):** Recognize your users from their voice -- **[CRIS, Custom Recognition Intelligent Service]() (Private Preview):** Customize both language and acoustic models for better speech recognition tailored to your application +- **[Speaker Recognition APIs]() (Preview):** Give your app the ability to know who's talking +- **[Speech APIs]() (Preview):** Convert speech to text and back again, and understand its intent ##### Language -- **[Spell Check APIS]() (Preview):** Detect and correct common and uncommon spelling errors via the Bing document index -- **[LUIS, Language Understanding Intelligent Services]() (Preview):** Understand natural language commands tailored to your application -- **[Web Language Model APIs]() (Preview):** Leverage the power of language models trained on web-scale data +- **[LUIS, Language Understanding Intelligent Services]() (Preview):** Teach your apps to understand commands from your users +- **[Linguistic Analysis APIs]() (Preview):** Easily parse complex text with language analysis +- **[Web Language Model APIs]() (Preview):** Leverage the power of language models trained on web-scale data + +##### Knowledge +- **[Entity Linking APIS]() (Preview):** Contextually extend knowledge of people, locations, and events + +To see the full list of APIs, please visit [Microsoft Cognitive Service APIs](). -To learn more and sign-up for Project Oxford, [visit our -website](). You must obtain [subscription -keys]() for different services and will -need a Microsoft account. +To learn more and sign-up for Microsoft Cognitive Services, [visit our +website](). You must obtain subscription +keys for different services and will need a Microsoft account. -#### For information about our latest release, check out the [Release Page]() +#### For information about our latest release, check out the [Release Page]() Getting started =============== This repo contains a suite of SDKs that includes REST wrappers and samples to -develop using the Microsoft Project Oxford APIs. Each SDK includes a guide for +develop using the Microsoft Cognitive Services APIs. Each SDK includes a guide for installation and use. To begin, select an API and pick the platform of your choice: -- [Face]() +- [Computer Vision]() - [Emotion]() -- [Computer Vision]() +- [Entity Linking]() + +- [Face]() + +- [Linguistic Analysis]() - [Speech]() @@ -53,7 +57,7 @@ your choice: - [Web Language Model]() -**Don't see what you're looking for?** We're working on expanding our offerings and would love to hear from you what SDKs you want to see next. Let us know on the [Project Oxford Forums](). +**Don't see what you're looking for?** We're working on expanding our offerings and would love to hear from you what SDKs you want to see next. Let us know on the [Cognitive Services UserVoice Forum](). Contributing @@ -62,14 +66,14 @@ We welcome contributions and are always looking for new SDKs, input, and suggestions. Feel free to file issues on the repo and we'll address them as we can. You can also learn more about how you can help on the [Contribution Rules & Guidelines](). -For questions, feedback, or suggestions about Project Oxford services, reach out to us directly on our [Project Oxford Forums](). +For questions, feedback, or suggestions about Microsoft Cognitive Services, reach out to us directly on our [Cognitive Services UserVoice Forum](). License ======= -All Project Oxford SDKs and samples are licensed with the MIT License. For more details, see +All Microsoft Cognitive Services SDKs and samples are licensed with the MIT License. For more details, see [LICENSE](). Sample images are licensed separately, please refer to [LICENSE-IMAGE](). diff --git a/SampleUtil/LicenseHeader.txt b/SampleUtil/LicenseHeader.txt index 141b92a..1bda556 100644 --- a/SampleUtil/LicenseHeader.txt +++ b/SampleUtil/LicenseHeader.txt @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/SampleUtil/Windows/SampleUserControlLibrary/Properties/AssemblyInfo.cs b/SampleUtil/Windows/SampleUserControlLibrary/Properties/AssemblyInfo.cs index 6066649..5c60967 100644 --- a/SampleUtil/Windows/SampleUserControlLibrary/Properties/AssemblyInfo.cs +++ b/SampleUtil/Windows/SampleUserControlLibrary/Properties/AssemblyInfo.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/SampleUtil/Windows/SampleUserControlLibrary/SampleUserControl.xaml b/SampleUtil/Windows/SampleUserControlLibrary/SampleUserControl.xaml index 41f91ac..ea43e9a 100644 --- a/SampleUtil/Windows/SampleUserControlLibrary/SampleUserControl.xaml +++ b/SampleUtil/Windows/SampleUserControlLibrary/SampleUserControl.xaml @@ -42,7 +42,7 @@ - + Status text goes here diff --git a/SampleUtil/Windows/SampleUserControlLibrary/SampleUserControl.xaml.cs b/SampleUtil/Windows/SampleUserControlLibrary/SampleUserControl.xaml.cs index b68ee20..53d4160 100644 --- a/SampleUtil/Windows/SampleUserControlLibrary/SampleUserControl.xaml.cs +++ b/SampleUtil/Windows/SampleUserControlLibrary/SampleUserControl.xaml.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/SampleUtil/Windows/SampleUserControlLibrary/SampleUserControlLibrary.csproj b/SampleUtil/Windows/SampleUserControlLibrary/SampleUserControlLibrary.csproj index c8920ff..be2b159 100644 --- a/SampleUtil/Windows/SampleUserControlLibrary/SampleUserControlLibrary.csproj +++ b/SampleUtil/Windows/SampleUserControlLibrary/SampleUserControlLibrary.csproj @@ -55,6 +55,9 @@ SubscriptionKeyPage.xaml + + VideoResultControl.xaml + MSBuild:Compile Designer @@ -67,6 +70,10 @@ Designer MSBuild:Compile + + MSBuild:Compile + Designer + diff --git a/SampleUtil/Windows/SampleUserControlLibrary/SubscriptionKeyPage.xaml.cs b/SampleUtil/Windows/SampleUserControlLibrary/SubscriptionKeyPage.xaml.cs index 753f044..8ba2fde 100644 --- a/SampleUtil/Windows/SampleUserControlLibrary/SubscriptionKeyPage.xaml.cs +++ b/SampleUtil/Windows/SampleUserControlLibrary/SubscriptionKeyPage.xaml.cs @@ -1,15 +1,15 @@ -// +// // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. -// -// Project Oxford: http://ProjectOxford.ai -// -// Project Oxford SDK GitHub: +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK -// +// // Copyright (c) Microsoft Corporation // All rights reserved. -// +// // MIT License: // Permission is hereby granted, free of charge, to any person obtaining // a copy of this software and associated documentation files (the @@ -18,10 +18,10 @@ // distribute, sublicense, and/or sell copies of the Software, and to // permit persons to whom the Software is furnished to do so, subject to // the following conditions: -// +// // The above copyright notice and this permission notice shall be // included in all copies or substantial portions of the Software. -// +// // THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, // EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF // MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND @@ -29,7 +29,7 @@ // LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION // OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION // WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -// +// using System.ComponentModel; using System.IO; @@ -84,7 +84,7 @@ public string SubscriptionKey public event PropertyChangedEventHandler PropertyChanged; /// - /// Helper function for INotifyPropertyChanged interface + /// Helper function for INotifyPropertyChanged interface /// /// Property type /// Property name @@ -184,7 +184,7 @@ private void DeleteKey_Click(object sender, RoutedEventArgs e) private void GetKeyButton_Click(object sender, RoutedEventArgs e) { - System.Diagnostics.Process.Start("https://www.projectoxford.ai/doc/general/subscription-key-mgmt"); + System.Diagnostics.Process.Start("https://www.microsoft.com/cognitive-services/en-us/sign-up"); } } } diff --git a/Video/Windows/Sample-WPF/VideoResultControl.xaml b/SampleUtil/Windows/SampleUserControlLibrary/VideoResultControl.xaml similarity index 78% rename from Video/Windows/Sample-WPF/VideoResultControl.xaml rename to SampleUtil/Windows/SampleUserControlLibrary/VideoResultControl.xaml index b856de1..e37ef0a 100644 --- a/Video/Windows/Sample-WPF/VideoResultControl.xaml +++ b/SampleUtil/Windows/SampleUserControlLibrary/VideoResultControl.xaml @@ -1,9 +1,9 @@ - @@ -29,8 +29,9 @@ - - + + + diff --git a/Video/Windows/Sample-WPF/VideoResultControl.xaml.cs b/SampleUtil/Windows/SampleUserControlLibrary/VideoResultControl.xaml.cs similarity index 88% rename from Video/Windows/Sample-WPF/VideoResultControl.xaml.cs rename to SampleUtil/Windows/SampleUserControlLibrary/VideoResultControl.xaml.cs index da198a5..76c4d36 100644 --- a/Video/Windows/Sample-WPF/VideoResultControl.xaml.cs +++ b/SampleUtil/Windows/SampleUserControlLibrary/VideoResultControl.xaml.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation @@ -43,7 +43,7 @@ using System.Windows.Shapes; using System.Windows.Threading; -namespace VideoAPI_WPF_Samples +namespace SampleUserControlLibrary { /// /// Interaction logic for VideoResultControl.xaml @@ -67,6 +67,8 @@ public partial class VideoResultControl : UserControl DependencyProperty.Register("IsVideoResult", typeof(bool), typeof(VideoResultControl)); public static DependencyProperty FrameHighlightsProperty = DependencyProperty.Register("FrameHighlights", typeof(IList), typeof(VideoResultControl)); + public static DependencyProperty ResultControlProperty = + DependencyProperty.Register("ResultControl", typeof(FrameworkElement), typeof(VideoResultControl)); private readonly DispatcherTimer _highlightTimer = new DispatcherTimer(); private int _highlightIndex; @@ -124,6 +126,8 @@ public bool IsVideoResult set { SetValue(IsVideoResultProperty, value); } } + + /// /// A sequence of time frames with highlight information, which will be used to draw during video playing /// @@ -133,6 +137,36 @@ public IList FrameHighlights set { SetValue(FrameHighlightsProperty, value); } } + /// + /// Set a custom control to show as the result + /// + public FrameworkElement ResultControl + { + get { return (FrameworkElement)GetValue(ResultControlProperty); } + set { SetValue(ResultControlProperty, value); } + } + + /// + /// Gets the current time of the source video + /// + public TimeSpan CurrentTime + { + get + { + return this.originalVideo.Position; + } + } + + /// + /// Gets a value indicating if there is a custom result control set + /// + public bool IsCustomResult => this.ResultControl != null; + + /// + /// Gets a value indicating if a text result should be shown + /// + public bool IsTextResult => !(this.IsVideoResult || this.IsCustomResult); + private void ButtonPlay_OnClick(object sender, RoutedEventArgs e) { StopVideo(); @@ -225,6 +259,7 @@ private static void VideoSourceChanged(DependencyObject obj, DependencyPropertyC VideoResultControl thiz = (VideoResultControl)obj; thiz.StopVideo(); } + } public class BoolToVisibilityConverter : IValueConverter diff --git a/SpeakerRecognition/Python/Identification/CreateProfile.py b/SpeakerRecognition/Python/Identification/CreateProfile.py index 45d395c..b7ab361 100644 --- a/SpeakerRecognition/Python/Identification/CreateProfile.py +++ b/SpeakerRecognition/Python/Identification/CreateProfile.py @@ -1,9 +1,9 @@ """ Copyright (c) Microsoft. All rights reserved. Licensed under the MIT license. -Project Oxford: http://ProjectOxford.ai +Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services -Project Oxford SDK GitHub: +Microsoft Cognitive Services (formerly Project Oxford) GitHub: https://github.com/Microsoft/ProjectOxford-ClientSDK Copyright (c) Microsoft Corporation diff --git a/SpeakerRecognition/Python/Identification/EnrollProfile.py b/SpeakerRecognition/Python/Identification/EnrollProfile.py index 6ada3d5..49771ea 100644 --- a/SpeakerRecognition/Python/Identification/EnrollProfile.py +++ b/SpeakerRecognition/Python/Identification/EnrollProfile.py @@ -1,9 +1,9 @@ """ Copyright (c) Microsoft. All rights reserved. Licensed under the MIT license. -Project Oxford: http://ProjectOxford.ai +Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services -Project Oxford SDK GitHub: +Microsoft Cognitive Services (formerly Project Oxford) GitHub: https://github.com/Microsoft/ProjectOxford-ClientSDK Copyright (c) Microsoft Corporation diff --git a/SpeakerRecognition/Python/Identification/EnrollmentResponse.py b/SpeakerRecognition/Python/Identification/EnrollmentResponse.py index a9dbcfc..e474865 100644 --- a/SpeakerRecognition/Python/Identification/EnrollmentResponse.py +++ b/SpeakerRecognition/Python/Identification/EnrollmentResponse.py @@ -1,9 +1,9 @@ """ Copyright (c) Microsoft. All rights reserved. Licensed under the MIT license. -Project Oxford: http://ProjectOxford.ai +Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services -Project Oxford SDK GitHub: +Microsoft Cognitive Services (formerly Project Oxford) GitHub: https://github.com/Microsoft/ProjectOxford-ClientSDK Copyright (c) Microsoft Corporation diff --git a/SpeakerRecognition/Python/Identification/IdentificationProfile.py b/SpeakerRecognition/Python/Identification/IdentificationProfile.py index dd54881..6ea2fba 100644 --- a/SpeakerRecognition/Python/Identification/IdentificationProfile.py +++ b/SpeakerRecognition/Python/Identification/IdentificationProfile.py @@ -1,9 +1,9 @@ """ Copyright (c) Microsoft. All rights reserved. Licensed under the MIT license. -Project Oxford: http://ProjectOxford.ai +Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services -Project Oxford SDK GitHub: +Microsoft Cognitive Services (formerly Project Oxford) GitHub: https://github.com/Microsoft/ProjectOxford-ClientSDK Copyright (c) Microsoft Corporation diff --git a/SpeakerRecognition/Python/Identification/IdentificationResponse.py b/SpeakerRecognition/Python/Identification/IdentificationResponse.py index ddfa7b5..8894a75 100644 --- a/SpeakerRecognition/Python/Identification/IdentificationResponse.py +++ b/SpeakerRecognition/Python/Identification/IdentificationResponse.py @@ -1,9 +1,9 @@ """ Copyright (c) Microsoft. All rights reserved. Licensed under the MIT license. -Project Oxford: http://ProjectOxford.ai +Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services -Project Oxford SDK GitHub: +Microsoft Cognitive Services (formerly Project Oxford) GitHub: https://github.com/Microsoft/ProjectOxford-ClientSDK Copyright (c) Microsoft Corporation diff --git a/SpeakerRecognition/Python/Identification/IdentificationServiceHttpClientHelper.py b/SpeakerRecognition/Python/Identification/IdentificationServiceHttpClientHelper.py index 7455818..7aa843b 100644 --- a/SpeakerRecognition/Python/Identification/IdentificationServiceHttpClientHelper.py +++ b/SpeakerRecognition/Python/Identification/IdentificationServiceHttpClientHelper.py @@ -1,9 +1,9 @@ """ Copyright (c) Microsoft. All rights reserved. Licensed under the MIT license. -Project Oxford: http://ProjectOxford.ai +Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services -Project Oxford SDK GitHub: +Microsoft Cognitive Services (formerly Project Oxford) GitHub: https://github.com/Microsoft/ProjectOxford-ClientSDK Copyright (c) Microsoft Corporation diff --git a/SpeakerRecognition/Python/Identification/IdentifyFile.py b/SpeakerRecognition/Python/Identification/IdentifyFile.py index 03e2ead..8b8f0a1 100644 --- a/SpeakerRecognition/Python/Identification/IdentifyFile.py +++ b/SpeakerRecognition/Python/Identification/IdentifyFile.py @@ -1,9 +1,9 @@ """ Copyright (c) Microsoft. All rights reserved. Licensed under the MIT license. -Project Oxford: http://ProjectOxford.ai +Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services -Project Oxford SDK GitHub: +Microsoft Cognitive Services (formerly Project Oxford) GitHub: https://github.com/Microsoft/ProjectOxford-ClientSDK Copyright (c) Microsoft Corporation diff --git a/SpeakerRecognition/Python/Identification/PrintAllProfiles.py b/SpeakerRecognition/Python/Identification/PrintAllProfiles.py index edb3aeb..4f6344c 100644 --- a/SpeakerRecognition/Python/Identification/PrintAllProfiles.py +++ b/SpeakerRecognition/Python/Identification/PrintAllProfiles.py @@ -1,9 +1,9 @@ """ Copyright (c) Microsoft. All rights reserved. Licensed under the MIT license. -Project Oxford: http://ProjectOxford.ai +Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services -Project Oxford SDK GitHub: +Microsoft Cognitive Services (formerly Project Oxford) GitHub: https://github.com/Microsoft/ProjectOxford-ClientSDK Copyright (c) Microsoft Corporation diff --git a/SpeakerRecognition/Python/Identification/ProfileCreationResponse.py b/SpeakerRecognition/Python/Identification/ProfileCreationResponse.py index b5a7025..85b8dc2 100644 --- a/SpeakerRecognition/Python/Identification/ProfileCreationResponse.py +++ b/SpeakerRecognition/Python/Identification/ProfileCreationResponse.py @@ -1,9 +1,9 @@ """ Copyright (c) Microsoft. All rights reserved. Licensed under the MIT license. -Project Oxford: http://ProjectOxford.ai +Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services -Project Oxford SDK GitHub: +Microsoft Cognitive Services (formerly Project Oxford) GitHub: https://github.com/Microsoft/ProjectOxford-ClientSDK Copyright (c) Microsoft Corporation diff --git a/SpeakerRecognition/Python/README.md b/SpeakerRecognition/Python/README.md index 69c38b8..61f0bf0 100644 --- a/SpeakerRecognition/Python/README.md +++ b/SpeakerRecognition/Python/README.md @@ -1,59 +1,51 @@ The sample ========== -This sample is a set of python scripts to demonstrate the use of Project -Oxford Speaker Recognition API. +This sample is a set of python scripts to demonstrate the use of Microsoft Cognitive Services (formerly Project Oxford) Speaker Recognition API. It demonstrates the speaker identification feature. Run the sample -------------- -First, you will need a [Microsoft Azure Account]() if you don't have one already. - -You must obtain a subscription key for Speaker Recognition API by following instructions in [Subscription -key management](). +First, you must obtain a Speaker Recognition API subscription key by following instructions in [Microsoft Cognitive Services subscription](). To use this sample application, there are four different scenarios: 1. Create a user profile: Execute the following command - + python Identification\CreateProfile.py 2. Print all user profiles: Execute the following command - + python Identification\PrintAllProfiles.py 3. Enroll user profiles: Execute the following command - + python Identification\EnrollProfile.py 4. Identify test files: Execute the following command - + python Identification\IdentifyFile.py ... -Microsoft will receive the audio files you upload and may use them to improve -Speaker Recognition API and related services. By submitting an audio, you confirm +Microsoft will receive the audio files you upload and may use them to improve +Speaker Recognition API and related services. By submitting an audio, you confirm you have consent from everyone in it. Contributing ============ We welcome contributions and are always looking for new SDKs, input, and suggestions. Feel free to file issues on the repo and we'll address them as we can. You can also learn more about how you can help on the [Contribution -Rules & Guidelines](). - -For questions, feedback, or suggestions about Project Oxford services, feel free to reach out to us directly. - -- [Project Oxford support]() +Rules & Guidelines](). -- [Forums]() +For questions, feedback, or suggestions about Microsoft Cognitive Services, feel free to reach out to us directly. -- [Blog]() +- [Cognitive Services UserVoice Forum]() License ======= -All Project Oxford SDKs and samples are licensed with the MIT License. For more details, see +All Microsoft Cognitive Services SDKs and samples are licensed with the MIT License. For more details, see [LICENSE](). Sample images are licensed separately, please refer to [LICENSE-IMAGE](). diff --git a/SpeakerRecognition/README.md b/SpeakerRecognition/README.md index b1e5fd2..413df38 100644 --- a/SpeakerRecognition/README.md +++ b/SpeakerRecognition/README.md @@ -1,4 +1,4 @@ -Microsoft Project Oxford Speaker Recognition client SDK and samples +Microsoft Cognitive Services Speaker Recognition client SDK and samples =================================================================== This repo contains the client libraries that demonstrate Microsoft’s cloud-based @@ -27,18 +27,14 @@ We welcome contributions and are always looking for new SDKs, input, and suggestions. Feel free to file issues on the repo and we'll address them as we can. You can also learn more about how you can help on the [Contribution Rules & Guidelines](). -For questions, feedback, or suggestions about Project Oxford services, feel free to reach out to us directly. +For questions, feedback, or suggestions about Microsoft Cognitive Services, feel free to reach out to us directly. -- [Project Oxford support]() - -- [Forums]() - -- [Blog]() +- [Cognitive Services UserVoice Forum]() License ======= -All Project Oxford SDKs and samples are licensed with the MIT License. For more details, see +All Microsoft Cognitive Services SDKs and samples are licensed with the MIT License. For more details, see [LICENSE](). Sample images are licensed separately, please refer to [LICENSE-IMAGE](). diff --git a/SpeakerRecognition/Windows/ClientLibrary/ClientLibrary.csproj b/SpeakerRecognition/Windows/ClientLibrary/ClientLibrary.csproj new file mode 100644 index 0000000..22f4b18 --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/ClientLibrary.csproj @@ -0,0 +1,95 @@ + + + + + Debug + AnyCPU + {E8EE0C19-C449-4489-869B-6B81F4873B24} + Library + Properties + Microsoft.ProjectOxford.SpeakerRecognition + Microsoft.ProjectOxford.SpeakerRecognition + v4.5.2 + 512 + + + true + full + false + bin\Debug\ + DEBUG;TRACE + prompt + 4 + + + pdbonly + true + bin\Release\ + TRACE + prompt + 4 + + + + packages\Newtonsoft.Json.8.0.2\lib\net45\Newtonsoft.Json.dll + True + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/SpeakerRecognition/Windows/ClientLibrary/ClientLibrary.nuspec b/SpeakerRecognition/Windows/ClientLibrary/ClientLibrary.nuspec new file mode 100644 index 0000000..d76fa82 --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/ClientLibrary.nuspec @@ -0,0 +1,22 @@ + + + + $id$ + $version$ + $title$ + Microsoft + Microsoft + https://github.com/Microsoft/ProjectOxford-ClientSDK/blob/master/LICENSE.md + https://github.com/Microsoft/ProjectOxford-ClientSDK/tree/master/SpeakerRecognition + https://www.projectoxford.ai/images/bright/spid/SPIDAPI-Main.png + true + $description$ + Use Speaker Recognition API Client Library to enrich your apps with Microsoft's state-of-the-art cloud-based speaker recognition algorithms. + Microsoft Project Oxford Speaker Recognition Client Library. + Copyright (c) 2016 + Project Oxford Speaker Recognition + + + + + \ No newline at end of file diff --git a/SpeakerRecognition/Windows/ClientLibrary/ClientLibrary.sln b/SpeakerRecognition/Windows/ClientLibrary/ClientLibrary.sln new file mode 100644 index 0000000..8e04cc9 --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/ClientLibrary.sln @@ -0,0 +1,22 @@ + +Microsoft Visual Studio Solution File, Format Version 12.00 +# Visual Studio 14 +VisualStudioVersion = 14.0.23107.0 +MinimumVisualStudioVersion = 10.0.40219.1 +Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "ClientLibrary", "ClientLibrary.csproj", "{E8EE0C19-C449-4489-869B-6B81F4873B24}" +EndProject +Global + GlobalSection(SolutionConfigurationPlatforms) = preSolution + Debug|Any CPU = Debug|Any CPU + Release|Any CPU = Release|Any CPU + EndGlobalSection + GlobalSection(ProjectConfigurationPlatforms) = postSolution + {E8EE0C19-C449-4489-869B-6B81F4873B24}.Debug|Any CPU.ActiveCfg = Debug|Any CPU + {E8EE0C19-C449-4489-869B-6B81F4873B24}.Debug|Any CPU.Build.0 = Debug|Any CPU + {E8EE0C19-C449-4489-869B-6B81F4873B24}.Release|Any CPU.ActiveCfg = Release|Any CPU + {E8EE0C19-C449-4489-869B-6B81F4873B24}.Release|Any CPU.Build.0 = Release|Any CPU + EndGlobalSection + GlobalSection(SolutionProperties) = preSolution + HideSolutionNode = FALSE + EndGlobalSection +EndGlobal diff --git a/SpeakerRecognition/Windows/ClientLibrary/Contract/Confidence.cs b/SpeakerRecognition/Windows/ClientLibrary/Contract/Confidence.cs new file mode 100644 index 0000000..a8b3b14 --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/Contract/Confidence.cs @@ -0,0 +1,56 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +namespace Microsoft.ProjectOxford.SpeakerRecognition.Contract +{ + /// + /// An enum encoding the confidence of the identification/verification result + /// + public enum Confidence + { + /// + /// The confidence of the identification/verification is low + /// + Low, + + /// + /// The confidence of the identification/verification is normal + /// + Normal, + + /// + /// The confidence of the identification/verification is high + /// + High + } +} diff --git a/SpeakerRecognition/Windows/ClientLibrary/Contract/CreateProfileException.cs b/SpeakerRecognition/Windows/ClientLibrary/Contract/CreateProfileException.cs new file mode 100644 index 0000000..e40e91c --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/Contract/CreateProfileException.cs @@ -0,0 +1,51 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +using System; + +namespace Microsoft.ProjectOxford.SpeakerRecognition.Contract +{ + /// + /// A class encapsulating an exception raised during profile creation + /// + public class CreateProfileException : ProfileException + { + /// + /// A public constructor creating the exception with a specified message + /// + /// Exception message + public CreateProfileException(string message) : base(message) + { + } + } +} \ No newline at end of file diff --git a/SpeakerRecognition/Windows/ClientLibrary/Contract/DeleteProfileException.cs b/SpeakerRecognition/Windows/ClientLibrary/Contract/DeleteProfileException.cs new file mode 100644 index 0000000..c285355 --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/Contract/DeleteProfileException.cs @@ -0,0 +1,49 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +namespace Microsoft.ProjectOxford.SpeakerRecognition.Contract +{ + /// + /// A class encapsulating an exception raised during profile deletion + /// + public class DeleteProfileException : ProfileException + { + /// + /// A public constructor creating the exception with a specified message + /// + /// Exception message + public DeleteProfileException(string message) : base(message) + { + } + } +} \ No newline at end of file diff --git a/SpeakerRecognition/Windows/ClientLibrary/Contract/EnrollmentBase.cs b/SpeakerRecognition/Windows/ClientLibrary/Contract/EnrollmentBase.cs new file mode 100644 index 0000000..7e07124 --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/Contract/EnrollmentBase.cs @@ -0,0 +1,50 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +using Newtonsoft.Json; +using Newtonsoft.Json.Converters; + +namespace Microsoft.ProjectOxford.SpeakerRecognition.Contract +{ + /// + /// A class encapsulating a speaker enrollment for verification/identification + /// + public class EnrollmentBase + { + /// + /// The enrollment status of the profile + /// + [JsonConverter(typeof(StringEnumConverter))] + public EnrollmentStatus EnrollmentStatus { get; set; } + } +} diff --git a/SpeakerRecognition/Windows/ClientLibrary/Contract/EnrollmentException.cs b/SpeakerRecognition/Windows/ClientLibrary/Contract/EnrollmentException.cs new file mode 100644 index 0000000..c9515ab --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/Contract/EnrollmentException.cs @@ -0,0 +1,51 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +using System; + +namespace Microsoft.ProjectOxford.SpeakerRecognition.Contract +{ + /// + /// A class encapsulating an exception raised during speaker enrollment + /// + public class EnrollmentException : Exception + { + /// + /// A public constructor creating the exception with a specified message + /// + /// Exception message + public EnrollmentException(string message) : base(message) + { + } + } +} diff --git a/SpeakerRecognition/Windows/ClientLibrary/Contract/EnrollmentStatus.cs b/SpeakerRecognition/Windows/ClientLibrary/Contract/EnrollmentStatus.cs new file mode 100644 index 0000000..f6901b6 --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/Contract/EnrollmentStatus.cs @@ -0,0 +1,56 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +namespace Microsoft.ProjectOxford.SpeakerRecognition.Contract +{ + /// + /// An enum encoding the status of a speaker enrollments for verification/identification + /// + public enum EnrollmentStatus + { + /// + /// The profile is currently enrolling and is not ready for verification/identification + /// + Enrolling, + + /// + /// The profile is currently training and is not ready for verification/identification + /// + Training, + + /// + /// The profile is currently enrolled and is ready for verification/identification + /// + Enrolled + } +} diff --git a/SpeakerRecognition/Windows/ClientLibrary/Contract/ErrorMessage.cs b/SpeakerRecognition/Windows/ClientLibrary/Contract/ErrorMessage.cs new file mode 100644 index 0000000..2850009 --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/Contract/ErrorMessage.cs @@ -0,0 +1,51 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +namespace Microsoft.ProjectOxford.SpeakerRecognition.Contract +{ + /// + /// An object encapsulating an error message + /// + internal class ErrorMessage + { + /// + /// A string representation of the error code + /// + public string Code { get; set; } + + /// + /// A string representation of the error message + /// + public string Message { get; set; } + } +} diff --git a/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/ErrorResponse.cs b/SpeakerRecognition/Windows/ClientLibrary/Contract/ErrorResponse.cs similarity index 78% rename from SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/ErrorResponse.cs rename to SpeakerRecognition/Windows/ClientLibrary/Contract/ErrorResponse.cs index b4736bc..1387413 100644 --- a/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/ErrorResponse.cs +++ b/SpeakerRecognition/Windows/ClientLibrary/Contract/ErrorResponse.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation @@ -29,18 +29,18 @@ // LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION // OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION // WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -// +// -namespace Microsoft.ProjectOxford.Speech.SpeakerVerification +namespace Microsoft.ProjectOxford.SpeakerRecognition.Contract { /// - /// An object encapsulating an error message + /// A class encapsulating the error response /// internal class ErrorResponse { /// - /// A string representation of the error message + /// ErrorResponse object encapsulating details about the error /// - public string Message { get; set; } + public ErrorMessage Error { get; set; } } } diff --git a/SpeakerRecognition/Windows/ClientLibrary/Contract/GetProfileException.cs b/SpeakerRecognition/Windows/ClientLibrary/Contract/GetProfileException.cs new file mode 100644 index 0000000..d61a03b --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/Contract/GetProfileException.cs @@ -0,0 +1,51 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +using System; + +namespace Microsoft.ProjectOxford.SpeakerRecognition.Contract +{ + /// + /// A class encapsulating an exception raised during profile(s) retrieval + /// + public class GetProfileException : ProfileException + { + /// + /// A public constructor creating the exception with a specified message + /// + /// Exception message + public GetProfileException(string message) : base(message) + { + } + } +} \ No newline at end of file diff --git a/SpeakerRecognition/Windows/ClientLibrary/Contract/Identification/CreateProfileResponse.cs b/SpeakerRecognition/Windows/ClientLibrary/Contract/Identification/CreateProfileResponse.cs new file mode 100644 index 0000000..71c0133 --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/Contract/Identification/CreateProfileResponse.cs @@ -0,0 +1,50 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +using Newtonsoft.Json; +using System; + +namespace Microsoft.ProjectOxford.SpeakerRecognition.Contract.Identification +{ + /// + /// Encapsulates the profile creation response + /// + public class CreateProfileResponse + { + /// + /// Speaker profile ID + /// + [JsonProperty("identificationProfileId")] + public Guid ProfileId { get; set; } + } +} diff --git a/SpeakerRecognition/Windows/ClientLibrary/Contract/Identification/Enrollment.cs b/SpeakerRecognition/Windows/ClientLibrary/Contract/Identification/Enrollment.cs new file mode 100644 index 0000000..edaa029 --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/Contract/Identification/Enrollment.cs @@ -0,0 +1,59 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +using Newtonsoft.Json; +using Newtonsoft.Json.Converters; + +namespace Microsoft.ProjectOxford.SpeakerRecognition.Contract.Identification +{ + /// + /// This encapsulates the processing result of an enrollment during an identification scenario + /// + public class Enrollment : EnrollmentBase + { + /// + /// Remaining number of speech seconds to complete minimum enrollment. + /// + public double RemainingEnrollmentSpeechTime { get; set; } + + /// + /// Seconds of useful speech in enrollment audio. + /// + public double SpeechTime { get; set; } + + /// + /// Speaker identification profile enrollment length in seconds of speech. + /// + public double EnrollmentSpeechTime { get; set; } + } +} diff --git a/SpeakerRecognition/Windows/ClientLibrary/Contract/Identification/EnrollmentOperation.cs b/SpeakerRecognition/Windows/ClientLibrary/Contract/Identification/EnrollmentOperation.cs new file mode 100644 index 0000000..d29d4f1 --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/Contract/Identification/EnrollmentOperation.cs @@ -0,0 +1,46 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +namespace Microsoft.ProjectOxford.SpeakerRecognition.Contract.Identification +{ + /// + /// A class that encapsulates the response from an enrollment operation during an identification scenario + /// + public class EnrollmentOperation : Operation + { + /// + /// The processing result of the enrollment call + /// + public Enrollment ProcessingResult { get; set; } + } +} \ No newline at end of file diff --git a/SpeakerRecognition/Windows/ClientLibrary/Contract/Identification/Identification.cs b/SpeakerRecognition/Windows/ClientLibrary/Contract/Identification/Identification.cs new file mode 100644 index 0000000..947387c --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/Contract/Identification/Identification.cs @@ -0,0 +1,57 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +using Newtonsoft.Json; +using Newtonsoft.Json.Converters; +using System; + +namespace Microsoft.ProjectOxford.SpeakerRecognition.Contract.Identification +{ + /// + /// This encapsulates the processing result of an identification call during an identification scenario + /// + public class Identification + { + /// + /// The identified speaker's identification profile ID. If the speaker is not identified, + /// this value will be "00000000-0000-0000-0000-000000000000". + /// + public Guid IdentifiedProfileId { get; set; } + + /// + /// The confidence value of the identification. + /// + [JsonConverter(typeof(StringEnumConverter))] + public Confidence Confidence { get; set; } + } +} diff --git a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/IdentificationException.cs b/SpeakerRecognition/Windows/ClientLibrary/Contract/Identification/IdentificationException.cs similarity index 80% rename from SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/IdentificationException.cs rename to SpeakerRecognition/Windows/ClientLibrary/Contract/Identification/IdentificationException.cs index f816297..4545861 100644 --- a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/IdentificationException.cs +++ b/SpeakerRecognition/Windows/ClientLibrary/Contract/Identification/IdentificationException.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation @@ -29,11 +29,11 @@ // LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION // OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION // WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -// +// using System; -namespace Microsoft.ProjectOxford.Speech.SpeakerIdentification +namespace Microsoft.ProjectOxford.SpeakerRecognition.Contract.Identification { /// /// A class encapsulating an exception raised during speaker identification @@ -41,11 +41,10 @@ namespace Microsoft.ProjectOxford.Speech.SpeakerIdentification public class IdentificationException : Exception { /// - /// Constructor to create an exception with a specified message + /// A public constructor creating the exception with a specified message /// /// Exception message - public IdentificationException(string message) - : base(message) + public IdentificationException(string message) : base(message) { } } diff --git a/SpeakerRecognition/Windows/ClientLibrary/Contract/Identification/IdentificationOperation.cs b/SpeakerRecognition/Windows/ClientLibrary/Contract/Identification/IdentificationOperation.cs new file mode 100644 index 0000000..bbf0e18 --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/Contract/Identification/IdentificationOperation.cs @@ -0,0 +1,46 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +namespace Microsoft.ProjectOxford.SpeakerRecognition.Contract.Identification +{ + /// + /// A class that encapsulates the response from an identification operation during an identification scenario + /// + public class IdentificationOperation : Operation + { + /// + /// The processing result of the identification call + /// + public Identification ProcessingResult { get; set; } + } +} \ No newline at end of file diff --git a/SpeakerRecognition/Windows/ClientLibrary/Contract/Identification/Operation.cs b/SpeakerRecognition/Windows/ClientLibrary/Contract/Identification/Operation.cs new file mode 100644 index 0000000..ec5bd5e --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/Contract/Identification/Operation.cs @@ -0,0 +1,66 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +using Newtonsoft.Json; +using Newtonsoft.Json.Converters; +using System; + +namespace Microsoft.ProjectOxford.SpeakerRecognition.Contract.Identification +{ + /// + /// An object encapsulating the state of an identification/enrollment request processed by the service + /// + public class Operation + { + /// + /// The operation status + /// + [JsonConverter(typeof(StringEnumConverter))] + public Status Status { get; set; } + + /// + /// The creation date time for the operation request + /// + public DateTime CreatedDateTime { get; set; } + + /// + /// The last action date time for the operation + /// + public DateTime LastActionDateTime { get; set; } + + /// + /// The message in case of failure + /// + public string Message { get; set; } + } +} \ No newline at end of file diff --git a/SpeakerRecognition/Windows/ClientLibrary/Contract/Identification/OperationLocation.cs b/SpeakerRecognition/Windows/ClientLibrary/Contract/Identification/OperationLocation.cs new file mode 100644 index 0000000..7155d0b --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/Contract/Identification/OperationLocation.cs @@ -0,0 +1,50 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +using Newtonsoft.Json; +using Newtonsoft.Json.Converters; +using System; + +namespace Microsoft.ProjectOxford.SpeakerRecognition.Contract.Identification +{ + /// + /// An object encapsulating the location of an identification/enrollment request processed by the service + /// + public class OperationLocation + { + /// + /// The Url to query enrollment/identification operation status + /// + public string Url { get; set; } + } +} \ No newline at end of file diff --git a/SpeakerRecognition/Windows/ClientLibrary/Contract/Identification/Profile.cs b/SpeakerRecognition/Windows/ClientLibrary/Contract/Identification/Profile.cs new file mode 100644 index 0000000..c995fe1 --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/Contract/Identification/Profile.cs @@ -0,0 +1,63 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +using Newtonsoft.Json; +using System; + +namespace Microsoft.ProjectOxford.SpeakerRecognition.Contract.Identification +{ + + /// + /// A class encpaulating the user profile for an identification tasks + /// + public class Profile : ProfileBase + { + /// + /// Speaker profile ID + /// + [JsonProperty("identificationProfileId")] + public Guid ProfileId { get; set; } + + /// + /// The total length of audio - in seconds of speech - submitted for enrollment + /// + [JsonProperty("enrollmentSpeechTime")] + public double EnrollmentSpeechSeconds { get; set; } + + /// + /// The remaining audio length - in seconds of speech - for the user to be enrolled + /// + [JsonProperty("remainingEnrollmentSpeechTime")] + public double RemainingEnrollmentSpeechSeconds { get; set; } + } +} diff --git a/SpeakerRecognition/Windows/ClientLibrary/Contract/Identification/Status.cs b/SpeakerRecognition/Windows/ClientLibrary/Contract/Identification/Status.cs new file mode 100644 index 0000000..ad406ed --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/Contract/Identification/Status.cs @@ -0,0 +1,64 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +namespace Microsoft.ProjectOxford.SpeakerRecognition.Contract.Identification +{ + /// + /// Identification operation status + /// + /// + /// An enum to encapsulate the enrollment/identification operation status + /// + public enum Status + { + /// + /// The operation is not started + /// + NotStarted, + + /// + /// The operation is running + /// + Running, + + /// + /// The operation is finished and failed + /// + Failed, + + /// + /// The operation is finished and succeeded + /// + Succeeded + } +} diff --git a/SpeakerRecognition/Windows/ClientLibrary/Contract/ProfileBase.cs b/SpeakerRecognition/Windows/ClientLibrary/Contract/ProfileBase.cs new file mode 100644 index 0000000..ce59a0a --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/Contract/ProfileBase.cs @@ -0,0 +1,65 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// +using Newtonsoft.Json; +using Newtonsoft.Json.Converters; +using System; + +namespace Microsoft.ProjectOxford.SpeakerRecognition.Contract +{ + /// + /// A class encapsulating the response returned by the service on creating or retrieving a speaker profile + /// + public class ProfileBase + { + /// + /// The speaker profile locale. + /// + public string Locale { get; set; } + + /// + /// The timestamp of profile creation + /// + public DateTime CreatedDateTime { get; set; } + + /// + /// The timestamp for the last used time for the given profile + /// + public DateTime LastActionDateTime { get; set; } + + /// + /// The profile enrolling status + /// + [JsonConverter(typeof(StringEnumConverter))] + public EnrollmentStatus EnrollmentStatus { get; set; } + } +} diff --git a/SpeakerRecognition/Windows/ClientLibrary/Contract/ProfileException.cs b/SpeakerRecognition/Windows/ClientLibrary/Contract/ProfileException.cs new file mode 100644 index 0000000..97a04a9 --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/Contract/ProfileException.cs @@ -0,0 +1,51 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +using System; + +namespace Microsoft.ProjectOxford.SpeakerRecognition.Contract +{ + /// + /// A class encapsulating an exception raised while performing an action on a profile + /// + public class ProfileException : Exception + { + /// + /// A public constructor creating the exception with a specified message + /// + /// Exception message + public ProfileException(string message) : base(message) + { + } + } +} \ No newline at end of file diff --git a/SpeakerRecognition/Windows/ClientLibrary/Contract/ResetEnrollmentsException.cs b/SpeakerRecognition/Windows/ClientLibrary/Contract/ResetEnrollmentsException.cs new file mode 100644 index 0000000..25682b3 --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/Contract/ResetEnrollmentsException.cs @@ -0,0 +1,51 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +using System; + +namespace Microsoft.ProjectOxford.SpeakerRecognition.Contract +{ + /// + /// A class encapsulating an exception raised while resetting enrollments for a profile + /// + public class ResetEnrollmentsException : ProfileException + { + /// + /// A public constructor creating the exception with a specified message + /// + /// Exception message + public ResetEnrollmentsException(string message) : base(message) + { + } + } +} \ No newline at end of file diff --git a/SpeakerRecognition/Windows/ClientLibrary/Contract/Verification/CreateProfileResponse.cs b/SpeakerRecognition/Windows/ClientLibrary/Contract/Verification/CreateProfileResponse.cs new file mode 100644 index 0000000..e5ec880 --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/Contract/Verification/CreateProfileResponse.cs @@ -0,0 +1,50 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +using Newtonsoft.Json; +using System; + +namespace Microsoft.ProjectOxford.SpeakerRecognition.Contract.Verification +{ + /// + /// Encapsulates the profile creation response + /// + public class CreateProfileResponse + { + /// + /// Speaker profile ID + /// + [JsonProperty("verificationProfileId")] + public Guid ProfileId { get; set; } + } +} diff --git a/SpeakerRecognition/Windows/ClientLibrary/Contract/Verification/Enrollment.cs b/SpeakerRecognition/Windows/ClientLibrary/Contract/Verification/Enrollment.cs new file mode 100644 index 0000000..ac0f1ec --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/Contract/Verification/Enrollment.cs @@ -0,0 +1,57 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + + +namespace Microsoft.ProjectOxford.SpeakerRecognition.Contract.Verification +{ + /// + /// A class encapsulating a speaker enrollment for a verification task + /// + public class Enrollment : EnrollmentBase + { + /// + /// The number of remaining enrollments for a profile + /// + public int RemainingEnrollments { get; set; } + + /// + /// The current speaker verification profile enrollments count. + /// + public int EnrollmentsCount { get; set; } + + /// + /// The verification phrase used by the speaker + /// + public string Phrase { get; set; } + } +} diff --git a/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/PhrasesException.cs b/SpeakerRecognition/Windows/ClientLibrary/Contract/Verification/PhrasesException.cs similarity index 84% rename from SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/PhrasesException.cs rename to SpeakerRecognition/Windows/ClientLibrary/Contract/Verification/PhrasesException.cs index 2a1e22c..529c9a1 100644 --- a/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/PhrasesException.cs +++ b/SpeakerRecognition/Windows/ClientLibrary/Contract/Verification/PhrasesException.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation @@ -33,10 +33,10 @@ using System; -namespace Microsoft.ProjectOxford.Speech.SpeakerVerification +namespace Microsoft.ProjectOxford.SpeakerRecognition.Contract.Verification { /// - /// A class encapsulating an exception raised during phrases retrieval + /// A class encapsulating an exception raised during phrase retrieval /// public class PhrasesException : Exception { diff --git a/SpeakerRecognition/Windows/ClientLibrary/Contract/Verification/Profile.cs b/SpeakerRecognition/Windows/ClientLibrary/Contract/Verification/Profile.cs new file mode 100644 index 0000000..39db392 --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/Contract/Verification/Profile.cs @@ -0,0 +1,60 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// +using Newtonsoft.Json; +using System; + +namespace Microsoft.ProjectOxford.SpeakerRecognition.Contract.Verification +{ + /// + /// A class encapsulating the response returned by the service on creating or retrieving a speaker profile + /// for a verification service + /// + public class Profile : ProfileBase + { + /// + /// The speaker profile Id + /// + [JsonProperty("verificationProfileId")] + public Guid ProfileId { get; set; } + + /// + /// The remaining number of required enrollments if the enrollmentStatus is Enrolling + /// + public int RemainingEnrollmentsCount { get; set; } + + /// + /// The number of existing enrollments + /// + public int EnrollmentsCount { get; set; } + } +} diff --git a/SpeakerRecognition/Windows/ClientLibrary/Contract/Verification/Result.cs b/SpeakerRecognition/Windows/ClientLibrary/Contract/Verification/Result.cs new file mode 100644 index 0000000..9964f4f --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/Contract/Verification/Result.cs @@ -0,0 +1,51 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +namespace Microsoft.ProjectOxford.SpeakerRecognition.Contract.Verification +{ + /// + /// An enum encoding the verification result + /// + public enum Result + { + /// + /// Result value indicating that the current speaker passed the verification attempt + /// + Accept, + + /// + /// Result value indicating that the current speaker failed the verification attempt + /// + Reject + } +} diff --git a/SpeakerRecognition/Windows/ClientLibrary/Contract/Verification/Verification.cs b/SpeakerRecognition/Windows/ClientLibrary/Contract/Verification/Verification.cs new file mode 100644 index 0000000..9d40e2d --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/Contract/Verification/Verification.cs @@ -0,0 +1,61 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +using Newtonsoft.Json; +using Newtonsoft.Json.Converters; + +namespace Microsoft.ProjectOxford.SpeakerRecognition.Contract.Verification +{ + /// + /// A class that encapsulates a verification call result + /// + public class Verification + { + /// + /// The verification result + /// + [JsonConverter(typeof(StringEnumConverter))] + public Result Result { get; set; } + + /// + /// The verification result confidence + /// + [JsonConverter(typeof(StringEnumConverter))] + public Confidence Confidence { get; set; } + + /// + /// The verification phrase recognized during enrollment + /// + public string Phrase { get; set; } + } +} diff --git a/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/VerificationException.cs b/SpeakerRecognition/Windows/ClientLibrary/Contract/Verification/VerificationException.cs similarity index 88% rename from SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/VerificationException.cs rename to SpeakerRecognition/Windows/ClientLibrary/Contract/Verification/VerificationException.cs index f3ced61..c329914 100644 --- a/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/VerificationException.cs +++ b/SpeakerRecognition/Windows/ClientLibrary/Contract/Verification/VerificationException.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation @@ -33,7 +33,7 @@ using System; -namespace Microsoft.ProjectOxford.Speech.SpeakerVerification +namespace Microsoft.ProjectOxford.SpeakerRecognition.Contract.Verification { /// /// A class encapsulating an exception raised during speaker verification diff --git a/SpeakerRecognition/Windows/ClientLibrary/Contract/Verification/VerificationPhrase.cs b/SpeakerRecognition/Windows/ClientLibrary/Contract/Verification/VerificationPhrase.cs new file mode 100644 index 0000000..78773ad --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/Contract/Verification/VerificationPhrase.cs @@ -0,0 +1,46 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +namespace Microsoft.ProjectOxford.SpeakerRecognition.Contract.Verification +{ + /// + /// A class encapsulating the verification phrase used by the speaker + /// + public class VerificationPhrase + { + /// + /// The verification phrase + /// + public string Phrase { get; set; } + } +} diff --git a/SpeakerRecognition/Windows/ClientLibrary/ISpeakerIdentificationServiceClient.cs b/SpeakerRecognition/Windows/ClientLibrary/ISpeakerIdentificationServiceClient.cs new file mode 100644 index 0000000..4bdb877 --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/ISpeakerIdentificationServiceClient.cs @@ -0,0 +1,117 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +using Microsoft.ProjectOxford.SpeakerRecognition.Contract.Identification; +using System; +using System.IO; +using System.Threading.Tasks; + +namespace Microsoft.ProjectOxford.SpeakerRecognition +{ + /// + /// An interface for a speaker identification service client related methods + /// + public interface ISpeakerIdentificationServiceClient + { + /// + /// Identifies a given speaker using the speaker ID and audio stream asynchronously + /// + /// The audio stream to identify + /// The list of possible speaker profile IDs to identify from + /// Thrown on cases of internal server error, invalid IDs or wrong audio format + /// An object encapsulating the The Url that can be used to query the identification operation status + Task IdentifyAsync(Stream audioStream, Guid[] ids); + + /// + /// Creates a new speaker profile asynchronously + /// + /// The speaker profile locale + /// Thrown on cases of internal server error or an invalid locale + /// The profile object encapsulating the response object of the create request + Task CreateProfileAsync(string locale); + + /// + /// Deletes a given speaker profile asynchronously + /// + /// Thrown on cases of internal server error on an invalid ID + /// The ID of the speaker profile to be deleted + Task DeleteProfileAsync(Guid id); + + /// + /// Retrieves a speaker profile from the service asynchronously + /// + /// The ID of the speaker profile to get + /// Thrown in cases of invalid ID or an internal server error + /// The requested profile + Task GetProfileAsync(Guid id); + + /// + /// Gets all speaker profiles from the service asynchronously + /// + /// Thrown on internal server error + /// An array containing a list of all profiles + Task GetProfilesAsync(); + + /// + /// Enrolls a speaker profile from an audio stream asynchronously + /// + /// The audio stream to use for enrollment + /// The speaker profile ID to enroll + /// Thrown in case of invalid audio format, internal server error or an invalid ID + /// An object encapsulating the The Url that can be used to query the enrollment operation status + Task EnrollAsync(Stream audioStream, Guid id); + + /// + /// Gets the enrollment operation status or result asynchronously + /// + /// The Url returned upon calling the enrollment operation + /// Thrown in case of internal server error or an invalid url + /// The enrollment operation object encapsulating the result + Task CheckEnrollmentStatusAsync(OperationLocation location); + + /// + /// Gets the identification operation status or result asynchronously + /// + /// The Url returned upon calling the identification operation + /// Thrown in case of internal server error or an url + /// The identification operation object encapsulating the result + Task CheckIdentificationStatusAsync(OperationLocation location); + + /// + /// Deletes all enrollments associated with the given speaker identification profile permanently from the service asynchronously + /// + /// Thrown in case of internal server error or an invalid ID + /// The speaker ID + Task ResetEnrollmentsAsync(Guid id); + } +} diff --git a/SpeakerRecognition/Windows/ClientLibrary/ISpeakerVerificationServiceClient.cs b/SpeakerRecognition/Windows/ClientLibrary/ISpeakerVerificationServiceClient.cs new file mode 100644 index 0000000..40d0df0 --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/ISpeakerVerificationServiceClient.cs @@ -0,0 +1,110 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +using Microsoft.ProjectOxford.SpeakerRecognition.Contract.Verification; +using System; +using System.IO; +using System.Threading.Tasks; + +namespace Microsoft.ProjectOxford.SpeakerRecognition +{ + /// + /// An interface for a speaker verification service client related methods + /// + public interface ISpeakerVerificationServiceClient + { + /// + /// Verifies a given speaker using the speaker ID and audio stream asynchronously + /// + /// The stream of audio to be verified + /// The speaker ID + /// Thrown in case of invalid ID or internal server error + /// Thrown in case of invalid audio format + /// A verification object encapsulating the verification result + Task VerifyAsync(Stream audioStream, Guid id); + + /// + /// Creates a new speaker profile asynchronously + /// + /// The speaker profile locale + /// Thrown in case of internal server error or an invalid locale + /// The Profile object encapsulating the speaker profile response + Task CreateProfileAsync(string locale); + + /// + /// Deletes a given speaker profile asynchronously + /// + /// Thrown in case of internal server error, an invalid ID or failure to delete the profile + /// The ID of the speaker profile to be deleted + Task DeleteProfileAsync(Guid id); + + /// + /// Retrieves a given speaker profile as specified by the id param asynchronously + /// + /// The speaker profile ID + /// Thrown in case of internal server error or an invalid ID + /// The requested speaker profile + Task GetProfileAsync(Guid id); + + /// + /// Retrieves all available speaker profiles asynchronously + /// + /// Thrown in case of internal server error + /// An array containing a list of speaker profiles + Task GetProfilesAsync(); + + /// + /// Gets a list of all available phrases for enrollments asynchronously + /// + /// The locale of the pharases + /// Thrown in case of invalid locale or internal server error + /// An array containing a list of all verification phrases + Task GetPhrasesAsync(string locale); + + /// + /// Enrolls a new stream for a given speaker asynchronously + /// + /// The stream to enroll + /// The speaker profile speaker ID + /// Thrown in case of internal server error, wrong ID or an invalid audio format + /// Enrollment object encapsulating the enrollment response + Task EnrollAsync(Stream audioStream, Guid id); + + /// + /// Deletes all enrollments associated with the given speaker verification profile permanently from the service asynchronously + /// + /// The speaker ID + /// Thrown in case of invalid ID, failure to reset the profile or an internal server error + Task ResetEnrollmentsAsync(Guid id); + } +} diff --git a/SpeakerRecognition/Windows/ClientLibrary/Properties/AssemblyInfo.cs b/SpeakerRecognition/Windows/ClientLibrary/Properties/AssemblyInfo.cs new file mode 100644 index 0000000..fae419d --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/Properties/AssemblyInfo.cs @@ -0,0 +1,36 @@ +using System.Reflection; +using System.Runtime.CompilerServices; +using System.Runtime.InteropServices; + +// General Information about an assembly is controlled through the following +// set of attributes. Change these attribute values to modify the information +// associated with an assembly. +[assembly: AssemblyTitle("Microsoft.ProjectOxford.SpeakerRecognition")] +[assembly: AssemblyDescription("Microsoft Project Oxford Speaker Recognition Client Library")] +[assembly: AssemblyConfiguration("")] +[assembly: AssemblyCompany("Microsoft Corporation")] +[assembly: AssemblyProduct("Microsoft.ProjectOxford.SpeakerRecognition")] +[assembly: AssemblyCopyright("Copyright © 2016")] +[assembly: AssemblyTrademark("")] +[assembly: AssemblyCulture("")] + +// Setting ComVisible to false makes the types in this assembly not visible +// to COM components. If you need to access a type in this assembly from +// COM, set the ComVisible attribute to true on that type. +[assembly: ComVisible(false)] + +// The following GUID is for the ID of the typelib if this project is exposed to COM +[assembly: Guid("e8ee0c19-c449-4489-869b-6b81f4873b24")] + +// Version information for an assembly consists of the following four values: +// +// Major Version +// Minor Version +// Build Number +// Revision +// +// You can specify all the values or you can default the Build and Revision Numbers +// by using the '*' as shown below: +// [assembly: AssemblyVersion("1.0.*")] +[assembly: AssemblyVersion("1.0.0.0")] +[assembly: AssemblyFileVersion("1.0.0.0")] diff --git a/SpeakerRecognition/Windows/ClientLibrary/SpeakerIdentificationServiceClient.cs b/SpeakerRecognition/Windows/ClientLibrary/SpeakerIdentificationServiceClient.cs new file mode 100644 index 0000000..c4dacd6 --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/SpeakerIdentificationServiceClient.cs @@ -0,0 +1,450 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +using Microsoft.ProjectOxford.SpeakerRecognition.Contract; +using Microsoft.ProjectOxford.SpeakerRecognition.Contract.Identification; +using Newtonsoft.Json; +using Newtonsoft.Json.Serialization; +using System; +using System.Collections.Generic; +using System.IO; +using System.Linq; +using System.Net; +using System.Net.Http; +using System.Net.Http.Headers; +using System.Threading.Tasks; + +namespace Microsoft.ProjectOxford.SpeakerRecognition +{ + /// + /// This class abstracts all the identification service calls + /// + public class SpeakerIdentificationServiceClient : ISpeakerIdentificationServiceClient + { + /// + /// The Http client used to communicate with the service + /// + private HttpClient _httpClient = new HttpClient(); + + /// + /// Address of the identification profiles API + /// + private const string _IDENTIFICATION_PROFILE_URI = "https://api.projectoxford.ai/spid/v1.0/identificationProfiles"; + + /// + /// Address of the identification API + /// + private const string _IDENTIFICATION_URI = "https://api.projectoxford.ai/spid/v1.0/identify"; + + /// + /// The header for the subscription key + /// + private const string _SUBSCRIPTION_KEY_HEADER = "Ocp-Apim-Subscription-Key"; + + /// + /// Json content type header value + /// + private const string _JSON_CONTENT_HEADER_VALUE = "application/json"; + + /// + /// The operation location header field + /// + private const string _OPERATION_LOCATION_HEADER = "Operation-Location"; + + /// + /// The default resolver. + /// + private static CamelCasePropertyNamesContractResolver s_defaultResolver = new CamelCasePropertyNamesContractResolver(); + + /// + /// Settings for the Json converter to parse DateTime in the ISO 8601 format + /// + private static JsonSerializerSettings s_jsonDateTimeSettings = new JsonSerializerSettings() + { + DateFormatHandling = DateFormatHandling.IsoDateFormat, + NullValueHandling = NullValueHandling.Ignore, + ContractResolver = s_defaultResolver + }; + + /// + /// Initializes an instance of the service client + /// + /// The subscription key to use + public SpeakerIdentificationServiceClient(string subscriptionKey) + { + _httpClient.DefaultRequestHeaders.Accept.Add(new MediaTypeWithQualityHeaderValue(_JSON_CONTENT_HEADER_VALUE)); + _httpClient.DefaultRequestHeaders.Add(_SUBSCRIPTION_KEY_HEADER, subscriptionKey); + } + + /// + /// Creates a new profile asynchronously + /// + /// The speaker profile locale + /// Thrown on cases of internal server error or an invalid locale + /// Thrown in case the connection timed out + /// The profile object encapsulating the response object + public async Task CreateProfileAsync(string locale) + { + try + { + // Construct the request body + var content = new FormUrlEncodedContent(new[] + { + new KeyValuePair("locale", locale) + }); + + // Send the request + HttpResponseMessage response = await _httpClient.PostAsync(_IDENTIFICATION_PROFILE_URI, content).ConfigureAwait(false); + string resultStr = await response.Content.ReadAsStringAsync().ConfigureAwait(false); + + if (response.StatusCode == HttpStatusCode.OK) + { + //parse response + return JsonConvert.DeserializeObject(resultStr); + } + else + { + ErrorResponse errorResponse = JsonConvert.DeserializeObject(resultStr); + if (errorResponse.Error != null) + throw new CreateProfileException(errorResponse.Error.Message); + else + throw new CreateProfileException(response.StatusCode.ToString()); + } + } + catch (TaskCanceledException exception) + { + throw new TimeoutException("Connection timed out: " + exception.Message); + } + } + + /// + /// Retrieves a speaker profile from the service asynchronously + /// + /// The ID of the speaker profile to get + /// Thrown in cases of invalid ID or an internal server error + /// Thrown in case the connection timed out + /// The requested speaker profile + public async Task GetProfileAsync(Guid id) + { + try + { + // Construct the request URI + string requestUri = _IDENTIFICATION_PROFILE_URI + "/" + id.ToString("D"); + + // Send the request + HttpResponseMessage response = await _httpClient.GetAsync(requestUri).ConfigureAwait(false); + string resultStr = await response.Content.ReadAsStringAsync().ConfigureAwait(false); + + if (response.StatusCode == HttpStatusCode.OK) + { + //parse response + return JsonConvert.DeserializeObject(resultStr, s_jsonDateTimeSettings); + } + else + { + ErrorResponse errorResponse = JsonConvert.DeserializeObject(resultStr); + if (errorResponse.Error != null) + throw new GetProfileException(errorResponse.Error.Message); + else + throw new GetProfileException(response.StatusCode.ToString()); + } + } + catch (TaskCanceledException exception) + { + throw new TimeoutException("Connection timed out: " + exception.Message); + } + } + + /// + /// Identifies an audio stream asynchronously + /// + /// The audio stream to identify + /// The list of possible speaker profile IDs to identify from + /// Thrown on cases of internal server error, invalid IDs or wrong audio format + /// Thrown in case the connection timed out + /// An object encapsulating the The Url that can be used to query the identification operation status + public async Task IdentifyAsync(Stream audioStream, Guid[] ids) + { + try + { + // Construct the request URI + string testProfileIds = string.Join(",", ids.Select(id => id.ToString("D"))); + string requestUri = _IDENTIFICATION_URI + "?identificationProfileIds=" + testProfileIds; + OperationLocation location = await OperationAsync(audioStream, requestUri).ConfigureAwait(false); + return location; + } + catch (TaskCanceledException exception) + { + throw new TimeoutException("Connection timed out: " + exception.Message); + } + } + + /// + /// Enrolls a speaker profile from an audio stream asynchronously + /// + /// The audio stream to use for enrollment + /// The speaker profile ID to enroll + /// Thrown in case of invalid audio format, internal server error or an invalid ID + /// Thrown in case the connection timed out + /// The operation location object encapsulating the Url that can be used to check the status of the operation + public async Task EnrollAsync(Stream audioStream, Guid id) + { + try + { + // Send the request + string requestUri = _IDENTIFICATION_PROFILE_URI + "/" + id.ToString("D") + "/enroll"; + OperationLocation location = await OperationAsync(audioStream, requestUri).ConfigureAwait(false); + return location; + } + catch (TaskCanceledException exception) + { + throw new TimeoutException("Connection timed out: " + exception.Message); + } + } + + /// + /// Gets the identification operation status or result asynchronously + /// + /// The location returned upon calling the identification operation + /// Thrown in case of internal server error or an url + /// Thrown in case the connection timed out + /// The identification object encapsulating the result + public async Task CheckIdentificationStatusAsync(OperationLocation location) + { + try + { + IdentificationOperation operation = await CheckStatusAsync(location.Url).ConfigureAwait(false); + return operation; + } + catch (TaskCanceledException exception) + { + throw new TimeoutException("Connection timed out: " + exception.Message); + } + } + + /// + /// Gets the enrollment operation status or result asynchronously + /// + /// The location returned upon enrollment + /// Thrown in case of internal server error or an invalid url + /// Thrown in case the connection timed out + /// The enrollment object encapsulating the result + public async Task CheckEnrollmentStatusAsync(OperationLocation location) + { + try + { + EnrollmentOperation operation = await CheckStatusAsync(location.Url).ConfigureAwait(false); + return operation; + } + catch (TaskCanceledException exception) + { + throw new TimeoutException("Connection timed out: " + exception.Message); + } + } + + /// + /// A helper method that's used to check the status for an identification/enrollment request + /// + /// The type of request identification/enrollment + /// The type of exception + /// The Url of the operation + /// An operation object encoding the result + private async Task CheckStatusAsync(string url) where T : Operation where E : Exception + { + var response = await _httpClient.GetAsync(url); + string resultStr = await response.Content.ReadAsStringAsync().ConfigureAwait(false); + + if (response.StatusCode == HttpStatusCode.OK) + { + // parse response + T operationResponse = JsonConvert.DeserializeObject(resultStr, s_jsonDateTimeSettings); + return operationResponse; + } + else + { + ErrorResponse errorResponse = JsonConvert.DeserializeObject(resultStr); + if (errorResponse.Error != null) + throw CreateExceptionFromType(errorResponse.Error.Message); + else + throw CreateExceptionFromType(response.StatusCode.ToString()); + } + } + + /// + /// A helper method that's used to create an enrollment/identification request + /// + /// The type of exception + /// The audio stream to enroll/identify from + /// The Http endpoint for identification/enrollment + /// An operation object encoding the operation Url + private async Task OperationAsync(Stream audioStream, string requestUri) where E :Exception + { + var content = new MultipartFormDataContent("Upload----" + DateTime.Now.ToString("u")); + content.Add(new StreamContent(audioStream), "Data", "testFile_" + DateTime.Now.ToString("u")); + HttpResponseMessage response = await _httpClient.PostAsync(requestUri, content).ConfigureAwait(false); + if (response.StatusCode == HttpStatusCode.Accepted) + { + IEnumerable operationLocation = response.Headers.GetValues(_OPERATION_LOCATION_HEADER); + if (operationLocation.Count() == 1) + { + string operationUrl = operationLocation.First(); + OperationLocation location = new OperationLocation(); + location.Url = operationUrl; + return location; + } + else + { + throw CreateExceptionFromType("Incorrect server response"); + } + } + else + { + string resultStr = await response.Content.ReadAsStringAsync().ConfigureAwait(false); + ErrorResponse errorResponse = JsonConvert.DeserializeObject(resultStr); + if (errorResponse.Error != null) + throw CreateExceptionFromType(errorResponse.Error.Message); + else + throw CreateExceptionFromType(response.StatusCode.ToString()); + } + } + + /// + /// Gets all speaker profiles from the service asynchronously + /// + /// Thrown on internal server error + /// Thrown in case the connection timed out + /// An array containing a list of all profiles + public async Task GetProfilesAsync() + { + try + { + // Construct the request URI + string requestUri = _IDENTIFICATION_PROFILE_URI; + + // Send the request + HttpResponseMessage response = await _httpClient.GetAsync(requestUri).ConfigureAwait(false); + string resultStr = await response.Content.ReadAsStringAsync().ConfigureAwait(false); + + if (response.StatusCode == HttpStatusCode.OK) + { + //parse response + List profiles = JsonConvert.DeserializeObject>(resultStr, s_jsonDateTimeSettings); + if (profiles != null) + { + return profiles.ToArray(); + } + return null; + } + else + { + ErrorResponse errorResponse = JsonConvert.DeserializeObject(resultStr); + if (errorResponse.Error != null) + throw new GetProfileException(errorResponse.Error.Message); + else + throw new GetProfileException(response.StatusCode.ToString()); + } + } + catch (TaskCanceledException exception) + { + throw new TimeoutException("Connection timed out: " + exception.Message); + } + } + + /// + /// Deletes all enrollments associated with the given speaker identification profile permanently from the service asynchronously + /// + /// The speaker ID + /// Thrown in case of internal server error or an invalid ID + /// Thrown in case the connection timed out + public async Task ResetEnrollmentsAsync(Guid id) + { + try + { + string requestUri = _IDENTIFICATION_PROFILE_URI + "/" + id.ToString("D") + "/reset"; + HttpResponseMessage response = await _httpClient.PostAsync(requestUri, null).ConfigureAwait(false); + if (response.StatusCode != HttpStatusCode.OK) + { + string resultStr = await response.Content.ReadAsStringAsync().ConfigureAwait(false); + ErrorResponse errorResponse = JsonConvert.DeserializeObject(resultStr); + if (errorResponse.Error != null) + throw new ResetEnrollmentsException(errorResponse.Error.Message); + else + throw new ResetEnrollmentsException(response.StatusCode.ToString()); + } + } + catch (TaskCanceledException exception) + { + throw new TimeoutException("Connection timed out: " + exception.Message); + } + } + + /// + /// Deletes a given profile asynchronously + /// + /// The ID of the speaker profile to be deleted + /// Thrown on cases of internal server error on an invalid ID + /// Thrown in case the connection timed out + public async Task DeleteProfileAsync(Guid id) + { + try + { + string requestUri = _IDENTIFICATION_PROFILE_URI + "/" + id.ToString("D"); + HttpResponseMessage response = await _httpClient.DeleteAsync(requestUri).ConfigureAwait(false); + if (response.StatusCode != HttpStatusCode.OK) + { + string resultStr = await response.Content.ReadAsStringAsync().ConfigureAwait(false); + ErrorResponse errorResponse = JsonConvert.DeserializeObject(resultStr); + if (errorResponse.Error != null) + throw new DeleteProfileException(errorResponse.Error.Message); + else + throw new DeleteProfileException(response.StatusCode.ToString()); + } + } + catch (TaskCanceledException exception) + { + throw new TimeoutException("Connection timed out: " + exception.Message); + } + } + + /// + /// A helper method used to generate an exception from generic types + /// + /// The exception type + /// The exception message + /// An exception derived from the given type with the specified message as supplied by the parameter + private E CreateExceptionFromType(string msg) where E: Exception + { + return (E)Activator.CreateInstance(typeof(E), msg); + } + } +} diff --git a/SpeakerRecognition/Windows/ClientLibrary/SpeakerVerificationServiceClient.cs b/SpeakerRecognition/Windows/ClientLibrary/SpeakerVerificationServiceClient.cs new file mode 100644 index 0000000..5af3418 --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/SpeakerVerificationServiceClient.cs @@ -0,0 +1,401 @@ +// +// Copyright (c) Microsoft. All rights reserved. +// Licensed under the MIT license. +// +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services +// +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: +// https://github.com/Microsoft/ProjectOxford-ClientSDK +// +// Copyright (c) Microsoft Corporation +// All rights reserved. +// +// MIT License: +// Permission is hereby granted, free of charge, to any person obtaining +// a copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to +// permit persons to whom the Software is furnished to do so, subject to +// the following conditions: +// +// The above copyright notice and this permission notice shall be +// included in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, +// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// + +using Microsoft.ProjectOxford.SpeakerRecognition.Contract; +using Microsoft.ProjectOxford.SpeakerRecognition.Contract.Verification; +using Newtonsoft.Json; +using Newtonsoft.Json.Serialization; +using System; +using System.Collections.Generic; +using System.IO; +using System.Net; +using System.Net.Http; +using System.Net.Http.Headers; +using System.Threading.Tasks; + +namespace Microsoft.ProjectOxford.SpeakerRecognition +{ + /// + /// A service client class to perform all the verification service calls. + /// + public class SpeakerVerificationServiceClient : ISpeakerVerificationServiceClient + { + /// + /// Address of the verification profiles API + /// + private const string _BASE_URI = "https://api.projectoxford.ai/spid/v1.0/verificationProfiles"; + + /// + /// Address of the verification API + /// + private const string _VERIFY_ENDPOINT = "https://api.projectoxford.ai/spid/v1.0/verify"; + + /// + /// Address of the verification phrases API + /// + private const string _PHRASES_ENDPOINT = "https://api.projectoxford.ai/spid/v1.0/verificationPhrases?locale="; + + /// + /// The header for the subscription key + /// + private const string _OCP_SUBSCRIPTION_KEY_HEADER = "Ocp-Apim-Subscription-Key"; + + /// + /// Json content type header value + /// + private const string _JSON_HEADER = "application/json"; + + /// + /// The locale parameter + /// + private const string _LOCALE_PARAM = "locale"; + + /// + /// The Http client used to communicate with the service + /// + private HttpClient _DefaultHttpClient = new HttpClient(); + + /// + /// The default resolver. + /// + private static CamelCasePropertyNamesContractResolver s_defaultResolver = new CamelCasePropertyNamesContractResolver(); + + /// + /// Settings for the Json converter to parse DateTime in the ISO 8601 format + /// + private static JsonSerializerSettings s_jsonDateTimeSettings = new JsonSerializerSettings() + { + DateFormatHandling = DateFormatHandling.IsoDateFormat, + NullValueHandling = NullValueHandling.Ignore, + ContractResolver = s_defaultResolver + }; + + /// + /// Creates a new service client using a subscription key + /// + /// The subscription key + public SpeakerVerificationServiceClient(string SubscriptionKey) + { + _DefaultHttpClient.DefaultRequestHeaders.Accept.Add(new MediaTypeWithQualityHeaderValue(_JSON_HEADER)); + _DefaultHttpClient.DefaultRequestHeaders.Add(_OCP_SUBSCRIPTION_KEY_HEADER, SubscriptionKey); + } + + /// + /// Creates a new speaker profile asynchronously + /// + /// The speaker profile locale + /// Thrown in case of internal server error or an invalid locale + /// Thrown in case the connection timed out + /// SpeakerProfile encapsulating the speaker profile response + public async Task CreateProfileAsync(string locale) + { + try + { + var content = new FormUrlEncodedContent(new[] + { + new KeyValuePair(_LOCALE_PARAM, locale) + }); + + var result = await _DefaultHttpClient.PostAsync(_BASE_URI, content).ConfigureAwait(false); + string resultStr = await result.Content.ReadAsStringAsync().ConfigureAwait(false); + if (result.StatusCode == HttpStatusCode.OK) + { + //parse response + return JsonConvert.DeserializeObject(resultStr, s_jsonDateTimeSettings); + } + else + { + ErrorResponse errorResponse = JsonConvert.DeserializeObject(resultStr); + if (errorResponse.Error != null) + throw new CreateProfileException(errorResponse.Error.Message); + else + throw new CreateProfileException(result.StatusCode.ToString()); + } + } + catch (TaskCanceledException exception) + { + throw new TimeoutException("Connection timed out: " + exception.Message); + } + } + + /// + /// Verifies a given speaker using the speaker ID and audio stream + /// + /// The stream of audio to be verified + /// The speaker ID + /// Thrown in case of invalid ID, invalid audio format or internal server error + /// Thrown in case the connection timed out + /// Verification object encapsulating the verification result + public async Task VerifyAsync(Stream audioStream, Guid id) + { + try + { + var content = new MultipartFormDataContent("Upload----" + DateTime.Now.ToString("u")); + content.Add(new StreamContent(audioStream), "verificationData", id.ToString("D") + "_" + DateTime.Now.ToString("u")); + + var requestUrl = _VERIFY_ENDPOINT + "?verificationProfileId=" + id.ToString("D"); + var result = await _DefaultHttpClient.PostAsync(requestUrl, content).ConfigureAwait(false); + string resultStr = await result.Content.ReadAsStringAsync().ConfigureAwait(false); + + if (result.StatusCode == HttpStatusCode.OK) + { + //parse response + Verification response = JsonConvert.DeserializeObject(resultStr); + return response; + } + else + { + ErrorResponse errorResponse = JsonConvert.DeserializeObject(resultStr); + if (errorResponse.Error != null) + throw new VerificationException(errorResponse.Error.Message); + else + throw new VerificationException(result.StatusCode.ToString()); + } + } + catch (TaskCanceledException exception) + { + throw new TimeoutException("Connection timed out: " + exception.Message); + } + } + + /// + /// Enrolls a new stream asynchronously for a given speaker + /// + /// The stream to enroll the speaker profile from + /// The speaker profile speaker ID + /// Thrown in case of internal server error, wrong ID or an invalid audio format + /// Thrown in case the connection timed out + /// An enrollment object encapsulating the enrollment response + public async Task EnrollAsync(Stream audioStream, Guid id) + { + try + { + var content = new MultipartFormDataContent("Upload----" + DateTime.Now.ToString("u")); + content.Add(new StreamContent(audioStream), "enrollmentData", id.ToString("D") + "_" + DateTime.Now.ToString("u")); + + var requestUrl = _BASE_URI + "/" + id.ToString("D") + "/enroll"; + var result = await _DefaultHttpClient.PostAsync(requestUrl, content).ConfigureAwait(false); + string resultStr = await result.Content.ReadAsStringAsync().ConfigureAwait(false); + + if (result.StatusCode == HttpStatusCode.OK) + { + //parse response + Enrollment response = JsonConvert.DeserializeObject(resultStr); + return response; + } + else + { + ErrorResponse errorResponse = JsonConvert.DeserializeObject(resultStr); + if (errorResponse.Error != null) + throw new EnrollmentException(errorResponse.Error.Message); + else + throw new EnrollmentException(result.StatusCode.ToString()); + } + } + catch (TaskCanceledException exception) + { + throw new TimeoutException("Connection timed out: " + exception.Message); + } + } + + /// + /// Gets a list of all available phrases for enrollments + /// + /// The locale of the pharases + /// Thrown in case of invalid locale or internal server error + /// Thrown in case the connection timed out + /// An array containing a list of all verification phrases + public async Task GetPhrasesAsync(string locale) + { + try + { + locale = Uri.EscapeDataString(locale); + var requestUrl = _PHRASES_ENDPOINT + locale; + var result = await _DefaultHttpClient.GetAsync(requestUrl).ConfigureAwait(false); + string resultStr = await result.Content.ReadAsStringAsync().ConfigureAwait(false); + if (result.StatusCode == HttpStatusCode.OK) + { + //parse response + List response = JsonConvert.DeserializeObject>(resultStr); + if(response != null) + { + return response.ToArray(); + } + return null; + } + else + { + ErrorResponse errorResponse = JsonConvert.DeserializeObject(resultStr); + if (errorResponse.Error != null) + throw new PhrasesException(errorResponse.Error.Message); + else + throw new PhrasesException(result.StatusCode.ToString()); + } + } + catch (TaskCanceledException exception) + { + throw new TimeoutException("Connection timed out: " + exception.Message); + } + } + + /// + /// Deletes all enrollments associated with the given speaker verification profile permanently from the service asynchronously + /// + /// The speaker ID + /// Thrown in case of invalid ID, failure to reset the profile or an internal server error + /// Thrown in case the connection timed out + public async Task ResetEnrollmentsAsync(Guid id) + { + try + { + string requestUri = _BASE_URI + "/" + id.ToString("D") + "/reset"; + var result = await _DefaultHttpClient.PostAsync(requestUri, null).ConfigureAwait(false); + + if (result.StatusCode != HttpStatusCode.OK) + { + string resultStr = await result.Content.ReadAsStringAsync().ConfigureAwait(false); + ErrorResponse errorResponse = JsonConvert.DeserializeObject(resultStr); + if (errorResponse.Error != null) + throw new ResetEnrollmentsException(errorResponse.Error.Message); + else + throw new ResetEnrollmentsException(result.StatusCode.ToString()); + } + } + catch (TaskCanceledException exception) + { + throw new TimeoutException("Connection timed out: " + exception.Message); + } + } + + /// + /// Deletes a given speaker profile asynchronously + /// + /// The ID of the speaker profile to be deleted + /// Thrown in case of internal server error, an invalid ID or failure to delete the profile + /// Thrown in case the connection timed out + public async Task DeleteProfileAsync(Guid id) + { + try + { + string requestUri = _BASE_URI + "/" + id.ToString("D"); + var result = await _DefaultHttpClient.DeleteAsync(requestUri).ConfigureAwait(false); + if (result.StatusCode != HttpStatusCode.OK) + { + string resultStr = await result.Content.ReadAsStringAsync().ConfigureAwait(false); + ErrorResponse errorResponse = JsonConvert.DeserializeObject(resultStr); + if (errorResponse.Error != null) + throw new DeleteProfileException(errorResponse.Error.Message); + else + throw new DeleteProfileException(result.StatusCode.ToString()); + } + } + catch (TaskCanceledException exception) + { + throw new TimeoutException("Connection timed out: " + exception.Message); + } + } + + /// + /// Retrieves a given speaker profile as specified by the id param + /// + /// The speaker profile ID + /// Thrown in case of internal server error or an invalid ID + /// Thrown in case the connection timed out + /// The requested speaker profile + public async Task GetProfileAsync(Guid id) + { + try + { + string requestUri = _BASE_URI + "/" + id.ToString("D"); + var result = await _DefaultHttpClient.GetAsync(requestUri).ConfigureAwait(false); + string resultStr = await result.Content.ReadAsStringAsync().ConfigureAwait(false); + + if (result.StatusCode == HttpStatusCode.OK) + { + //parse response + var obj = JsonConvert.DeserializeObject(resultStr, s_jsonDateTimeSettings); + return obj; + } + else + { + ErrorResponse errorResponse = JsonConvert.DeserializeObject(resultStr); + if (errorResponse.Error != null) + throw new GetProfileException(errorResponse.Error.Message); + else + throw new GetProfileException(result.StatusCode.ToString()); + } + } + catch (TaskCanceledException exception) + { + throw new TimeoutException("Connection timed out: " + exception.Message); + } + } + + /// + /// Retrieves all available speaker profiles + /// + /// Thrown in case of internal server error + /// Thrown in case the connection timed out + /// An array containing all speaker profiles + public async Task GetProfilesAsync() + { + try + { + var result = await _DefaultHttpClient.GetAsync(_BASE_URI).ConfigureAwait(false); + string resultStr = await result.Content.ReadAsStringAsync().ConfigureAwait(false); + if (result.StatusCode == HttpStatusCode.OK) + { + //parse response + List response = JsonConvert.DeserializeObject>(resultStr); + if (response != null) + { + return response.ToArray(); + } + return null; + } + else + { + ErrorResponse errorResponse = JsonConvert.DeserializeObject(resultStr); + if (errorResponse.Error != null) + throw new GetProfileException(errorResponse.Error.Message); + else + throw new GetProfileException(result.StatusCode.ToString()); + } + } + catch (TaskCanceledException exception) + { + throw new TimeoutException("Connection timed out: " + exception.Message); + } + } + } +} \ No newline at end of file diff --git a/SpeakerRecognition/Windows/ClientLibrary/build_nuget_package.cmd b/SpeakerRecognition/Windows/ClientLibrary/build_nuget_package.cmd new file mode 100644 index 0000000..0701bc0 --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/build_nuget_package.cmd @@ -0,0 +1,2 @@ +rem NOTE NOTE Copy the signed DLL into obj\release folder before running this command +nuget pack ClientLibrary.csproj -Build -OutputDirectory bin\release -Properties Configuration=Release;Platform=AnyCPU \ No newline at end of file diff --git a/SpeakerRecognition/Windows/ClientLibrary/packages.config b/SpeakerRecognition/Windows/ClientLibrary/packages.config new file mode 100644 index 0000000..0cba8d3 --- /dev/null +++ b/SpeakerRecognition/Windows/ClientLibrary/packages.config @@ -0,0 +1,4 @@ + + + + \ No newline at end of file diff --git a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/App.xaml.cs b/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/App.xaml.cs index b203164..3ae8879 100644 --- a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/App.xaml.cs +++ b/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/App.xaml.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation @@ -31,12 +31,6 @@ // WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. // -using System; -using System.Collections.Generic; -using System.Configuration; -using System.Data; -using System.Linq; -using System.Threading.Tasks; using System.Windows; namespace SPIDIdentificationAPI_WPF_Samples diff --git a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/CreateProfileResponse.cs b/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/CreateProfileResponse.cs deleted file mode 100644 index 4efd863..0000000 --- a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/CreateProfileResponse.cs +++ /dev/null @@ -1,46 +0,0 @@ -// -// Copyright (c) Microsoft. All rights reserved. -// Licensed under the MIT license. -// -// Project Oxford: http://ProjectOxford.ai -// -// Project Oxford SDK GitHub: -// https://github.com/Microsoft/ProjectOxford-ClientSDK -// -// Copyright (c) Microsoft Corporation -// All rights reserved. -// -// MIT License: -// Permission is hereby granted, free of charge, to any person obtaining -// a copy of this software and associated documentation files (the -// "Software"), to deal in the Software without restriction, including -// without limitation the rights to use, copy, modify, merge, publish, -// distribute, sublicense, and/or sell copies of the Software, and to -// permit persons to whom the Software is furnished to do so, subject to -// the following conditions: -// -// The above copyright notice and this permission notice shall be -// included in all copies or substantial portions of the Software. -// -// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, -// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF -// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND -// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE -// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION -// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION -// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -// - -namespace Microsoft.ProjectOxford.Speech.SpeakerIdentification -{ - /// - /// Encapsulates the profile creation response - /// - public class CreateProfileResponse - { - /// - /// Speaker profile ID - /// - public string IdentificationProfileId { get; set; } - } -} diff --git a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/EnrollmentException.cs b/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/EnrollmentException.cs deleted file mode 100644 index ebb7211..0000000 --- a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/EnrollmentException.cs +++ /dev/null @@ -1,52 +0,0 @@ -// -// Copyright (c) Microsoft. All rights reserved. -// Licensed under the MIT license. -// -// Project Oxford: http://ProjectOxford.ai -// -// Project Oxford SDK GitHub: -// https://github.com/Microsoft/ProjectOxford-ClientSDK -// -// Copyright (c) Microsoft Corporation -// All rights reserved. -// -// MIT License: -// Permission is hereby granted, free of charge, to any person obtaining -// a copy of this software and associated documentation files (the -// "Software"), to deal in the Software without restriction, including -// without limitation the rights to use, copy, modify, merge, publish, -// distribute, sublicense, and/or sell copies of the Software, and to -// permit persons to whom the Software is furnished to do so, subject to -// the following conditions: -// -// The above copyright notice and this permission notice shall be -// included in all copies or substantial portions of the Software. -// -// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, -// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF -// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND -// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE -// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION -// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION -// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -// - -using System; - -namespace Microsoft.ProjectOxford.Speech.SpeakerIdentification -{ - /// - /// A class encapsulating an exception raised during speaker enrollment - /// - public class EnrollmentException : Exception - { - /// - /// Constructor to create an exception with a specified message - /// - /// Exception message - public EnrollmentException(string message) - : base(message) - { - } - } -} diff --git a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/EnrollmentOperationResponse.cs b/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/EnrollmentOperationResponse.cs deleted file mode 100644 index 9477c1c..0000000 --- a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/EnrollmentOperationResponse.cs +++ /dev/null @@ -1,71 +0,0 @@ -// -// Copyright (c) Microsoft. All rights reserved. -// Licensed under the MIT license. -// -// Project Oxford: http://ProjectOxford.ai -// -// Project Oxford SDK GitHub: -// https://github.com/Microsoft/ProjectOxford-ClientSDK -// -// Copyright (c) Microsoft Corporation -// All rights reserved. -// -// MIT License: -// Permission is hereby granted, free of charge, to any person obtaining -// a copy of this software and associated documentation files (the -// "Software"), to deal in the Software without restriction, including -// without limitation the rights to use, copy, modify, merge, publish, -// distribute, sublicense, and/or sell copies of the Software, and to -// permit persons to whom the Software is furnished to do so, subject to -// the following conditions: -// -// The above copyright notice and this permission notice shall be -// included in all copies or substantial portions of the Software. -// -// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, -// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF -// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND -// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE -// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION -// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION -// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -// - -using System; -using Newtonsoft.Json; -using Newtonsoft.Json.Converters; - -namespace Microsoft.ProjectOxford.Speech.SpeakerIdentification -{ - /// - /// Encapsulates the enrollment operation response - /// - internal class EnrollmentOperationResponse - { - /// - /// The enrollment operation status - /// - [JsonConverter(typeof(StringEnumConverter))] - public OperationStatus Status { get; set; } - - /// - /// The created date time for the enrollment request - /// - public DateTime CreatedDateTime { get; set; } - - /// - /// The last action date time for the enrollment request - /// - public DateTime LastActionDateTime { get; set; } - - /// - /// The message in case of failure - /// - public string Message { get; set; } - - /// - /// The enrollment result - /// - public EnrollmentResponse ProcessingResult { get; set; } - } -} diff --git a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/EnrollmentResponse.cs b/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/EnrollmentResponse.cs deleted file mode 100644 index a9abedf..0000000 --- a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/EnrollmentResponse.cs +++ /dev/null @@ -1,65 +0,0 @@ -// -// Copyright (c) Microsoft. All rights reserved. -// Licensed under the MIT license. -// -// Project Oxford: http://ProjectOxford.ai -// -// Project Oxford SDK GitHub: -// https://github.com/Microsoft/ProjectOxford-ClientSDK -// -// Copyright (c) Microsoft Corporation -// All rights reserved. -// -// MIT License: -// Permission is hereby granted, free of charge, to any person obtaining -// a copy of this software and associated documentation files (the -// "Software"), to deal in the Software without restriction, including -// without limitation the rights to use, copy, modify, merge, publish, -// distribute, sublicense, and/or sell copies of the Software, and to -// permit persons to whom the Software is furnished to do so, subject to -// the following conditions: -// -// The above copyright notice and this permission notice shall be -// included in all copies or substantial portions of the Software. -// -// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, -// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF -// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND -// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE -// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION -// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION -// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -// - -using Newtonsoft.Json; -using Newtonsoft.Json.Converters; - -namespace Microsoft.ProjectOxford.Speech.SpeakerIdentification -{ - /// - /// Encapsulates the enrollment response for a profile - /// - public class EnrollmentResponse - { - /// - /// The enrollment status of the profile - /// - [JsonConverter(typeof(StringEnumConverter))] - public EnrollmentStatus EnrollmentStatus { get; set; } - - /// - /// The remaining enrollment speech time - /// - public double RemainingEnrollmentSpeechTime { get; set; } - - /// - /// The total speech time in the submitted enrollment - /// - public double SpeechTime { get; set; } - - /// - /// The total enrollment speech time submitted for this profile (includes previous enrollment files sent) - /// - public double EnrollmentSpeechTime { get; set; } - } -} diff --git a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/EnrollmentStatus.cs b/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/EnrollmentStatus.cs deleted file mode 100644 index c0061ed..0000000 --- a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/EnrollmentStatus.cs +++ /dev/null @@ -1,56 +0,0 @@ -// -// Copyright (c) Microsoft. All rights reserved. -// Licensed under the MIT license. -// -// Project Oxford: http://ProjectOxford.ai -// -// Project Oxford SDK GitHub: -// https://github.com/Microsoft/ProjectOxford-ClientSDK -// -// Copyright (c) Microsoft Corporation -// All rights reserved. -// -// MIT License: -// Permission is hereby granted, free of charge, to any person obtaining -// a copy of this software and associated documentation files (the -// "Software"), to deal in the Software without restriction, including -// without limitation the rights to use, copy, modify, merge, publish, -// distribute, sublicense, and/or sell copies of the Software, and to -// permit persons to whom the Software is furnished to do so, subject to -// the following conditions: -// -// The above copyright notice and this permission notice shall be -// included in all copies or substantial portions of the Software. -// -// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, -// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF -// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND -// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE -// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION -// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION -// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -// - -namespace Microsoft.ProjectOxford.Speech.SpeakerIdentification -{ - /// - /// An enum to encapsulate the enrollment status - /// - public enum EnrollmentStatus - { - /// - /// Profile is currently enrolling and is not ready for identification. - /// - Enrolling, - - /// - /// Profile is currently training and is not ready for identification. - /// - Training, - - /// - /// Profile is currently enrolled and is ready for identification. - /// - Enrolled - } -} diff --git a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/GetProfileException.cs b/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/GetProfileException.cs deleted file mode 100644 index 166c9d5..0000000 --- a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/GetProfileException.cs +++ /dev/null @@ -1,53 +0,0 @@ -// -// Copyright (c) Microsoft. All rights reserved. -// Licensed under the MIT license. -// -// Project Oxford: http://ProjectOxford.ai -// -// Project Oxford SDK GitHub: -// https://github.com/Microsoft/ProjectOxford-ClientSDK -// -// Copyright (c) Microsoft Corporation -// All rights reserved. -// -// MIT License: -// Permission is hereby granted, free of charge, to any person obtaining -// a copy of this software and associated documentation files (the -// "Software"), to deal in the Software without restriction, including -// without limitation the rights to use, copy, modify, merge, publish, -// distribute, sublicense, and/or sell copies of the Software, and to -// permit persons to whom the Software is furnished to do so, subject to -// the following conditions: -// -// The above copyright notice and this permission notice shall be -// included in all copies or substantial portions of the Software. -// -// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, -// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF -// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND -// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE -// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION -// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION -// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -// - -using System; - -namespace Microsoft.ProjectOxford.Speech.SpeakerIdentification -{ - /// - /// A class encapsulating an exception raised while getting a profile - /// from the server - /// - public class GetProfileException : Exception - { - /// - /// Constructor to create an exception with a specified message - /// - /// Exception message - public GetProfileException(string message) - : base(message) - { - } - } -} diff --git a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/IdentificationConfidence.cs b/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/IdentificationConfidence.cs deleted file mode 100644 index 5200e31..0000000 --- a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/IdentificationConfidence.cs +++ /dev/null @@ -1,61 +0,0 @@ -// -// Copyright (c) Microsoft. All rights reserved. -// Licensed under the MIT license. -// -// Project Oxford: http://ProjectOxford.ai -// -// Project Oxford SDK GitHub: -// https://github.com/Microsoft/ProjectOxford-ClientSDK -// -// Copyright (c) Microsoft Corporation -// All rights reserved. -// -// MIT License: -// Permission is hereby granted, free of charge, to any person obtaining -// a copy of this software and associated documentation files (the -// "Software"), to deal in the Software without restriction, including -// without limitation the rights to use, copy, modify, merge, publish, -// distribute, sublicense, and/or sell copies of the Software, and to -// permit persons to whom the Software is furnished to do so, subject to -// the following conditions: -// -// The above copyright notice and this permission notice shall be -// included in all copies or substantial portions of the Software. -// -// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, -// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF -// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND -// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE -// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION -// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION -// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -// - -namespace Microsoft.ProjectOxford.Speech.SpeakerIdentification -{ - /// - /// An enum to encapsulate the identification confidence - /// - public enum IdentificationConfidence - { - /// - /// Can't identify the audio among provided profiles. - /// - None, - - /// - /// The confidence of the identification is low. - /// - Low, - - /// - /// The confidence of the identification is normal. - /// - Normal, - - /// - /// The confidence of the identification is high. - /// - High - } -} diff --git a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/IdentificationOperationResponse.cs b/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/IdentificationOperationResponse.cs deleted file mode 100644 index 11b37b7..0000000 --- a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/IdentificationOperationResponse.cs +++ /dev/null @@ -1,71 +0,0 @@ -// -// Copyright (c) Microsoft. All rights reserved. -// Licensed under the MIT license. -// -// Project Oxford: http://ProjectOxford.ai -// -// Project Oxford SDK GitHub: -// https://github.com/Microsoft/ProjectOxford-ClientSDK -// -// Copyright (c) Microsoft Corporation -// All rights reserved. -// -// MIT License: -// Permission is hereby granted, free of charge, to any person obtaining -// a copy of this software and associated documentation files (the -// "Software"), to deal in the Software without restriction, including -// without limitation the rights to use, copy, modify, merge, publish, -// distribute, sublicense, and/or sell copies of the Software, and to -// permit persons to whom the Software is furnished to do so, subject to -// the following conditions: -// -// The above copyright notice and this permission notice shall be -// included in all copies or substantial portions of the Software. -// -// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, -// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF -// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND -// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE -// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION -// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION -// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -// - -using System; -using Newtonsoft.Json; -using Newtonsoft.Json.Converters; - -namespace Microsoft.ProjectOxford.Speech.SpeakerIdentification -{ - /// - /// Encapsulates the response for the indentification operation - /// - internal class IdentificationOperationResponse - { - /// - /// The identification operation status - /// - [JsonConverter(typeof(StringEnumConverter))] - public OperationStatus Status { get; set; } - - /// - /// The created date time for the identification request - /// - public DateTime CreatedDateTime { get; set; } - - /// - /// The last action date time for the identification request - /// - public DateTime LastActionDateTime { get; set; } - - /// - /// The message in case of failure - /// - public string Message { get; set; } - - /// - /// The identification result - /// - public IdentificationResponse ProcessingResult { get; set; } - } -} diff --git a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/IdentificationProfile.cs b/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/IdentificationProfile.cs deleted file mode 100644 index af7baee..0000000 --- a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/IdentificationProfile.cs +++ /dev/null @@ -1,81 +0,0 @@ -// -// Copyright (c) Microsoft. All rights reserved. -// Licensed under the MIT license. -// -// Project Oxford: http://ProjectOxford.ai -// -// Project Oxford SDK GitHub: -// https://github.com/Microsoft/ProjectOxford-ClientSDK -// -// Copyright (c) Microsoft Corporation -// All rights reserved. -// -// MIT License: -// Permission is hereby granted, free of charge, to any person obtaining -// a copy of this software and associated documentation files (the -// "Software"), to deal in the Software without restriction, including -// without limitation the rights to use, copy, modify, merge, publish, -// distribute, sublicense, and/or sell copies of the Software, and to -// permit persons to whom the Software is furnished to do so, subject to -// the following conditions: -// -// The above copyright notice and this permission notice shall be -// included in all copies or substantial portions of the Software. -// -// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, -// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF -// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND -// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE -// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION -// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION -// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -// - -using System; -using Newtonsoft.Json; -using Newtonsoft.Json.Converters; - -namespace Microsoft.ProjectOxford.Speech.SpeakerIdentification -{ - /// - /// This class represents the response returning from the service - /// - public class IdentificationProfile - { - /// - /// Speaker profile ID - /// - public string IdentificationProfileId { get; set; } - - /// - /// User profile locale - /// - public string Locale { get; set; } - - /// - /// The total length of audio submitted for enrollment - /// - public double EnrollmentSpeechTime { get; set; } - - /// - /// The remaining audio length for the user to be enrolled - /// - public double RemainingEnrollmentSpeechTime { get; set; } - - /// - /// User profile creation date and time - /// - public DateTime CreatedDateTime { get; set; } - - /// - /// The date and time of the last action performed on this user profile - /// - public DateTime LastActionDateTime { get; set; } - - /// - /// The enrollment status of the profile - /// - [JsonConverter(typeof(StringEnumConverter))] - public EnrollmentStatus EnrollmentStatus { get; set; } - } -} diff --git a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/IdentificationResponse.cs b/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/IdentificationResponse.cs deleted file mode 100644 index a56814c..0000000 --- a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/IdentificationResponse.cs +++ /dev/null @@ -1,55 +0,0 @@ -// -// Copyright (c) Microsoft. All rights reserved. -// Licensed under the MIT license. -// -// Project Oxford: http://ProjectOxford.ai -// -// Project Oxford SDK GitHub: -// https://github.com/Microsoft/ProjectOxford-ClientSDK -// -// Copyright (c) Microsoft Corporation -// All rights reserved. -// -// MIT License: -// Permission is hereby granted, free of charge, to any person obtaining -// a copy of this software and associated documentation files (the -// "Software"), to deal in the Software without restriction, including -// without limitation the rights to use, copy, modify, merge, publish, -// distribute, sublicense, and/or sell copies of the Software, and to -// permit persons to whom the Software is furnished to do so, subject to -// the following conditions: -// -// The above copyright notice and this permission notice shall be -// included in all copies or substantial portions of the Software. -// -// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, -// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF -// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND -// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE -// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION -// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION -// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -// - -using Newtonsoft.Json; -using Newtonsoft.Json.Converters; - -namespace Microsoft.ProjectOxford.Speech.SpeakerIdentification -{ - /// - /// This encapsulates the response of the identification service - /// - public class IdentificationResponse - { - /// - /// The identified profile ID - /// - public string IdentifiedProfileId { get; set; } - - /// - /// The confidence of the identification - /// - [JsonConverter(typeof(StringEnumConverter))] - public IdentificationConfidence Confidence { get; set; } - } -} diff --git a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/OperationStatus.cs b/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/OperationStatus.cs deleted file mode 100644 index 096d822..0000000 --- a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/OperationStatus.cs +++ /dev/null @@ -1,61 +0,0 @@ -// -// Copyright (c) Microsoft. All rights reserved. -// Licensed under the MIT license. -// -// Project Oxford: http://ProjectOxford.ai -// -// Project Oxford SDK GitHub: -// https://github.com/Microsoft/ProjectOxford-ClientSDK -// -// Copyright (c) Microsoft Corporation -// All rights reserved. -// -// MIT License: -// Permission is hereby granted, free of charge, to any person obtaining -// a copy of this software and associated documentation files (the -// "Software"), to deal in the Software without restriction, including -// without limitation the rights to use, copy, modify, merge, publish, -// distribute, sublicense, and/or sell copies of the Software, and to -// permit persons to whom the Software is furnished to do so, subject to -// the following conditions: -// -// The above copyright notice and this permission notice shall be -// included in all copies or substantial portions of the Software. -// -// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, -// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF -// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND -// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE -// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION -// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION -// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -// - -namespace Microsoft.ProjectOxford.Speech.SpeakerIdentification -{ - /// - /// An enum to encapsulate the enrollment/identification operation status - /// - internal enum OperationStatus - { - /// - /// The operation is not started. - /// - NotStarted, - - /// - /// The operation is running. - /// - Running, - - /// - /// The operation is finished and failed. - /// - Failed, - - /// - /// The operation is finished and succeeded. - /// - Succeeded - } -} diff --git a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/ProfileCreationException.cs b/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/ProfileCreationException.cs deleted file mode 100644 index c88cad4..0000000 --- a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/ProfileCreationException.cs +++ /dev/null @@ -1,52 +0,0 @@ -// -// Copyright (c) Microsoft. All rights reserved. -// Licensed under the MIT license. -// -// Project Oxford: http://ProjectOxford.ai -// -// Project Oxford SDK GitHub: -// https://github.com/Microsoft/ProjectOxford-ClientSDK -// -// Copyright (c) Microsoft Corporation -// All rights reserved. -// -// MIT License: -// Permission is hereby granted, free of charge, to any person obtaining -// a copy of this software and associated documentation files (the -// "Software"), to deal in the Software without restriction, including -// without limitation the rights to use, copy, modify, merge, publish, -// distribute, sublicense, and/or sell copies of the Software, and to -// permit persons to whom the Software is furnished to do so, subject to -// the following conditions: -// -// The above copyright notice and this permission notice shall be -// included in all copies or substantial portions of the Software. -// -// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, -// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF -// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND -// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE -// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION -// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION -// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -// - -using System; - -namespace Microsoft.ProjectOxford.Speech.SpeakerIdentification -{ - /// - /// A class encapsulating an exception raised during profile creation - /// - public class ProfileCreationException : Exception - { - /// - /// Constructor to create an exception with a specified message - /// - /// Exception message - public ProfileCreationException(string message) - : base(message) - { - } - } -} diff --git a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/SpeechIdServiceClient.cs b/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/SpeechIdServiceClient.cs deleted file mode 100644 index 583094a..0000000 --- a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/ClientLibrary/SpeechIdServiceClient.cs +++ /dev/null @@ -1,336 +0,0 @@ -// -// Copyright (c) Microsoft. All rights reserved. -// Licensed under the MIT license. -// -// Project Oxford: http://ProjectOxford.ai -// -// Project Oxford SDK GitHub: -// https://github.com/Microsoft/ProjectOxford-ClientSDK -// -// Copyright (c) Microsoft Corporation -// All rights reserved. -// -// MIT License: -// Permission is hereby granted, free of charge, to any person obtaining -// a copy of this software and associated documentation files (the -// "Software"), to deal in the Software without restriction, including -// without limitation the rights to use, copy, modify, merge, publish, -// distribute, sublicense, and/or sell copies of the Software, and to -// permit persons to whom the Software is furnished to do so, subject to -// the following conditions: -// -// The above copyright notice and this permission notice shall be -// included in all copies or substantial portions of the Software. -// -// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, -// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF -// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND -// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE -// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION -// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION -// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -// - -using System; -using System.Collections.Generic; -using System.Linq; -using System.Threading.Tasks; -using System.Net.Http; -using System.Net.Http.Headers; -using Newtonsoft.Json; -using Newtonsoft.Json.Serialization; -using System.IO; -using System.Net; - -namespace Microsoft.ProjectOxford.Speech.SpeakerIdentification -{ - /// - /// This class abstracts all the identification service calls - /// - public class SpeechIdServiceClient - { - /// - /// The Http client used to communicate with the service - /// - private HttpClient _httpClient = new HttpClient(); - - /// - /// Address of the identification profiles API - /// - private const string _IDENTIFICATION_PROFILE_URI = "https://api.projectoxford.ai/spid/v1.0/identificationProfiles"; - - /// - /// Address of the identification API - /// - private const string _IDENTIFICATION_URI = "https://api.projectoxford.ai/spid/v1.0/identify"; - - /// - /// The header for the subscription key - /// - private const string _SUBSCRIPTION_KEY_HEADER = "Ocp-Apim-Subscription-Key"; - - /// - /// Json content type header value - /// - private const string _JSON_CONTENT_HEADER_VALUE = "application/json"; - - /// - /// The operation location header field - /// - private const string _OPERATION_LOCATION_HEADER = "Operation-Location"; - - /// - /// The default resolver. - /// - private static CamelCasePropertyNamesContractResolver s_defaultResolver = new CamelCasePropertyNamesContractResolver(); - - /// - /// Settings for the Json converter to parse DateTime in the ISO 8601 format - /// - private static JsonSerializerSettings s_jsonDateTimeSettings = new JsonSerializerSettings() - { - DateFormatHandling = DateFormatHandling.IsoDateFormat, - NullValueHandling = NullValueHandling.Ignore, - ContractResolver = s_defaultResolver - }; - - /// - /// Initializes an instance of the service client - /// - /// The subscription key to use - public SpeechIdServiceClient(string subscriptionKey) - { - _httpClient.DefaultRequestHeaders.Accept.Add(new MediaTypeWithQualityHeaderValue(_JSON_CONTENT_HEADER_VALUE)); - _httpClient.DefaultRequestHeaders.Add(_SUBSCRIPTION_KEY_HEADER, subscriptionKey); - } - - /// - /// Create a new profile asynchronously - /// - /// The user data associated with the profile - /// The profile locale - /// The response of the profile create request - public async Task CreateProfileAsync(string locale) - { - - // Construct the request body - var content = new FormUrlEncodedContent(new[] - { - new KeyValuePair("locale", locale), - }); - - // Send the request - HttpResponseMessage response = await _httpClient.PostAsync(_IDENTIFICATION_PROFILE_URI, content); - - if (response.StatusCode == HttpStatusCode.OK) - { - //parse response - string resultStr = await response.Content.ReadAsStringAsync(); - return JsonConvert.DeserializeObject(resultStr); - } - else - { - throw new ProfileCreationException(response.ReasonPhrase); - } - } - - /// - /// Enrolls a profile with an audio stream - /// - /// The audio stream to use for enrollment - /// The profile ID to enroll - /// The delay to retry polling the Enrollment operation status - /// The maximum number of retries before throwing an exception - /// The enrollment response - public async Task EnrollAsync(Stream audioStream, string profileId, TimeSpan retryDelay, int numberOfRetries) - { - // Construct the request body - var content = new MultipartFormDataContent("Upload----" + DateTime.Now.ToString("u")); - content.Add(new StreamContent(audioStream), "enrollmentData", profileId + "_" + DateTime.Now.ToString("u")); - - // Send the request - profileId = Uri.EscapeDataString(profileId); - string requestUri = _IDENTIFICATION_PROFILE_URI + "/" + profileId + "/enroll"; - HttpResponseMessage response = await _httpClient.PostAsync(requestUri, content); - - if (response.StatusCode == HttpStatusCode.OK) - { - // parse response - string resultStr = await response.Content.ReadAsStringAsync(); - return JsonConvert.DeserializeObject(resultStr); - } - else if (response.StatusCode == HttpStatusCode.Accepted) - { - IEnumerable operationLocation = response.Headers.GetValues(_OPERATION_LOCATION_HEADER); - if (operationLocation.Count() == 1) - { - string operationUrl = operationLocation.First(); - - // Send the request - EnrollmentOperationResponse operationResponse; - while (numberOfRetries-- > 0) - { - await Task.Delay(retryDelay); - - response = await _httpClient.GetAsync(operationUrl); - if (response.StatusCode == HttpStatusCode.OK) - { - // parse response - string resultStr = await response.Content.ReadAsStringAsync(); - operationResponse = JsonConvert.DeserializeObject(resultStr, s_jsonDateTimeSettings); - } - else - { - throw new EnrollmentException(response.ReasonPhrase); - } - - if (operationResponse.Status == OperationStatus.Succeeded) - { - return operationResponse.ProcessingResult; - } - else if (operationResponse.Status == OperationStatus.Failed) - { - throw new EnrollmentException(operationResponse.Message); - } - } - - throw new IdentificationException("Polling on operation status timed out"); - } - else - { - throw new EnrollmentException("Incorrect server response"); - } - } - else - { - throw new EnrollmentException(response.ReasonPhrase); - } - } - - /// - /// Gets a user profile from the service asynchronously - /// - /// The Id of the profile to get - /// The desired profile - public async Task GetProfileAsync(string profileId) - { - // Construct the request URI - profileId = Uri.EscapeDataString(profileId); - string requestUri = _IDENTIFICATION_PROFILE_URI + "/" + profileId; - - // Send the request - HttpResponseMessage response = await _httpClient.GetAsync(requestUri); - - if (response.StatusCode == HttpStatusCode.OK) - { - //parse response - string resultStr = await response.Content.ReadAsStringAsync(); - return JsonConvert.DeserializeObject(resultStr, s_jsonDateTimeSettings); - } - else - { - throw new GetProfileException(response.ReasonPhrase); - } - } - - /// - /// Identify an audio stream - /// - /// The audio stream to identify - /// The list of possible profile IDs to identify from - /// The delay to retry polling the Identificaiton operation status - /// The maximum number of retries before throwing an exception - /// The identification response - public async Task IdentiftyAsync(Stream audioStream, string[] testProfileIds, TimeSpan retryDelay, int numberOfRetries) - { - // Construct the request body - var content = new MultipartFormDataContent("Upload----" + DateTime.Now.ToString("u")); - content.Add(new StreamContent(audioStream), "identificationData", "testFile_" + DateTime.Now.ToString("u")); - - // Construct the request URI - string testProfileIdsString = testProfileIds[0]; - for (int i = 1; i < testProfileIds.Length; i++) - testProfileIdsString += "," + testProfileIds[i]; - string requestUri = _IDENTIFICATION_URI + "?identificationProfileIds=" + Uri.EscapeDataString(testProfileIdsString); - - // Send the request - HttpResponseMessage response = await _httpClient.PostAsync(requestUri, content); - - if (response.StatusCode == HttpStatusCode.OK) - { - //parse response - string resultStr = await response.Content.ReadAsStringAsync(); - return JsonConvert.DeserializeObject(resultStr); - } - else if (response.StatusCode == HttpStatusCode.Accepted) - { - IEnumerable operationLocation = response.Headers.GetValues(_OPERATION_LOCATION_HEADER); - if (operationLocation.Count() == 1) - { - string operationUrl = operationLocation.First(); - - // Send the request - IdentificationOperationResponse operationResponse; - while (numberOfRetries-- > 0) - { - await Task.Delay(retryDelay); - response = await _httpClient.GetAsync(operationUrl); - if (response.StatusCode == HttpStatusCode.OK) - { - // parse response - string resultStr = await response.Content.ReadAsStringAsync(); - operationResponse = JsonConvert.DeserializeObject(resultStr, s_jsonDateTimeSettings); - } - else - { - throw new IdentificationException(response.ReasonPhrase); - } - - if (operationResponse.Status == OperationStatus.Succeeded) - { - return operationResponse.ProcessingResult; - } - else if (operationResponse.Status == OperationStatus.Failed) - { - throw new IdentificationException(operationResponse.Message); - } - } - - throw new IdentificationException("Polling on operation status timed out"); - } - else - { - throw new IdentificationException("Incorrect server response"); - } - } - else - { - throw new IdentificationException(response.ReasonPhrase); - } - } - - /// - /// Gets all user profiles from the service asynchronously - /// - /// A list of all profiles - public async Task> GetAllProfilesAsync() - { - // Construct the request URI - string requestUri = _IDENTIFICATION_PROFILE_URI; - - // Send the request - HttpResponseMessage response = await _httpClient.GetAsync(requestUri); - - if (response.StatusCode == HttpStatusCode.OK) - { - //parse response - string resultStr = await response.Content.ReadAsStringAsync(); - return JsonConvert.DeserializeObject>(resultStr, s_jsonDateTimeSettings); - } - else - { - throw new GetProfileException(response.ReasonPhrase); - } - } - } -} diff --git a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/EnrollSpeakersPage.xaml.cs b/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/EnrollSpeakersPage.xaml.cs index 252b08e..39d9ad1 100644 --- a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/EnrollSpeakersPage.xaml.cs +++ b/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/EnrollSpeakersPage.xaml.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation @@ -31,12 +31,15 @@ // WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. // +using Microsoft.ProjectOxford.SpeakerRecognition; +using Microsoft.ProjectOxford.SpeakerRecognition.Contract; +using Microsoft.ProjectOxford.SpeakerRecognition.Contract.Identification; +using Microsoft.Win32; using System; +using System.IO; +using System.Threading.Tasks; using System.Windows; using System.Windows.Controls; -using System.IO; -using Microsoft.Win32; -using Microsoft.ProjectOxford.Speech.SpeakerIdentification; namespace SPIDIdentificationAPI_WPF_Samples { @@ -47,7 +50,7 @@ public partial class EnrollSpeakersPage : Page { private string _selectedFile = ""; - private SpeechIdServiceClient _serviceClient; + private SpeakerIdentificationServiceClient _serviceClient; /// /// Constructor to initialize the Enroll Speakers page @@ -59,7 +62,7 @@ public EnrollSpeakersPage() _speakersListFrame.Navigate(SpeakersListPage.SpeakersList); MainWindow window = (MainWindow)Application.Current.MainWindow; - _serviceClient = new SpeechIdServiceClient(window.ScenarioControl.SubscriptionKey); + _serviceClient = new SpeakerIdentificationServiceClient(window.ScenarioControl.SubscriptionKey); } private async void _addBtn_Click(object sender, RoutedEventArgs e) @@ -70,18 +73,18 @@ private async void _addBtn_Click(object sender, RoutedEventArgs e) window.Log("Creating Speaker Profile..."); CreateProfileResponse creationResponse = await _serviceClient.CreateProfileAsync(_localeCmb.Text); window.Log("Speaker Profile Created."); - window.Log("Retreiving The Created Profile..."); - IdentificationProfile profile = await _serviceClient.GetProfileAsync(creationResponse.IdentificationProfileId); - window.Log("Speaker Profile Retreived."); + window.Log("Retrieving The Created Profile..."); + Profile profile = await _serviceClient.GetProfileAsync(creationResponse.ProfileId); + window.Log("Speaker Profile Retrieved."); SpeakersListPage.SpeakersList.AddSpeaker(profile); } - catch (ProfileCreationException ex) + catch (CreateProfileException ex) { window.Log("Profile Creation Error: " + ex.Message); } catch (GetProfileException ex) { - window.Log("Error Retreiving The Profile: " + ex.Message); + window.Log("Error Retrieving The Profile: " + ex.Message); } catch (Exception ex) { @@ -115,11 +118,36 @@ private async void _enrollBtn_Click(object sender, RoutedEventArgs e) throw new Exception("No File Selected."); window.Log("Enrolling Speaker..."); - IdentificationProfile[] selectedProfiles = SpeakersListPage.SpeakersList.GetSelectedProfiles(); + Profile[] selectedProfiles = SpeakersListPage.SpeakersList.GetSelectedProfiles(); + + OperationLocation processPollingLocation; using (Stream audioStream = File.OpenRead(_selectedFile)) { _selectedFile = ""; - await _serviceClient.EnrollAsync(audioStream, selectedProfiles[0].IdentificationProfileId, TimeSpan.FromSeconds(5), 10); + processPollingLocation = await _serviceClient.EnrollAsync(audioStream, selectedProfiles[0].ProfileId); + } + + EnrollmentOperation enrollmentResult; + int numOfRetries = 10; + TimeSpan timeBetweenRetries = TimeSpan.FromSeconds(5.0); + while(numOfRetries > 0) + { + await Task.Delay(timeBetweenRetries); + enrollmentResult = await _serviceClient.CheckEnrollmentStatusAsync(processPollingLocation); + + if (enrollmentResult.Status == Status.Succeeded) + { + break; + } + else if (enrollmentResult.Status == Status.Failed) + { + throw new EnrollmentException(enrollmentResult.Message); + } + numOfRetries--; + } + if(numOfRetries <= 0) + { + throw new EnrollmentException("Enrollment operation timeout."); } window.Log("Enrollment Done."); await SpeakersListPage.SpeakersList.UpdateAllSpeakersAsync(); @@ -140,3 +168,4 @@ private void Page_Loaded(object sender, RoutedEventArgs e) } } } + diff --git a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/IdentifyFilePage.xaml.cs b/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/IdentifyFilePage.xaml.cs index 2b340c4..8e3a7bf 100644 --- a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/IdentifyFilePage.xaml.cs +++ b/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/IdentifyFilePage.xaml.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation @@ -31,12 +31,14 @@ // WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. // +using Microsoft.ProjectOxford.SpeakerRecognition; +using Microsoft.ProjectOxford.SpeakerRecognition.Contract.Identification; +using Microsoft.Win32; using System; +using System.IO; +using System.Threading.Tasks; using System.Windows; using System.Windows.Controls; -using System.IO; -using Microsoft.Win32; -using Microsoft.ProjectOxford.Speech.SpeakerIdentification; namespace SPIDIdentificationAPI_WPF_Samples { @@ -47,7 +49,7 @@ public partial class IdentifyFilePage : Page { private string _selectedFile = ""; - private SpeechIdServiceClient _serviceClient; + private SpeakerIdentificationServiceClient _serviceClient; /// /// Constructor to initialize the Identify File page @@ -59,7 +61,7 @@ public IdentifyFilePage() _speakersListFrame.Navigate(SpeakersListPage.SpeakersList); MainWindow window = (MainWindow)Application.Current.MainWindow; - _serviceClient = new SpeechIdServiceClient(window.ScenarioControl.SubscriptionKey); + _serviceClient = new SpeakerIdentificationServiceClient(window.ScenarioControl.SubscriptionKey); } private void _loadFileBtn_Click(object sender, RoutedEventArgs e) @@ -88,37 +90,47 @@ private async void _identifyBtn_Click(object sender, RoutedEventArgs e) throw new Exception("No File Selected."); window.Log("Identifying File..."); - IdentificationProfile[] selectedProfiles = SpeakersListPage.SpeakersList.GetSelectedProfiles(); - string[] testProfileIds = new string[selectedProfiles.Length]; + Profile[] selectedProfiles = SpeakersListPage.SpeakersList.GetSelectedProfiles(); + Guid[] testProfileIds = new Guid[selectedProfiles.Length]; for (int i = 0; i < testProfileIds.Length; i++) { - testProfileIds[i] = selectedProfiles[i].IdentificationProfileId; + testProfileIds[i] = selectedProfiles[i].ProfileId; } - IdentificationResponse response; + OperationLocation processPollingLocation; using (Stream audioStream = File.OpenRead(_selectedFile)) { _selectedFile = ""; - response = await _serviceClient.IdentiftyAsync(audioStream, testProfileIds, TimeSpan.FromSeconds(5), 10); + processPollingLocation = await _serviceClient.IdentifyAsync(audioStream, testProfileIds); } - window.Log("Identification Done."); - _identificationResultTxtBlk.Text = response.IdentifiedProfileId; - switch (response.Confidence) + IdentificationOperation identificationResponse = null; + int numOfRetries = 10; + TimeSpan timeBetweenRetries = TimeSpan.FromSeconds(5.0); + while (numOfRetries > 0) { - case IdentificationConfidence.High: - _identificationConfidenceTxtBlk.Text = "High"; - break; - case IdentificationConfidence.Low: - _identificationConfidenceTxtBlk.Text = "Low"; - break; - case IdentificationConfidence.None: - _identificationConfidenceTxtBlk.Text = "Can't Identify Audio"; - break; - case IdentificationConfidence.Normal: - _identificationConfidenceTxtBlk.Text = "Normal"; + await Task.Delay(timeBetweenRetries); + identificationResponse = await _serviceClient.CheckIdentificationStatusAsync(processPollingLocation); + + if (identificationResponse.Status == Status.Succeeded) + { break; + } + else if (identificationResponse.Status == Status.Failed) + { + throw new IdentificationException(identificationResponse.Message); + } + numOfRetries--; + } + if (numOfRetries <= 0) + { + throw new IdentificationException("Identification operation timeout."); } + + window.Log("Identification Done."); + + _identificationResultTxtBlk.Text = identificationResponse.ProcessingResult.IdentifiedProfileId.ToString(); + _identificationConfidenceTxtBlk.Text = identificationResponse.ProcessingResult.Confidence.ToString(); _identificationResultStckPnl.Visibility = Visibility.Visible; } catch (IdentificationException ex) diff --git a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/MainWindow.xaml.cs b/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/MainWindow.xaml.cs index 46079c3..0bb773e 100644 --- a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/MainWindow.xaml.cs +++ b/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/MainWindow.xaml.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation @@ -31,8 +31,8 @@ // WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. // -using System.Windows; using SampleUserControlLibrary; +using System.Windows; namespace SPIDIdentificationAPI_WPF_Samples { @@ -53,7 +53,7 @@ public SampleScenarios ScenarioControl } /// - /// Constructor to initalize the Main Window + /// Constructor to initialize the Main Window /// public MainWindow() { diff --git a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/Properties/AssemblyInfo.cs b/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/Properties/AssemblyInfo.cs index d677e93..3a21fe0 100644 --- a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/Properties/AssemblyInfo.cs +++ b/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/Properties/AssemblyInfo.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation diff --git a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/SPIDIdentificationAPI-WPF-Samples.csproj b/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/SPIDIdentificationAPI-WPF-Samples.csproj index df0f8c3..af8f074 100644 --- a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/SPIDIdentificationAPI-WPF-Samples.csproj +++ b/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/SPIDIdentificationAPI-WPF-Samples.csproj @@ -35,8 +35,12 @@ 4 - - ..\packages\Newtonsoft.Json.7.0.1\lib\net45\Newtonsoft.Json.dll + + ..\packages\Microsoft.ProjectOxford.SpeakerRecognition.1.0.0.0\lib\net452\Microsoft.ProjectOxford.SpeakerRecognition.dll + True + + + ..\packages\Newtonsoft.Json.8.0.2\lib\net45\Newtonsoft.Json.dll True @@ -59,13 +63,6 @@ MSBuild:Compile Designer - - - - - - - SpeakersListPage.xaml @@ -85,16 +82,9 @@ App.xaml Code - - - EnrollSpeakersPage.xaml - - - - IdentifyFilePage.xaml @@ -139,7 +129,7 @@ - + {735929f0-f8f1-4d93-b027-5d034fa7892b} SampleUserControlLibrary diff --git a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/SpeakersListPage.xaml b/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/SpeakersListPage.xaml index 147886a..10ec665 100644 --- a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/SpeakersListPage.xaml +++ b/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/SpeakersListPage.xaml @@ -15,9 +15,9 @@ - + - + diff --git a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/SpeakersListPage.xaml.cs b/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/SpeakersListPage.xaml.cs index 39bc9a9..f1cf061 100644 --- a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/SpeakersListPage.xaml.cs +++ b/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/SpeakersListPage.xaml.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation @@ -31,13 +31,13 @@ // WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. // +using Microsoft.ProjectOxford.SpeakerRecognition; +using Microsoft.ProjectOxford.SpeakerRecognition.Contract; +using Microsoft.ProjectOxford.SpeakerRecognition.Contract.Identification; using System; -using System.Collections.Generic; using System.Threading.Tasks; using System.Windows; using System.Windows.Controls; -using System.Windows.Documents; -using Microsoft.ProjectOxford.Speech.SpeakerIdentification; namespace SPIDIdentificationAPI_WPF_Samples { @@ -47,13 +47,13 @@ namespace SPIDIdentificationAPI_WPF_Samples public partial class SpeakersListPage : Page { private bool _speakersLoaded = false; - - private SpeechIdServiceClient _serviceClient; + + private SpeakerIdentificationServiceClient _serviceClient; private static SpeakersListPage s_speakersList = new SpeakersListPage(); /// - /// Represents the only inastance of the Speakers List Page + /// Represents the only instance of the Speakers List Page /// public static SpeakersListPage SpeakersList { @@ -72,13 +72,13 @@ private SpeakersListPage() /// Adds a speaker profile to the speakers list /// /// The speaker profile to add - public void AddSpeaker(IdentificationProfile speaker) + public void AddSpeaker(Profile speaker) { _speakersListView.Items.Add(speaker); } /// - /// Retreivs all the speakers asynchronously and adds them to the list + /// Retrieves all the speakers asynchronously and adds them to the list /// /// Task to track the status of the asynchronous task. public async Task UpdateAllSpeakersAsync() @@ -86,17 +86,17 @@ public async Task UpdateAllSpeakersAsync() MainWindow window = (MainWindow)Application.Current.MainWindow; try { - window.Log("Retreiving All Profiles..."); - List allProfiles = await _serviceClient.GetAllProfilesAsync(); - window.Log("All Profiles Retreived."); + window.Log("Retrieving All Profiles..."); + Profile[] allProfiles = await _serviceClient.GetProfilesAsync(); + window.Log("All Profiles Retrieved."); _speakersListView.Items.Clear(); - foreach (IdentificationProfile profile in allProfiles) + foreach (Profile profile in allProfiles) AddSpeaker(profile); _speakersLoaded = true; } catch (GetProfileException ex) { - window.Log("Error Retreiving Profiles: " + ex.Message); + window.Log("Error Retrieving Profiles: " + ex.Message); } catch (Exception ex) { @@ -129,13 +129,13 @@ public void SetMultipleSelectionMode() /// Gets the selected profiles from the speakers list /// /// An array of the selected identification profiles - public IdentificationProfile[] GetSelectedProfiles() + public Profile[] GetSelectedProfiles() { if (_speakersListView.SelectedItems.Count == 0) throw new Exception("No Speakers Selected."); - IdentificationProfile[] result = new IdentificationProfile[_speakersListView.SelectedItems.Count]; + Profile[] result = new Profile[_speakersListView.SelectedItems.Count]; for (int i = 0; i < result.Length; i++) - result[i] = _speakersListView.SelectedItems[i] as IdentificationProfile; + result[i] = _speakersListView.SelectedItems[i] as Profile; return result; } @@ -144,7 +144,7 @@ private async void Page_Loaded(object sender, RoutedEventArgs e) if (_speakersLoaded == false) { MainWindow window = (MainWindow)Application.Current.MainWindow; - _serviceClient = new SpeechIdServiceClient(window.ScenarioControl.SubscriptionKey); + _serviceClient = new SpeakerIdentificationServiceClient(window.ScenarioControl.SubscriptionKey); await UpdateAllSpeakersAsync(); } } diff --git a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/packages.config b/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/packages.config index 64b5d8e..52a94a0 100644 --- a/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/packages.config +++ b/SpeakerRecognition/Windows/Identification/SPIDIdentificationAPI-WPF-Samples/packages.config @@ -1,4 +1,5 @@  - + + \ No newline at end of file diff --git a/SpeakerRecognition/Windows/README.md b/SpeakerRecognition/Windows/README.md index dd8f4e6..5564564 100644 --- a/SpeakerRecognition/Windows/README.md +++ b/SpeakerRecognition/Windows/README.md @@ -1,8 +1,7 @@ The sample ========== -This sample is a Windows WPF application to demonstrate the use of Project -Oxford Speaker Recognition API. +This sample is a Windows WPF application to demonstrate the use of Speaker Recognition API. It demonstrates the speaker identification and speaker verification features. @@ -12,9 +11,9 @@ Build the sample 1. Start Microsoft Visual Studio 2015 and select File \> Open \> Project/Solution. -2. For speaker identification, starting in the folder where you clone the repository, go to +2. For speaker identification, starting in the folder where you clone the repository, go to SpeakerRecognition \> Windows \> Identification folder. - For speaker identification, starting in the folder where you clone the repository, go to + For speaker identification, starting in the folder where you clone the repository, go to SpeakerRecognition \> Windows \> Verification folder. 3. Double-click the Visual Studio 2015 Solution (.sln) file. @@ -26,12 +25,9 @@ Run the sample After the build is complete, press F5 to run the sample. -First, you will need a [Microsoft Azure Account]() if you don't have one already. +First, you must obtain a Speaker Recognition API subscription key by following instructions in [Microsoft Cognitive Services subscription](). -You must obtain a subscription key for Speaker Recognition API by following instructions in [Subscription -key management](). - -Locate the text edit box saying "Paste your subscription key here to start". Paste +Locate the text edit box saying "Paste your subscription key here to start". Paste your subscription key. You can choose to persist your subscription key in your machine by clicking "Save Key" button. When you want to delete the subscription key from the machine, click "Delete Key" to remove it from your machine. @@ -39,28 +35,24 @@ machine, click "Delete Key" to remove it from your machine. Click on "Select Scenario" to use samples of different scenarios, and follow the instructions on screen. -Microsoft will receive the audio files you upload and may use them to improve -Speaker Recognition API and related services. By submitting an audio, you confirm +Microsoft will receive the audio files you upload and may use them to improve +Speaker Recognition API and related services. By submitting an audio, you confirm you have consent from everyone in it. Contributing ============ We welcome contributions and are always looking for new SDKs, input, and suggestions. Feel free to file issues on the repo and we'll address them as we can. You can also learn more about how you can help on the [Contribution -Rules & Guidelines](). - -For questions, feedback, or suggestions about Project Oxford services, feel free to reach out to us directly. - -- [Project Oxford support]() +Rules & Guidelines](). -- [Forums]() +For questions, feedback, or suggestions about Microsoft Cognitive Services, feel free to reach out to us directly. -- [Blog]() +- [Cognitive Services UserVoice Forum]() License ======= -All Project Oxford SDKs and samples are licensed with the MIT License. For more details, see +All Microsoft Cognitive Services SDKs and samples are licensed with the MIT License. For more details, see [LICENSE](). Sample images are licensed separately, please refer to [LICENSE-IMAGE](). diff --git a/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/App.xaml.cs b/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/App.xaml.cs index b8a6cb2..79743ea 100644 --- a/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/App.xaml.cs +++ b/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/App.xaml.cs @@ -2,9 +2,9 @@ // Copyright (c) Microsoft. All rights reserved. // Licensed under the MIT license. // -// Project Oxford: http://ProjectOxford.ai +// Microsoft Cognitive Services (formerly Project Oxford): https://www.microsoft.com/cognitive-services // -// Project Oxford SDK GitHub: +// Microsoft Cognitive Services (formerly Project Oxford) GitHub: // https://github.com/Microsoft/ProjectOxford-ClientSDK // // Copyright (c) Microsoft Corporation @@ -31,12 +31,6 @@ // WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. // -using System; -using System.Collections.Generic; -using System.Configuration; -using System.Data; -using System.Linq; -using System.Threading.Tasks; using System.Windows; namespace SPIDVerificationAPI_WPF_Sample diff --git a/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/EnrollmentException.cs b/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/EnrollmentException.cs deleted file mode 100644 index f121a7c..0000000 --- a/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/EnrollmentException.cs +++ /dev/null @@ -1,51 +0,0 @@ -// -// Copyright (c) Microsoft. All rights reserved. -// Licensed under the MIT license. -// -// Project Oxford: http://ProjectOxford.ai -// -// Project Oxford SDK GitHub: -// https://github.com/Microsoft/ProjectOxford-ClientSDK -// -// Copyright (c) Microsoft Corporation -// All rights reserved. -// -// MIT License: -// Permission is hereby granted, free of charge, to any person obtaining -// a copy of this software and associated documentation files (the -// "Software"), to deal in the Software without restriction, including -// without limitation the rights to use, copy, modify, merge, publish, -// distribute, sublicense, and/or sell copies of the Software, and to -// permit persons to whom the Software is furnished to do so, subject to -// the following conditions: -// -// The above copyright notice and this permission notice shall be -// included in all copies or substantial portions of the Software. -// -// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, -// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF -// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND -// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE -// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION -// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION -// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -// - -using System; - -namespace Microsoft.ProjectOxford.Speech.SpeakerVerification -{ - /// - /// A class encapsulating an exception raised during speaker enrollment - /// - public class EnrollmentException : Exception - { - /// - /// A public constructor creating the exception with a specified message - /// - /// Exception message - public EnrollmentException(string message) : base(message) - { - } - } -} diff --git a/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/EnrollmentResponse.cs b/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/EnrollmentResponse.cs deleted file mode 100644 index d628df9..0000000 --- a/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/EnrollmentResponse.cs +++ /dev/null @@ -1,65 +0,0 @@ -// -// Copyright (c) Microsoft. All rights reserved. -// Licensed under the MIT license. -// -// Project Oxford: http://ProjectOxford.ai -// -// Project Oxford SDK GitHub: -// https://github.com/Microsoft/ProjectOxford-ClientSDK -// -// Copyright (c) Microsoft Corporation -// All rights reserved. -// -// MIT License: -// Permission is hereby granted, free of charge, to any person obtaining -// a copy of this software and associated documentation files (the -// "Software"), to deal in the Software without restriction, including -// without limitation the rights to use, copy, modify, merge, publish, -// distribute, sublicense, and/or sell copies of the Software, and to -// permit persons to whom the Software is furnished to do so, subject to -// the following conditions: -// -// The above copyright notice and this permission notice shall be -// included in all copies or substantial portions of the Software. -// -// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, -// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF -// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND -// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE -// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION -// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION -// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -// - -using Newtonsoft.Json; -using Newtonsoft.Json.Converters; - -namespace Microsoft.ProjectOxford.Speech.SpeakerVerification -{ - /// - /// A class encapsulating the response returned by the service as a result of an enrollment request - /// - public class EnrollmentResponse - { - /// - /// An enum encoding the enrolling status of the speaker - /// - public enum SpeakerEnrollmentStatus { Enrolling, Training, Enrolled}; - - /// - /// The number of remaining enrollments for a profile - /// - public int RemainingEnrollments { get; set; } - - /// - /// The verification phrase used by the speaker - /// - public string Phrase { get; set; } - - /// - /// The status of The enrollment for the speaker - /// - [JsonConverter(typeof(StringEnumConverter))] - public SpeakerEnrollmentStatus EnrollmentStatus { get; set; } - } -} diff --git a/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/EnrollmentVerificationError.cs b/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/EnrollmentVerificationError.cs deleted file mode 100644 index 57e8499..0000000 --- a/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/EnrollmentVerificationError.cs +++ /dev/null @@ -1,46 +0,0 @@ -// -// Copyright (c) Microsoft. All rights reserved. -// Licensed under the MIT license. -// -// Project Oxford: http://ProjectOxford.ai -// -// Project Oxford SDK GitHub: -// https://github.com/Microsoft/ProjectOxford-ClientSDK -// -// Copyright (c) Microsoft Corporation -// All rights reserved. -// -// MIT License: -// Permission is hereby granted, free of charge, to any person obtaining -// a copy of this software and associated documentation files (the -// "Software"), to deal in the Software without restriction, including -// without limitation the rights to use, copy, modify, merge, publish, -// distribute, sublicense, and/or sell copies of the Software, and to -// permit persons to whom the Software is furnished to do so, subject to -// the following conditions: -// -// The above copyright notice and this permission notice shall be -// included in all copies or substantial portions of the Software. -// -// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, -// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF -// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND -// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE -// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION -// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION -// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -// - -namespace Microsoft.ProjectOxford.Speech.SpeakerVerification -{ - /// - /// A class encapsulating the error code returned by either a verification or enrollment response - /// - internal class EnrollmentVerificationError - { - /// - /// ErrorResponse object encapsulating details about the error - /// - public ErrorResponse Error { get; set; } - } -} diff --git a/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/PhraseResponse.cs b/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/PhraseResponse.cs deleted file mode 100644 index 62d9c07..0000000 --- a/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/PhraseResponse.cs +++ /dev/null @@ -1,47 +0,0 @@ -// -// Copyright (c) Microsoft. All rights reserved. -// Licensed under the MIT license. -// -// Project Oxford: http://ProjectOxford.ai -// -// Project Oxford SDK GitHub: -// https://github.com/Microsoft/ProjectOxford-ClientSDK -// -// Copyright (c) Microsoft Corporation -// All rights reserved. -// -// MIT License: -// Permission is hereby granted, free of charge, to any person obtaining -// a copy of this software and associated documentation files (the -// "Software"), to deal in the Software without restriction, including -// without limitation the rights to use, copy, modify, merge, publish, -// distribute, sublicense, and/or sell copies of the Software, and to -// permit persons to whom the Software is furnished to do so, subject to -// the following conditions: -// -// The above copyright notice and this permission notice shall be -// included in all copies or substantial portions of the Software. -// -// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, -// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF -// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND -// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE -// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION -// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION -// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -// - -namespace Microsoft.ProjectOxford.Speech.SpeakerVerification -{ - /// - /// A class encapsulating the result returned by the service as a result of enumerating all possible enrollment - /// and verification phrases - /// - public class PhraseResponse - { - /// - /// The enrollment or verification phrase - /// - public string Phrase; - } -} diff --git a/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/ProfileCreationException.cs b/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/ProfileCreationException.cs deleted file mode 100644 index 26b241f..0000000 --- a/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/ProfileCreationException.cs +++ /dev/null @@ -1,51 +0,0 @@ -// -// Copyright (c) Microsoft. All rights reserved. -// Licensed under the MIT license. -// -// Project Oxford: http://ProjectOxford.ai -// -// Project Oxford SDK GitHub: -// https://github.com/Microsoft/ProjectOxford-ClientSDK -// -// Copyright (c) Microsoft Corporation -// All rights reserved. -// -// MIT License: -// Permission is hereby granted, free of charge, to any person obtaining -// a copy of this software and associated documentation files (the -// "Software"), to deal in the Software without restriction, including -// without limitation the rights to use, copy, modify, merge, publish, -// distribute, sublicense, and/or sell copies of the Software, and to -// permit persons to whom the Software is furnished to do so, subject to -// the following conditions: -// -// The above copyright notice and this permission notice shall be -// included in all copies or substantial portions of the Software. -// -// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, -// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF -// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND -// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE -// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION -// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION -// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -// - -using System; - -namespace Microsoft.ProjectOxford.Speech.SpeakerVerification -{ - /// - /// A class encapsulating an exception raised during profile creation - /// - public class ProfileCreationException : Exception - { - /// - /// A public constructor creating the exception with a specified message - /// - /// Exception message - public ProfileCreationException(string message) : base(message) - { - } - } -} diff --git a/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/ResetProfileException.cs b/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/ResetProfileException.cs deleted file mode 100644 index 1778a73..0000000 --- a/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/ResetProfileException.cs +++ /dev/null @@ -1,51 +0,0 @@ -// -// Copyright (c) Microsoft. All rights reserved. -// Licensed under the MIT license. -// -// Project Oxford: http://ProjectOxford.ai -// -// Project Oxford SDK GitHub: -// https://github.com/Microsoft/ProjectOxford-ClientSDK -// -// Copyright (c) Microsoft Corporation -// All rights reserved. -// -// MIT License: -// Permission is hereby granted, free of charge, to any person obtaining -// a copy of this software and associated documentation files (the -// "Software"), to deal in the Software without restriction, including -// without limitation the rights to use, copy, modify, merge, publish, -// distribute, sublicense, and/or sell copies of the Software, and to -// permit persons to whom the Software is furnished to do so, subject to -// the following conditions: -// -// The above copyright notice and this permission notice shall be -// included in all copies or substantial portions of the Software. -// -// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, -// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF -// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND -// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE -// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION -// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION -// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -// - -using System; - -namespace Microsoft.ProjectOxford.Speech.SpeakerVerification -{ - /// - /// A class encapsulating an exception raised during speaker profile reset - /// - public class ResetProfileException : Exception - { - /// - /// A public constructor creating the exception with a specified message - /// - /// Exception message - public ResetProfileException(string message) : base(message) - { - } - } -} diff --git a/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/SpeakerProfile.cs b/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/SpeakerProfile.cs deleted file mode 100644 index 44b93e8..0000000 --- a/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/SpeakerProfile.cs +++ /dev/null @@ -1,82 +0,0 @@ -// -// Copyright (c) Microsoft. All rights reserved. -// Licensed under the MIT license. -// -// Project Oxford: http://ProjectOxford.ai -// -// Project Oxford SDK GitHub: -// https://github.com/Microsoft/ProjectOxford-ClientSDK -// -// Copyright (c) Microsoft Corporation -// All rights reserved. -// -// MIT License: -// Permission is hereby granted, free of charge, to any person obtaining -// a copy of this software and associated documentation files (the -// "Software"), to deal in the Software without restriction, including -// without limitation the rights to use, copy, modify, merge, publish, -// distribute, sublicense, and/or sell copies of the Software, and to -// permit persons to whom the Software is furnished to do so, subject to -// the following conditions: -// -// The above copyright notice and this permission notice shall be -// included in all copies or substantial portions of the Software. -// -// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, -// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF -// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND -// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE -// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION -// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION -// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -// - -// Licensed under the MIT license. See LICENSE file in the project root for full license information. - -using Newtonsoft.Json; -using Newtonsoft.Json.Converters; -using System; - -namespace Microsoft.ProjectOxford.Speech.SpeakerVerification -{ - /// - /// A class encapsulating the response returned by the service on creating or retrieving a speaker profile - /// - public class SpeakerProfile - { - /// - /// An enum encoding the profile enrollment status - /// - public enum ProfileEnrollmentStatus { Enrolling, Training, Enrolled }; - - /// - /// The speaker profile Id - /// - public string VerificationProfileId { get; set; } - - /// - /// The speaker profile locale. - /// - public string Locale { get; set; } - - /// - /// The enrollments count For a given speaker - /// - public int EnrollmentsCount { get; set; } - /// - /// The timestamp of profile creation - /// - public DateTime CreateTimestamp { get; set; } - - /// - /// The timestamp for the last used time for the given profile - /// - public DateTime LastUsedTimestamp { get; set; } - - /// - /// The profile enrolling status - /// - [JsonConverter(typeof(StringEnumConverter))] - public ProfileEnrollmentStatus ProfileStatus { get; set; } - } -} diff --git a/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/SpeechVerificationServiceClient.cs b/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/SpeechVerificationServiceClient.cs deleted file mode 100644 index 304dad4..0000000 --- a/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/SpeechVerificationServiceClient.cs +++ /dev/null @@ -1,257 +0,0 @@ -// -// Copyright (c) Microsoft. All rights reserved. -// Licensed under the MIT license. -// -// Project Oxford: http://ProjectOxford.ai -// -// Project Oxford SDK GitHub: -// https://github.com/Microsoft/ProjectOxford-ClientSDK -// -// Copyright (c) Microsoft Corporation -// All rights reserved. -// -// MIT License: -// Permission is hereby granted, free of charge, to any person obtaining -// a copy of this software and associated documentation files (the -// "Software"), to deal in the Software without restriction, including -// without limitation the rights to use, copy, modify, merge, publish, -// distribute, sublicense, and/or sell copies of the Software, and to -// permit persons to whom the Software is furnished to do so, subject to -// the following conditions: -// -// The above copyright notice and this permission notice shall be -// included in all copies or substantial portions of the Software. -// -// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, -// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF -// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND -// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE -// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION -// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION -// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -// - -using Newtonsoft.Json; -using Newtonsoft.Json.Serialization; -using System; -using System.Collections.Generic; -using System.IO; -using System.Net.Http; -using System.Net.Http.Headers; -using System.Threading.Tasks; - -namespace Microsoft.ProjectOxford.Speech.SpeakerVerification -{ - /// - /// A service client class to perform all the verification service calls. - /// - public class SpeechVerificationServiceClient - { - /// - /// Address of the verification profiles API - /// - private const string _BASE_URI = "https://api.projectoxford.ai/spid/v1.0/verificationProfiles"; - - /// - /// Address of the verification API - /// - private const string _VERIFY_ENDPOINT = "https://api.projectoxford.ai/spid/v1.0/verify"; - - /// - /// Address of the verification phrases API - /// - private const string _PHRASES_ENDPOINT = "https://api.projectoxford.ai/spid/v1.0/verificationPhrases?locale="; - - /// - /// The header for the subscription key - /// - private const string _OCP_SUBSCRIPTION_KEY_HEADER = "Ocp-Apim-Subscription-Key"; - - /// - /// Json content type header value - /// - private const string _JSON_HEADER = "application/json"; - - /// - /// The locale parameter - /// - private const string _LOCALE_PARAM = "locale"; - - /// - /// The Http client used to communicate with the service - /// - private HttpClient _DefaultHttpClient = new HttpClient(); - - /// - /// The default resolver. - /// - private static CamelCasePropertyNamesContractResolver s_defaultResolver = new CamelCasePropertyNamesContractResolver(); - - /// - /// Settings for the Json converter to parse DateTime in the ISO 8601 format - /// - private static JsonSerializerSettings s_jsonDateTimeSettings = new JsonSerializerSettings() - { - DateFormatHandling = DateFormatHandling.IsoDateFormat, - NullValueHandling = NullValueHandling.Ignore, - ContractResolver = s_defaultResolver - }; - - /// - /// Creates a new service client using a subscription key - /// - /// The subscription key - public SpeechVerificationServiceClient(string SubscriptionKey) - { - _DefaultHttpClient.DefaultRequestHeaders.Accept.Add(new MediaTypeWithQualityHeaderValue(_JSON_HEADER)); - _DefaultHttpClient.DefaultRequestHeaders.Add(_OCP_SUBSCRIPTION_KEY_HEADER, SubscriptionKey); - } - - /// - /// Creates a new profile asynchronously - /// - /// The profile locale - /// SpeakerProfile encapsulating the profile repsonse - public async Task CreateProfileAsync(string locale) - { - var content = new FormUrlEncodedContent(new[] - { - new KeyValuePair(_LOCALE_PARAM, locale), - }); - var result = await _DefaultHttpClient.PostAsync(_BASE_URI, content); - if (result.StatusCode == System.Net.HttpStatusCode.OK) - { - //parse response - string resultStr = await result.Content.ReadAsStringAsync(); - var obj = JsonConvert.DeserializeObject(resultStr, s_jsonDateTimeSettings); - return obj; - } - else - { - throw new ProfileCreationException(result.StatusCode.ToString()); - } - - } - - /// - /// Verifies a given speaker using the speaker Id and audio stream - /// - /// The stream of audio to be verified - /// The speakerId - /// VerificationResult encapsulating the verification result - public async Task VerifyAsync(Stream audioStream, string speakerId) - { - var content = new MultipartFormDataContent("Upload----" + DateTime.Now.ToString("u")); - content.Add(new StreamContent(audioStream), "verificationData", speakerId + "_" + DateTime.Now.ToString("u")); - try - { - speakerId = Uri.EscapeDataString(speakerId); - var requestURL = _VERIFY_ENDPOINT + "?verificationProfileId=" + speakerId; - var result = await _DefaultHttpClient.PostAsync(requestURL, content); - string resultStr = await result.Content.ReadAsStringAsync(); - if (result.StatusCode == System.Net.HttpStatusCode.OK) - { - //parse response - VerificationResult response = JsonConvert.DeserializeObject(resultStr); - return response; - } - else - { - EnrollmentVerificationError errorResponse = JsonConvert.DeserializeObject(resultStr); - if (errorResponse.Error != null) - throw new VerificationException(errorResponse.Error.Message); - else - throw new VerificationException(result.StatusCode.ToString()); - } - } - catch (TaskCanceledException exception) - { - throw new TimeoutException("Connection timed out: " + exception.Message); - } - - } - - /// - /// Enroll a new stream asynchronously for a given speaker - /// - /// The stream to enroll - /// The speaker profile speaker Id - /// EnrollmentResponse encapsulating the enrollment response - public async Task EnrollStreamAsync(Stream audioStream, string speakerId) - { - var content = new MultipartFormDataContent("Upload----" + DateTime.Now.ToString("u")); - content.Add(new StreamContent(audioStream), "enrollmentData", speakerId + "_" + DateTime.Now.ToString("u")); - try - { - speakerId = Uri.EscapeDataString(speakerId); - var requestUrl = _BASE_URI + "/" + speakerId + "/enroll"; - var result = await _DefaultHttpClient.PostAsync(requestUrl, content); - string resultStr = await result.Content.ReadAsStringAsync(); - if (result.StatusCode == System.Net.HttpStatusCode.OK) - { - //parse response - EnrollmentResponse response = JsonConvert.DeserializeObject(resultStr); - return response; - } - else - { - EnrollmentVerificationError errorResponse = JsonConvert.DeserializeObject(resultStr); - if (errorResponse.Error != null) - throw new EnrollmentException(errorResponse.Error.Message); - else - throw new EnrollmentException(result.StatusCode.ToString()); - } - } - catch (TaskCanceledException exception) - { - throw new TimeoutException("Connection timed out: " + exception.Message); - } - - } - - /// - /// Gets a list of all available phrases for enrollments - /// - /// The locale of the pharases - /// - public async Task> GetAllAvailablePhrases(string locale) - { - try - { - locale = Uri.EscapeDataString(locale); - var requestUrl = _PHRASES_ENDPOINT + locale; - var result = await _DefaultHttpClient.GetAsync(requestUrl); - string resultStr = await result.Content.ReadAsStringAsync(); - if (result.StatusCode == System.Net.HttpStatusCode.OK) - { - //parse response - List response = JsonConvert.DeserializeObject>(resultStr); - return response; - } - else - { - throw new PhrasesException(result.StatusCode.ToString()); - } - } - catch (TaskCanceledException exception) - { - throw new TimeoutException("Connection timed out: " + exception.Message); - } - - } - /// - /// Resets a new profile asynchronously - /// - /// The speaker Id - /// SpeakerProfile encapsulating the profile repsonse - public async Task ResetProfileAsync(string speakerId) - { - speakerId = Uri.EscapeDataString(speakerId); - var result = await _DefaultHttpClient.PostAsync(_BASE_URI + "/" + speakerId + "/reset", null); - if (result.StatusCode != System.Net.HttpStatusCode.OK) - { - throw new ResetProfileException(result.StatusCode.ToString()); - } - } - } -} diff --git a/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/VerificationResult.cs b/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/VerificationResult.cs deleted file mode 100644 index d3d692b..0000000 --- a/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/ClientLibrary/VerificationResult.cs +++ /dev/null @@ -1,68 +0,0 @@ -// -// Copyright (c) Microsoft. All rights reserved. -// Licensed under the MIT license. -// -// Project Oxford: http://ProjectOxford.ai -// -// Project Oxford SDK GitHub: -// https://github.com/Microsoft/ProjectOxford-ClientSDK -// -// Copyright (c) Microsoft Corporation -// All rights reserved. -// -// MIT License: -// Permission is hereby granted, free of charge, to any person obtaining -// a copy of this software and associated documentation files (the -// "Software"), to deal in the Software without restriction, including -// without limitation the rights to use, copy, modify, merge, publish, -// distribute, sublicense, and/or sell copies of the Software, and to -// permit persons to whom the Software is furnished to do so, subject to -// the following conditions: -// -// The above copyright notice and this permission notice shall be -// included in all copies or substantial portions of the Software. -// -// THE SOFTWARE IS PROVIDED ""AS IS"", WITHOUT WARRANTY OF ANY KIND, -// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF -// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND -// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE -// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION -// OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION -// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -// - -// Licensed under the MIT license. See LICENSE file in the project root for full license information. - -using Newtonsoft.Json; -using Newtonsoft.Json.Converters; - -namespace Microsoft.ProjectOxford.Speech.SpeakerVerification -{ - /// - /// A class encapsulating the response returned from the service as a result of a verification request - /// - public class VerificationResult - { - /// - /// An enum encoding the confidence level of verification - /// - public enum ConfidenceLevel { Low, Normal, High}; - - /// - /// An enum encoding the speaker verification result - /// - public enum SpeakerVerificationResult { Accept, Reject} - - /// - /// The status of the verification result - /// - [JsonConverter(typeof(StringEnumConverter))] - public SpeakerVerificationResult Result { get; set; } - - /// - /// The confidence of the verification result - /// - [JsonConverter(typeof(StringEnumConverter))] - public ConfidenceLevel Confidence { get; set; } - } -} diff --git a/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/EnrollPage.xaml b/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/EnrollPage.xaml index c625847..02995ca 100644 --- a/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/EnrollPage.xaml +++ b/SpeakerRecognition/Windows/Verification/SPIDVerificationAPI_WPF_Sample/EnrollPage.xaml @@ -14,7 +14,17 @@ + +March 2016 Release of the Project Oxford Speech Client Library +- Address a number of stability fixes related to network reconnects +- Address properly attaching to the primary communication device on Windows 10 if multiple microphones devices are available. +- Expose and document all speech error codes returned from the SDK +- Provide support for both primary and secondary Oxford keys +- Improve SDK start time + + Copyright 2016 ProjectOxford Oxford Speech Recognition SpeechRecognition \ No newline at end of file diff --git a/Speech/SpeechToText/Windows/SpeechSDK/x86/lib/SpeechClient.dll b/Speech/SpeechToText/Windows/SpeechSDK/x86/lib/SpeechClient.dll index 7bd680b..0d0c84b 100644 Binary files a/Speech/SpeechToText/Windows/SpeechSDK/x86/lib/SpeechClient.dll and b/Speech/SpeechToText/Windows/SpeechSDK/x86/lib/SpeechClient.dll differ diff --git a/Speech/SpeechToText/Windows/SpeechToText-WPF-Sample.sln b/Speech/SpeechToText/Windows/SpeechToText-WPF-Sample.sln index 3fd3213..016c901 100644 --- a/Speech/SpeechToText/Windows/SpeechToText-WPF-Sample.sln +++ b/Speech/SpeechToText/Windows/SpeechToText-WPF-Sample.sln @@ -8,13 +8,19 @@ EndProject Global GlobalSection(SolutionConfigurationPlatforms) = preSolution Debug|x64 = Debug|x64 + Debug|x86 = Debug|x86 Release|x64 = Release|x64 + Release|x86 = Release|x86 EndGlobalSection GlobalSection(ProjectConfigurationPlatforms) = postSolution {8380449D-B908-4AA5-BD72-EB8401205DCE}.Debug|x64.ActiveCfg = Debug|x64 {8380449D-B908-4AA5-BD72-EB8401205DCE}.Debug|x64.Build.0 = Debug|x64 + {8380449D-B908-4AA5-BD72-EB8401205DCE}.Debug|x86.ActiveCfg = Debug|x86 + {8380449D-B908-4AA5-BD72-EB8401205DCE}.Debug|x86.Build.0 = Debug|x86 {8380449D-B908-4AA5-BD72-EB8401205DCE}.Release|x64.ActiveCfg = Release|x64 {8380449D-B908-4AA5-BD72-EB8401205DCE}.Release|x64.Build.0 = Release|x64 + {8380449D-B908-4AA5-BD72-EB8401205DCE}.Release|x86.ActiveCfg = Release|x86 + {8380449D-B908-4AA5-BD72-EB8401205DCE}.Release|x86.Build.0 = Release|x86 EndGlobalSection GlobalSection(SolutionProperties) = preSolution HideSolutionNode = FALSE diff --git a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/SearchHelp.aspx b/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/SearchHelp.aspx deleted file mode 100644 index d92c2c7..0000000 --- a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/SearchHelp.aspx +++ /dev/null @@ -1,233 +0,0 @@ -<%@ Page Language="C#" EnableViewState="False" %> - - diff --git a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/SearchHelp.inc.php b/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/SearchHelp.inc.php deleted file mode 100644 index b905e13..0000000 --- a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/SearchHelp.inc.php +++ /dev/null @@ -1,173 +0,0 @@ -filename = $file; - $this->pageTitle = $title; - $this->rank = $rank; - } -} - - -/// -/// Split the search text up into keywords -/// -/// The keywords to parse -/// A list containing the words for which to search -function ParseKeywords($keywords) -{ - $keywordList = array(); - $words = preg_split("/[^\w]+/", $keywords); - - foreach($words as $word) - { - $checkWord = strtolower($word); - $first = substr($checkWord, 0, 1); - if(strlen($checkWord) > 2 && !ctype_digit($first) && !in_array($checkWord, $keywordList)) - { - array_push($keywordList, $checkWord); - } - } - - return $keywordList; -} - - -/// -/// Search for the specified keywords and return the results as a block of -/// HTML. -/// -/// The keywords for which to search -/// The file list -/// The dictionary used to find the words -/// True to sort by title, false to sort by -/// ranking -/// A block of HTML representing the search results. -function Search($keywords, $fileInfo, $wordDictionary, $sortByTitle) -{ - $sb = "
    "; - $matches = array(); - $matchingFileIndices = array(); - $rankings = array(); - - $isFirst = true; - - foreach($keywords as $word) - { - if (!array_key_exists($word, $wordDictionary)) - { - return "Nothing found"; - } - $occurrences = $wordDictionary[$word]; - - $matches[$word] = $occurrences; - $occurrenceIndices = array(); - - // Get a list of the file indices for this match - foreach($occurrences as $entry) - array_push($occurrenceIndices, ($entry >> 16)); - - if($isFirst) - { - $isFirst = false; - foreach($occurrenceIndices as $i) - { - array_push($matchingFileIndices, $i); - } - } - else - { - // After the first match, remove files that do not appear for - // all found keywords. - for($idx = 0; $idx < count($matchingFileIndices); $idx++) - { - if (!in_array($matchingFileIndices[$idx], $occurrenceIndices)) - { - array_splice($matchingFileIndices, $idx, 1); - $idx--; - } - } - } - } - - if(count($matchingFileIndices) == 0) - { - return "Nothing found"; - } - - // Rank the files based on the number of times the words occurs - foreach($matchingFileIndices as $index) - { - // Split out the title, filename, and word count - $fileIndex = explode("\x00", $fileInfo[$index]); - - $title = $fileIndex[0]; - $filename = $fileIndex[1]; - $wordCount = intval($fileIndex[2]); - $matchCount = 0; - - foreach($keywords as $words) - { - $occurrences = $matches[$word]; - - foreach($occurrences as $entry) - { - if(($entry >> 16) == $index) - $matchCount += $entry & 0xFFFF; - } - } - - $r = new Ranking($filename, $title, $matchCount * 1000 / $wordCount); - array_push($rankings, $r); - - if(count($rankings) > 99) - break; - } - - // Sort by rank in descending order or by page title in ascending order - if($sortByTitle) - { - usort($rankings, "cmprankbytitle"); - } - else - { - usort($rankings, "cmprank"); - } - - // Format the file list and return the results - foreach($rankings as $r) - { - $f = $r->filename; - $t = $r->pageTitle; - $sb .= "
  1. $t
    2. "; - } - - $sb .= "rank - $x->rank; -} - -function cmprankbytitle($x, $y) -{ - return strcmp($x->pageTitle, $y->pageTitle); -} - -?> diff --git a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/SearchHelp.php b/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/SearchHelp.php deleted file mode 100644 index eaa1e11..0000000 --- a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/SearchHelp.php +++ /dev/null @@ -1,58 +0,0 @@ - - Nothing found - $val) - { - $wordDictionary[$ftiWord] = $val; - } - } - } - } - - // Perform the search and return the results as a block of HTML - $results = Search($keywords, $fileList, $wordDictionary, $sortByTitle); - echo $results; -?> \ No newline at end of file diff --git a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/Web.Config b/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/Web.Config deleted file mode 100644 index 26672e8..0000000 --- a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/Web.Config +++ /dev/null @@ -1,31 +0,0 @@ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - diff --git a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/WebKI.xml b/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/WebKI.xml deleted file mode 100644 index 6476206..0000000 --- a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/WebKI.xml +++ /dev/null @@ -1,33 +0,0 @@ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - diff --git a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/WebTOC.xml b/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/WebTOC.xml deleted file mode 100644 index 4a61616..0000000 --- a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/WebTOC.xml +++ /dev/null @@ -1,25 +0,0 @@ - - - - - - - - - - - - - - - - - - - - - - - - - diff --git a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/fti/FTI_100.json b/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/fti/FTI_100.json deleted file mode 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newline at end of file diff --git a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/fti/FTI_99.json b/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/fti/FTI_99.json deleted file mode 100644 index 3f38e90..0000000 --- a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/fti/FTI_99.json +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/fti/FTI_Files.json b/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/fti/FTI_Files.json deleted file mode 100644 index 7b73e6a..0000000 --- a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/fti/FTI_Files.json +++ /dev/null @@ -1 +0,0 @@ -["SpeechRecognitionServiceExample -- Speech Recognition Service - Redirect\u0000index.html\u000018","SpeechRecognitionServiceExample -- Speech Recognition Service - Search\u0000search.html\u000016","MainWindow Class\u0000html/0881310e-e906-cc90-fc65-e9089a57e889.htm\u000012793","MainWindow Events\u0000html/0ae1d10c-9156-1529-fd92-51a9f667c832.htm\u00002667","App.InitializeComponent Method\u0000html/16c5f6fa-bf30-d38f-a349-c9a53f85782c.htm\u000086","MicrosoftProjectOxfordExample Namespace\u0000html/1ac93736-9d9d-374b-973b-b717ce28324b.htm\u000027","App Events\u0000html/1e6364c6-02cc-a3de-15c8-74f991ee98dc.htm\u0000390","App Methods\u0000html/44b288dd-d8e5-d05c-e643-7aad44535144.htm\u0000492","MainWindow Properties\u0000html/533010bd-1474-9db0-e414-17936db5da9d.htm\u00003545","MainWindow Constructor\u0000html/537bfd62-9df4-cb2a-e968-3f121b5b0db1.htm\u000076","App Constructor\u0000html/56e0227b-3bef-d870-ab40-2ad2b830431d.htm\u000076","MainWindow.InitializeComponent Method\u0000html/5b855616-9368-dd52-7cb0-dd0bf6ef43c4.htm\u0000100","App Class\u0000html/87664362-52f5-4187-efda-e1985891ad98.htm\u00001086","IntellServiceExample Namespace\u0000html/919281d1-1a73-0a6c-d27f-f5ffbff0b84b.htm\u000027","MainWindow Methods\u0000html/ef77f2aa-0c69-5372-4ebf-d4c0a668c053.htm\u00006511","App Properties\u0000html/f8af68f2-2080-97fb-52bc-a0fdd7e95b19.htm\u0000165","App.Main Method\u0000html/fa05274b-ee26-a53e-5a3b-fa3373b1b98b.htm\u000090"] \ No newline at end of file diff --git a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/0881310e-e906-cc90-fc65-e9089a57e889.htm b/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/0881310e-e906-cc90-fc65-e9089a57e889.htm deleted file mode 100644 index e57ec6e..0000000 --- a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/0881310e-e906-cc90-fc65-e9089a57e889.htm +++ /dev/null @@ -1,16 +0,0 @@ -MainWindow Class
    MainWindow Class

    [Missing <summary> documentation for "T:MicrosoftProjectOxfordExample.MainWindow"]

    Inheritance Hierarchy

    Namespace: MicrosoftProjectOxfordExample
    Assembly: SpeechRecognitionServiceExample (in SpeechRecognitionServiceExample.exe) Version: 0.0.0.0
    Syntax
    Copy
    public class MainWindow : Window, IComponentConnector

    The MainWindow type exposes the following members.

    Constructors
    -   - NameDescription
    Public methodMainWindow
    Initializes a new instance of the MainWindow class
    Top
    Methods
    -   - NameDescription
    Public methodActivate
    Attempts to bring the window to the foreground and activates it.
    (Inherited from Window.)
    Protected methodAddChild
    Adds a specified object as the child of a ContentControl.
    (Inherited from ContentControl.)
    Public methodAddHandler(RoutedEvent, Delegate)
    Adds a routed event handler for a specified routed event, adding the handler to the handler collection on the current element.
    (Inherited from UIElement.)
    Public methodAddHandler(RoutedEvent, Delegate, Boolean)
    Adds a routed event handler for a specified routed event, adding the handler to the handler collection on the current element. Specify handledEventsToo as true to have the provided handler be invoked for routed event that had already been marked as handled by another element along the event route.
    (Inherited from UIElement.)
    Protected methodAddLogicalChild
    Adds the provided object to the logical tree of this element.
    (Inherited from FrameworkElement.)
    Protected methodAddText
    Adds a specified text string to a ContentControl.
    (Inherited from ContentControl.)
    Public methodAddToEventRoute
    Adds handlers to the specified EventRoute for the current UIElement event handler collection.
    (Inherited from UIElement.)
    Protected methodAddVisualChild
    Defines the parent-child relationship between two visuals.
    (Inherited from Visual.)
    Public methodApplyAnimationClock(DependencyProperty, AnimationClock)
    Applies an animation to a specified dependency property on this element. Any existing animations are stopped and replaced with the new animation.
    (Inherited from UIElement.)
    Public methodApplyAnimationClock(DependencyProperty, AnimationClock, HandoffBehavior)
    Applies an animation to a specified dependency property on this element, with the ability to specify what happens if the property already has a running animation.
    (Inherited from UIElement.)
    Public methodApplyTemplate
    Builds the current template's visual tree if necessary, and returns a value that indicates whether the visual tree was rebuilt by this call.
    (Inherited from FrameworkElement.)
    Public methodArrange
    Positions child elements and determines a size for a UIElement. Parent elements call this method from their ArrangeCore(Rect) implementation (or a WPF framework-level equivalent) to form a recursive layout update. This method constitutes the second pass of a layout update.
    (Inherited from UIElement.)
    Protected methodArrangeCore
    Implements ArrangeCore(Rect) (defined as virtual in UIElement) and seals the implementation.
    (Inherited from FrameworkElement.)
    Protected methodArrangeOverride
    Override this method to arrange and size a window and its child elements.
    (Inherited from Window.)
    Public methodBeginAnimation(DependencyProperty, AnimationTimeline)
    Starts an animation for a specified animated property on this element.
    (Inherited from UIElement.)
    Public methodBeginAnimation(DependencyProperty, AnimationTimeline, HandoffBehavior)
    Starts a specific animation for a specified animated property on this element, with the option of specifying what happens if the property already has a running animation.
    (Inherited from UIElement.)
    Public methodBeginInit
    Starts the initialization process for this element.
    (Inherited from FrameworkElement.)
    Public methodBeginStoryboard(Storyboard)
    Begins the sequence of actions that are contained in the provided storyboard.
    (Inherited from FrameworkElement.)
    Public methodBeginStoryboard(Storyboard, HandoffBehavior)
    Begins the sequence of actions contained in the provided storyboard, with options specified for what should happen if the property is already animated.
    (Inherited from FrameworkElement.)
    Public methodBeginStoryboard(Storyboard, HandoffBehavior, Boolean)
    Begins the sequence of actions contained in the provided storyboard, with specified state for control of the animation after it is started.
    (Inherited from FrameworkElement.)
    Public methodBringIntoView
    Attempts to bring this element into view, within any scrollable regions it is contained within.
    (Inherited from FrameworkElement.)
    Public methodBringIntoView(Rect)
    Attempts to bring the provided region size of this element into view, within any scrollable regions it is contained within.
    (Inherited from FrameworkElement.)
    Public methodCaptureMouse
    Attempts to force capture of the mouse to this element.
    (Inherited from UIElement.)
    Public methodCaptureStylus
    Attempts to force capture of the stylus to this element.
    (Inherited from UIElement.)
    Public methodCaptureTouch
    Attempts to force capture of a touch to this element.
    (Inherited from UIElement.)
    Public methodCheckAccess
    Determines whether the calling thread has access to this DispatcherObject.
    (Inherited from DispatcherObject.)
    Public methodClearValue(DependencyProperty)
    Clears the local value of a property. The property to be cleared is specified by a DependencyProperty identifier.
    (Inherited from DependencyObject.)
    Public methodClearValue(DependencyPropertyKey)
    Clears the local value of a read-only property. The property to be cleared is specified by a DependencyPropertyKey.
    (Inherited from DependencyObject.)
    Public methodClose
    Manually closes a Window.
    (Inherited from Window.)
    Public methodCoerceValue
    Coerces the value of the specified dependency property. This is accomplished by invoking any CoerceValueCallback function specified in property metadata for the dependency property as it exists on the calling DependencyObject.
    (Inherited from DependencyObject.)
    Public methodDragMove
    Allows a window to be dragged by a mouse with its left button down over an exposed area of the window's client area.
    (Inherited from Window.)
    Public methodEndInit
    Indicates that the initialization process for the element is complete.
    (Inherited from FrameworkElement.)
    Public methodEquals
    Determines whether a provided DependencyObject is equivalent to the current DependencyObject.
    (Inherited from DependencyObject.)
    Protected methodFinalize
    Allows an Object to attempt to free resources and perform other cleanup operations before the Object is reclaimed by garbage collection.
    (Inherited from Object.)
    Public methodFindCommonVisualAncestor
    Returns the common ancestor of two visual objects.
    (Inherited from Visual.)
    Public methodFindName
    Finds an element that has the provided identifier name.
    (Inherited from FrameworkElement.)
    Public methodFindResource
    Searches for a resource with the specified key, and throws an exception if the requested resource is not found.
    (Inherited from FrameworkElement.)
    Public methodFocus
    Attempts to set focus to this element.
    (Inherited from UIElement.)
    Public methodGetAnimationBaseValue
    Returns the base property value for the specified property on this element, disregarding any possible animated value from a running or stopped animation.
    (Inherited from UIElement.)
    Public methodGetBindingExpression
    Returns the BindingExpression that represents the binding on the specified property.
    (Inherited from FrameworkElement.)
    Public methodGetHashCode
    Gets a hash code for this DependencyObject.
    (Inherited from DependencyObject.)
    Protected methodGetLayoutClip
    Returns a geometry for a clipping mask. The mask applies if the layout system attempts to arrange an element that is larger than the available display space.
    (Inherited from FrameworkElement.)
    Public methodGetLocalValueEnumerator
    Creates a specialized enumerator for determining which dependency properties have locally set values on this DependencyObject.
    (Inherited from DependencyObject.)
    Protected methodGetTemplateChild
    Do not use. Use FindName(String, FrameworkElement) instead.
    (Inherited from FrameworkElement.)
    Public methodGetType
    Gets the Type of the current instance.
    (Inherited from Object.)
    Protected methodGetUIParentCore
    Returns an alternative logical parent for this element if there is no visual parent.
    (Inherited from FrameworkElement.)
    Public methodGetValue
    Returns the current effective value of a dependency property on this instance of a DependencyObject.
    (Inherited from DependencyObject.)
    Protected methodGetVisualChild
    Overrides GetVisualChild(Int32), and returns a child at the specified index from a collection of child elements.
    (Inherited from FrameworkElement.)
    Public methodHide
    Makes a window invisible.
    (Inherited from Window.)
    Protected methodHitTestCore(PointHitTestParameters)
    Implements HitTestCore(PointHitTestParameters) to supply base element hit testing behavior (returning HitTestResult).
    (Inherited from UIElement.)
    Protected methodHitTestCore(GeometryHitTestParameters)
    Implements HitTestCore(GeometryHitTestParameters) to supply base element hit testing behavior (returning GeometryHitTestResult).
    (Inherited from UIElement.)
    Public methodInitializeComponent
    Public methodInputHitTest
    Returns the input element within the current element that is at the specified coordinates, relative to the current element's origin.
    (Inherited from UIElement.)
    Public methodInvalidateArrange
    Invalidates the arrange state (layout) for the element. After the invalidation, the element will have its layout updated, which will occur asynchronously unless subsequently forced by UpdateLayout.
    (Inherited from UIElement.)
    Public methodInvalidateMeasure
    Invalidates the measurement state (layout) for the element.
    (Inherited from UIElement.)
    Public methodInvalidateProperty
    Re-evaluates the effective value for the specified dependency property
    (Inherited from DependencyObject.)
    Public methodInvalidateVisual
    Invalidates the rendering of the element, and forces a complete new layout pass. OnRender(DrawingContext) is called after the layout cycle is completed.
    (Inherited from UIElement.)
    Public methodIsAncestorOf
    Determines whether the visual object is an ancestor of the descendant visual object.
    (Inherited from Visual.)
    Public methodIsDescendantOf
    Determines whether the visual object is a descendant of the ancestor visual object.
    (Inherited from Visual.)
    Public methodMeasure
    Updates the DesiredSize of a UIElement. Parent elements call this method from their own MeasureCore(Size) implementations to form a recursive layout update. Calling this method constitutes the first pass (the "Measure" pass) of a layout update.
    (Inherited from UIElement.)
    Protected methodMeasureCore
    Implements basic measure-pass layout system behavior for FrameworkElement.
    (Inherited from FrameworkElement.)
    Protected methodMeasureOverride
    Override this method to measure the size of a window.
    (Inherited from Window.)
    Protected methodMemberwiseClone
    Creates a shallow copy of the current Object.
    (Inherited from Object.)
    Public methodMoveFocus
    Moves the keyboard focus away from this element and to another element in a provided traversal direction.
    (Inherited from FrameworkElement.)
    Protected methodOnAccessKey
    Provides class handling for when an access key that is meaningful for this element is invoked.
    (Inherited from UIElement.)
    Protected methodOnActivated
    Raises the Activated event.
    (Inherited from Window.)
    Public methodOnApplyTemplate
    When overridden in a derived class, is invoked whenever application code or internal processes call ApplyTemplate.
    (Inherited from FrameworkElement.)
    Protected methodOnChildDesiredSizeChanged
    Supports layout behavior when a child element is resized.
    (Inherited from UIElement.)
    Protected methodOnClosed
    Raises the Closed event.
    (Inherited from Window.)
    Protected methodOnClosing
    Raises the Closing event.
    (Inherited from Window.)
    Protected methodOnContentChanged
    Called when the Content property changes.
    (Inherited from Window.)
    Protected methodOnContentRendered
    Raises the ContentRendered event.
    (Inherited from Window.)
    Protected methodOnContentStringFormatChanged
    Occurs when the ContentStringFormat property changes.
    (Inherited from ContentControl.)
    Protected methodOnContentTemplateChanged
    Called when the ContentTemplate property changes.
    (Inherited from ContentControl.)
    Protected methodOnContentTemplateSelectorChanged
    Called when the ContentTemplateSelector property changes.
    (Inherited from ContentControl.)
    Protected methodOnContextMenuClosing
    Invoked whenever an unhandled ContextMenuClosing routed event reaches this class in its route. Implement this method to add class handling for this event.
    (Inherited from FrameworkElement.)
    Protected methodOnContextMenuOpening
    Invoked whenever an unhandled ContextMenuOpening routed event reaches this class in its route. Implement this method to add class handling for this event.
    (Inherited from FrameworkElement.)
    Protected methodOnCreateAutomationPeer
    Creates and returns a WindowAutomationPeer object for this Window.
    (Inherited from Window.)
    Protected methodOnDeactivated
    Raises the Deactivated event.
    (Inherited from Window.)
    Protected methodOnDragEnter
    Invoked when an unhandled DragEnter attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnDragLeave
    Invoked when an unhandled DragLeave attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnDragOver
    Invoked when an unhandled DragOver attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnDrop
    Invoked when an unhandled DragEnter attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnGiveFeedback
    Invoked when an unhandled GiveFeedback attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnGotFocus
    Invoked whenever an unhandled GotFocus event reaches this element in its route.
    (Inherited from FrameworkElement.)
    Protected methodOnGotKeyboardFocus
    Invoked when an unhandled GotKeyboardFocus attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnGotMouseCapture
    Invoked when an unhandled GotMouseCapture attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnGotStylusCapture
    Invoked when an unhandled GotStylusCapture attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnGotTouchCapture
    Provides class handling for the GotTouchCapture routed event that occurs when a touch is captured to this element.
    (Inherited from UIElement.)
    Protected methodOnInitialized
    Raises the Initialized event. This method is invoked whenever IsInitialized is set to true internally.
    (Inherited from FrameworkElement.)
    Protected methodOnIsKeyboardFocusedChanged
    Invoked when an unhandled IsKeyboardFocusedChanged event is raised on this element. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnIsKeyboardFocusWithinChanged
    Invoked just before the IsKeyboardFocusWithinChanged event is raised by this element. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnIsMouseCapturedChanged
    Invoked when an unhandled IsMouseCapturedChanged event is raised on this element. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnIsMouseCaptureWithinChanged
    Invoked when an unhandled IsMouseCaptureWithinChanged event is raised on this element. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnIsMouseDirectlyOverChanged
    Invoked when an unhandled IsMouseDirectlyOverChanged event is raised on this element. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnIsStylusCapturedChanged
    Invoked when an unhandled IsStylusCapturedChanged event is raised on this element. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnIsStylusCaptureWithinChanged
    Invoked when an unhandled IsStylusCaptureWithinChanged event is raised on this element. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnIsStylusDirectlyOverChanged
    Invoked when an unhandled IsStylusDirectlyOverChanged event is raised on this element. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnKeyDown
    Invoked when an unhandled KeyDown attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnKeyUp
    Invoked when an unhandled KeyUp attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnLocationChanged
    Raises the LocationChanged event.
    (Inherited from Window.)
    Protected methodOnLostFocus
    Raises the LostFocus routed event by using the event data that is provided.
    (Inherited from UIElement.)
    Protected methodOnLostKeyboardFocus
    Invoked when an unhandled LostKeyboardFocus attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnLostMouseCapture
    Invoked when an unhandled LostMouseCapture attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnLostStylusCapture
    Invoked when an unhandled LostStylusCapture attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnLostTouchCapture
    Provides class handling for the LostTouchCapture routed event that occurs when this element loses a touch capture .
    (Inherited from UIElement.)
    Protected methodOnManipulationBoundaryFeedback
    Called when the ManipulationBoundaryFeedback event occurs.
    (Inherited from Window.)
    Protected methodOnManipulationCompleted
    Called when the ManipulationCompleted event occurs.
    (Inherited from UIElement.)
    Protected methodOnManipulationDelta
    Called when the ManipulationDelta event occurs.
    (Inherited from UIElement.)
    Protected methodOnManipulationInertiaStarting
    Called when the ManipulationInertiaStarting event occurs.
    (Inherited from UIElement.)
    Protected methodOnManipulationStarted
    Called when the ManipulationStarted event occurs.
    (Inherited from UIElement.)
    Protected methodOnManipulationStarting
    Provides class handling for the ManipulationStarting routed event that occurs when the manipulation processor is first created.
    (Inherited from UIElement.)
    Protected methodOnMouseDoubleClick
    Raises the MouseDoubleClick routed event.
    (Inherited from Control.)
    Protected methodOnMouseDown
    Invoked when an unhandled MouseDown attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnMouseEnter
    Invoked when an unhandled MouseEnter attached event is raised on this element. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnMouseLeave
    Invoked when an unhandled MouseLeave attached event is raised on this element. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnMouseLeftButtonDown
    Invoked when an unhandled MouseLeftButtonDown routed event is raised on this element. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnMouseLeftButtonUp
    Invoked when an unhandled MouseLeftButtonUp routed event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnMouseMove
    Invoked when an unhandled MouseMove attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnMouseRightButtonDown
    Invoked when an unhandled MouseRightButtonDown routed event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnMouseRightButtonUp
    Invoked when an unhandled MouseRightButtonUp routed event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnMouseUp
    Invoked when an unhandled MouseUp routed event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnMouseWheel
    Invoked when an unhandled MouseWheel attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewDragEnter
    Invoked when an unhandled PreviewDragEnter attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewDragLeave
    Invoked when an unhandled PreviewDragLeave attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewDragOver
    Invoked when an unhandled PreviewDragOver attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewDrop
    Invoked when an unhandled PreviewDrop attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewGiveFeedback
    Invoked when an unhandled PreviewGiveFeedback attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewGotKeyboardFocus
    Invoked when an unhandled PreviewGotKeyboardFocus attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewKeyDown
    Invoked when an unhandled PreviewKeyDown attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewKeyUp
    Invoked when an unhandled PreviewKeyUp attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewLostKeyboardFocus
    Invoked when an unhandled PreviewKeyDown attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewMouseDoubleClick
    Raises the PreviewMouseDoubleClick routed event.
    (Inherited from Control.)
    Protected methodOnPreviewMouseDown
    Invoked when an unhandled PreviewMouseDown attached routed event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewMouseLeftButtonDown
    Invoked when an unhandled PreviewMouseLeftButtonDown routed event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewMouseLeftButtonUp
    Invoked when an unhandled PreviewMouseLeftButtonUp routed event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewMouseMove
    Invoked when an unhandled PreviewMouseMove attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewMouseRightButtonDown
    Invoked when an unhandled PreviewMouseRightButtonDown routed event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewMouseRightButtonUp
    Invoked when an unhandled PreviewMouseRightButtonUp routed event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewMouseUp
    Invoked when an unhandled PreviewMouseUp attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewMouseWheel
    Invoked when an unhandled PreviewMouseWheel attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewQueryContinueDrag
    Invoked when an unhandled PreviewQueryContinueDrag attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewStylusButtonDown
    Invoked when an unhandled PreviewStylusButtonDown attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewStylusButtonUp
    Invoked when an unhandled PreviewStylusButtonUp attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewStylusDown
    Invoked when an unhandled PreviewStylusDown attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewStylusInAirMove
    Invoked when an unhandled PreviewStylusInAirMove attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewStylusInRange
    Invoked when an unhandled PreviewStylusInRange attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewStylusMove
    Invoked when an unhandled PreviewStylusMove attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewStylusOutOfRange
    Invoked when an unhandled PreviewStylusOutOfRange attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewStylusSystemGesture
    Invoked when an unhandled PreviewStylusSystemGesture attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewStylusUp
    Invoked when an unhandled PreviewStylusUp attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewTextInput
    Invoked when an unhandled PreviewTextInput attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewTouchDown
    Provides class handling for the PreviewTouchDown routed event that occurs when a touch presses this element.
    (Inherited from UIElement.)
    Protected methodOnPreviewTouchMove
    Provides class handling for the PreviewTouchMove routed event that occurs when a touch moves while inside this element.
    (Inherited from UIElement.)
    Protected methodOnPreviewTouchUp
    Provides class handling for the PreviewTouchUp routed event that occurs when a touch is released inside this element.
    (Inherited from UIElement.)
    Protected methodOnPropertyChanged
    Invoked whenever the effective value of any dependency property on this FrameworkElement has been updated. The specific dependency property that changed is reported in the arguments parameter. Overrides OnPropertyChanged(DependencyPropertyChangedEventArgs).
    (Inherited from FrameworkElement.)
    Protected methodOnQueryContinueDrag
    Invoked when an unhandled QueryContinueDrag attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnQueryCursor
    Invoked when an unhandled QueryCursor attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnRender
    When overridden in a derived class, participates in rendering operations that are directed by the layout system. The rendering instructions for this element are not used directly when this method is invoked, and are instead preserved for later asynchronous use by layout and drawing.
    (Inherited from UIElement.)
    Protected methodOnRenderSizeChanged
    Raises the SizeChanged event, using the specified information as part of the eventual event data.
    (Inherited from FrameworkElement.)
    Protected methodOnSourceInitialized
    Raises the SourceInitialized event.
    (Inherited from Window.)
    Protected methodOnStateChanged
    Raises the StateChanged event.
    (Inherited from Window.)
    Protected methodOnStyleChanged
    Invoked when the style in use on this element changes, which will invalidate the layout.
    (Inherited from FrameworkElement.)
    Protected methodOnStylusButtonDown
    Invoked when an unhandled StylusButtonDown attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnStylusButtonUp
    Invoked when an unhandled StylusButtonUp attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnStylusDown
    Invoked when an unhandled StylusDown attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnStylusEnter
    Invoked when an unhandled StylusEnter attached event is raised by this element. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnStylusInAirMove
    Invoked when an unhandled StylusInAirMove attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnStylusInRange
    Invoked when an unhandled StylusInRange attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnStylusLeave
    Invoked when an unhandled StylusLeave attached event is raised by this element. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnStylusMove
    Invoked when an unhandled StylusMove attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnStylusOutOfRange
    Invoked when an unhandled StylusOutOfRange attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnStylusSystemGesture
    Invoked when an unhandled StylusSystemGesture attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnStylusUp
    Invoked when an unhandled StylusUp attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnTemplateChanged
    Called whenever the control's template changes.
    (Inherited from Control.)
    Protected methodOnTextInput
    Invoked when an unhandled TextInput attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnToolTipClosing
    Invoked whenever an unhandled ToolTipClosing routed event reaches this class in its route. Implement this method to add class handling for this event.
    (Inherited from FrameworkElement.)
    Protected methodOnToolTipOpening
    Invoked whenever the ToolTipOpening routed event reaches this class in its route. Implement this method to add class handling for this event.
    (Inherited from FrameworkElement.)
    Protected methodOnTouchDown
    Provides class handling for the TouchDown routed event that occurs when a touch presses inside this element.
    (Inherited from UIElement.)
    Protected methodOnTouchEnter
    Provides class handling for the TouchEnter routed event that occurs when a touch moves from outside to inside the bounds of this element.
    (Inherited from UIElement.)
    Protected methodOnTouchLeave
    Provides class handling for the TouchLeave routed event that occurs when a touch moves from inside to outside the bounds of this UIElement.
    (Inherited from UIElement.)
    Protected methodOnTouchMove
    Provides class handling for the TouchMove routed event that occurs when a touch moves while inside this element.
    (Inherited from UIElement.)
    Protected methodOnTouchUp
    Provides class handling for the TouchUp routed event that occurs when a touch is released inside this element.
    (Inherited from UIElement.)
    Protected methodOnVisualChildrenChanged
    Called when the VisualCollection of the visual object is modified.
    (Inherited from Visual.)
    Protected methodOnVisualParentChanged
    Called when the parent of the window is changed.
    (Inherited from Window.)
    Protected methodParentLayoutInvalidated
    Supports incremental layout implementations in specialized subclasses of FrameworkElement. ParentLayoutInvalidated(UIElement) is invoked when a child element has invalidated a property that is marked in metadata as affecting the parent's measure or arrange passes during layout.
    (Inherited from FrameworkElement.)
    Public methodPointFromScreen
    Converts a Point in screen coordinates into a Point that represents the current coordinate system of the Visual.
    (Inherited from Visual.)
    Public methodPointToScreen
    Converts a Point that represents the current coordinate system of the Visual into a Point in screen coordinates.
    (Inherited from Visual.)
    Public methodPredictFocus
    Determines the next element that would receive focus relative to this element for a provided focus movement direction, but does not actually move the focus.
    (Inherited from FrameworkElement.)
    Public methodRaiseEvent
    Raises a specific routed event. The RoutedEvent to be raised is identified within the RoutedEventArgs instance that is provided (as the RoutedEvent property of that event data).
    (Inherited from UIElement.)
    Public methodReadLocalValue
    Returns the local value of a dependency property, if it exists.
    (Inherited from DependencyObject.)
    Public methodRegisterName
    Provides an accessor that simplifies access to the NameScope registration method.
    (Inherited from FrameworkElement.)
    Public methodReleaseAllTouchCaptures
    Releases all captured touch devices from this element.
    (Inherited from UIElement.)
    Public methodReleaseMouseCapture
    Releases the mouse capture, if this element held the capture.
    (Inherited from UIElement.)
    Public methodReleaseStylusCapture
    Releases the stylus device capture, if this element held the capture.
    (Inherited from UIElement.)
    Public methodReleaseTouchCapture
    Attempts to release the specified touch device from this element.
    (Inherited from UIElement.)
    Public methodRemoveHandler
    Removes the specified routed event handler from this element.
    (Inherited from UIElement.)
    Protected methodRemoveLogicalChild
    Removes the provided object from this element's logical tree. FrameworkElement updates the affected logical tree parent pointers to keep in sync with this deletion.
    (Inherited from FrameworkElement.)
    Protected methodRemoveVisualChild
    Removes the parent-child relationship between two visuals.
    (Inherited from Visual.)
    Public methodSetBinding(DependencyProperty, BindingBase)
    Attaches a binding to this element, based on the provided binding object.
    (Inherited from FrameworkElement.)
    Public methodSetBinding(DependencyProperty, String)
    Attaches a binding to this element, based on the provided source property name as a path qualification to the data source.
    (Inherited from FrameworkElement.)
    Public methodSetCurrentValue
    Sets the value of a dependency property without changing its value source.
    (Inherited from DependencyObject.)
    Public methodSetResourceReference
    Searches for a resource with the specified name and sets up a resource reference to it for the specified property.
    (Inherited from FrameworkElement.)
    Public methodSetValue(DependencyProperty, Object)
    Sets the local value of a dependency property, specified by its dependency property identifier.
    (Inherited from DependencyObject.)
    Public methodSetValue(DependencyPropertyKey, Object)
    Sets the local value of a read-only dependency property, specified by the DependencyPropertyKey identifier of the dependency property.
    (Inherited from DependencyObject.)
    Public methodShouldSerializeCommandBindings
    Returns whether serialization processes should serialize the contents of the CommandBindings property on instances of this class.
    (Inherited from UIElement.)
    Public methodShouldSerializeContent
    Indicates whether the Content property should be persisted.
    (Inherited from ContentControl.)
    Public methodShouldSerializeInputBindings
    Returns whether serialization processes should serialize the contents of the InputBindings property on instances of this class.
    (Inherited from UIElement.)
    Protected methodShouldSerializeProperty
    Returns a value that indicates whether serialization processes should serialize the value for the provided dependency property.
    (Inherited from DependencyObject.)
    Public methodShouldSerializeResources
    Returns whether serialization processes should serialize the contents of the Resources property.
    (Inherited from FrameworkElement.)
    Public methodShouldSerializeStyle
    Returns whether serialization processes should serialize the contents of the Style property.
    (Inherited from FrameworkElement.)
    Public methodShouldSerializeTriggers
    Returns whether serialization processes should serialize the contents of the Triggers property.
    (Inherited from FrameworkElement.)
    Public methodShow
    Opens a window and returns without waiting for the newly opened window to close.
    (Inherited from Window.)
    Public methodShowDialog
    Opens a window and returns only when the newly opened window is closed.
    (Inherited from Window.)
    Public methodToString
    Returns the string representation of a Control object.
    (Inherited from Control.)
    Public methodTransformToAncestor(Visual)
    Returns a transform that can be used to transform coordinates from the Visual to the specified Visual ancestor of the visual object.
    (Inherited from Visual.)
    Public methodTransformToAncestor(Visual3D)
    Returns a transform that can be used to transform coordinates from the Visual to the specified Visual3D ancestor of the visual object.
    (Inherited from Visual.)
    Public methodTransformToDescendant
    Returns a transform that can be used to transform coordinates from the Visual to the specified visual object descendant.
    (Inherited from Visual.)
    Public methodTransformToVisual
    Returns a transform that can be used to transform coordinates from the Visual to the specified visual object.
    (Inherited from Visual.)
    Public methodTranslatePoint
    Translates a point relative to this element to coordinates that are relative to the specified element.
    (Inherited from UIElement.)
    Public methodTryFindResource
    Searches for a resource with the specified key, and returns that resource if found.
    (Inherited from FrameworkElement.)
    Public methodUnregisterName
    Simplifies access to the NameScope de-registration method.
    (Inherited from FrameworkElement.)
    Public methodUpdateLayout
    Ensures that all visual child elements of this element are properly updated for layout.
    (Inherited from UIElement.)
    Public methodVerifyAccess
    Enforces that the calling thread has access to this DispatcherObject.
    (Inherited from DispatcherObject.)
    Top
    Properties
    -   - NameDescription
    Public propertyActualHeight
    Gets the rendered height of this element.
    (Inherited from FrameworkElement.)
    Public propertyActualWidth
    Gets the rendered width of this element.
    (Inherited from FrameworkElement.)
    Public propertyAllowDrop
    Gets or sets a value indicating whether this element can be used as the target of a drag-and-drop operation.
    (Inherited from UIElement.)
    Public propertyAllowsTransparency
    Gets or sets a value that indicates whether a window's client area supports transparency.
    (Inherited from Window.)
    Public propertyAreAnyTouchesCaptured
    Gets a value that indicates whether at least one touch is captured to this element.
    (Inherited from UIElement.)
    Public propertyAreAnyTouchesCapturedWithin
    Gets a value that indicates whether at least one touch is captured to this element or to any child elements in its visual tree.
    (Inherited from UIElement.)
    Public propertyAreAnyTouchesDirectlyOver
    Gets a value that indicates whether at least one touch is pressed over this element.
    (Inherited from UIElement.)
    Public propertyAreAnyTouchesOver
    Gets a value that indicates whether at least one touch is pressed over this element or any child elements in its visual tree.
    (Inherited from UIElement.)
    Public propertyBackground
    Gets or sets a brush that describes the background of a control.
    (Inherited from Control.)
    Public propertyBindingGroup
    Gets or sets the BindingGroup that is used for the element.
    (Inherited from FrameworkElement.)
    Public propertyBitmapEffect Obsolete.
    Gets or sets a bitmap effect that applies directly to the rendered content for this element.
    (Inherited from UIElement.)
    Public propertyBitmapEffectInput Obsolete.
    Gets or sets an input source for the bitmap effect that applies directly to the rendered content for this element.
    (Inherited from UIElement.)
    Public propertyBorderBrush
    Gets or sets a brush that describes the border background of a control.
    (Inherited from Control.)
    Public propertyBorderThickness
    Gets or sets the border thickness of a control.
    (Inherited from Control.)
    Public propertyCacheMode
    Gets or sets a cached representation of the UIElement.
    (Inherited from UIElement.)
    Public propertyClip
    Gets or sets the geometry used to define the outline of the contents of an element.
    (Inherited from UIElement.)
    Public propertyClipToBounds
    Gets or sets a value indicating whether to clip the content of this element (or content coming from the child elements of this element) to fit into the size of the containing element.
    (Inherited from UIElement.)
    Public propertyCommandBindings
    Gets a collection of CommandBinding objects associated with this element. A CommandBinding enables command handling for this element, and declares the linkage between a command, its events, and the handlers attached by this element.
    (Inherited from UIElement.)
    Public propertyContent
    Gets or sets the content of a ContentControl.
    (Inherited from ContentControl.)
    Public propertyContentStringFormat
    Gets or sets a composite string that specifies how to format the Content property if it is displayed as a string.
    (Inherited from ContentControl.)
    Public propertyContentTemplate
    Gets or sets the data template used to display the content of the ContentControl.
    (Inherited from ContentControl.)
    Public propertyContentTemplateSelector
    Gets or sets a template selector that enables an application writer to provide custom template-selection logic.
    (Inherited from ContentControl.)
    Public propertyContextMenu
    Gets or sets the context menu element that should appear whenever the context menu is requested through user interface (UI) from within this element.
    (Inherited from FrameworkElement.)
    Public propertyCursor
    Gets or sets the cursor that displays when the mouse pointer is over this element.
    (Inherited from FrameworkElement.)
    Public propertyDataContext
    Gets or sets the data context for an element when it participates in data binding.
    (Inherited from FrameworkElement.)
    Protected propertyDefaultStyleKey
    Gets or sets the key to use to reference the style for this control, when theme styles are used or defined.
    (Inherited from FrameworkElement.)
    Public propertyDependencyObjectType
    Gets the DependencyObjectType that wraps the CLR type of this instance. 
    (Inherited from DependencyObject.)
    Public propertyDesiredSize
    Gets the size that this element computed during the measure pass of the layout process.
    (Inherited from UIElement.)
    Public propertyDialogResult
    Gets or sets the dialog result value, which is the value that is returned from the ShowDialog method.
    (Inherited from Window.)
    Public propertyDispatcher
    Gets the Dispatcher this DispatcherObject is associated with.
    (Inherited from DispatcherObject.)
    Public propertyEffect
    Gets or sets the bitmap effect to apply to the UIElement.
    (Inherited from UIElement.)
    Public propertyFlowDirection
    Gets or sets the direction that text and other user interface (UI) elements flow within any parent element that controls their layout.
    (Inherited from FrameworkElement.)
    Public propertyFocusable
    Gets or sets a value that indicates whether the element can receive focus.
    (Inherited from UIElement.)
    Public propertyFocusVisualStyle
    Gets or sets a property that enables customization of appearance, effects, or other style characteristics that will apply to this element when it captures keyboard focus.
    (Inherited from FrameworkElement.)
    Public propertyFontFamily
    Gets or sets the font family of the control.
    (Inherited from Control.)
    Public propertyFontSize
    Gets or sets the font size.
    (Inherited from Control.)
    Public propertyFontStretch
    Gets or sets the degree to which a font is condensed or expanded on the screen.
    (Inherited from Control.)
    Public propertyFontStyle
    Gets or sets the font style.
    (Inherited from Control.)
    Public propertyFontWeight
    Gets or sets the weight or thickness of the specified font.
    (Inherited from Control.)
    Public propertyForceCursor
    Gets or sets a value that indicates whether this FrameworkElement should force the user interface (UI) to render the cursor as declared by the Cursor property.
    (Inherited from FrameworkElement.)
    Public propertyForeground
    Gets or sets a brush that describes the foreground color.
    (Inherited from Control.)
    Protected propertyHandlesScrolling
    Gets a value that indicates whether a control supports scrolling.
    (Inherited from Control.)
    Public propertyHasAnimatedProperties
    Gets a value indicating whether this element has any animated properties.
    (Inherited from UIElement.)
    Public propertyHasContent
    Gets a value that indicates whether the ContentControl contains content.
    (Inherited from ContentControl.)
    Public propertyHeight
    Gets or sets the suggested height of the element.
    (Inherited from FrameworkElement.)
    Public propertyHorizontalAlignment
    Gets or sets the horizontal alignment characteristics applied to this element when it is composed within a parent element, such as a panel or items control.
    (Inherited from FrameworkElement.)
    Public propertyHorizontalContentAlignment
    Gets or sets the horizontal alignment of the control's content.
    (Inherited from Control.)
    Public propertyIcon
    Gets or sets a window's icon.
    (Inherited from Window.)
    Protected propertyInheritanceBehavior
    Gets or sets the scope limits for property value inheritance and resource key lookup.
    (Inherited from FrameworkElement.)
    Public propertyInputBindings
    Gets the collection of input bindings associated with this element.
    (Inherited from UIElement.)
    Public propertyInputScope
    Gets or sets the context for input used by this FrameworkElement.
    (Inherited from FrameworkElement.)
    Public propertyIsActive
    Gets a value that indicates whether the window is active.
    (Inherited from Window.)
    Public propertyIsArrangeValid
    Gets a value indicating whether the computed size and position of child elements in this element's layout are valid.
    (Inherited from UIElement.)
    Public propertyIsEnabled
    Gets or sets a value indicating whether this element is enabled in the user interface (UI).  
    (Inherited from UIElement.)
    Protected propertyIsEnabledCore
    Gets a value that becomes the return value of IsEnabled in derived classes.
    (Inherited from UIElement.)
    Public propertyIsFocused
    Gets a value that determines whether this element has logical focus.
    (Inherited from UIElement.)
    Public propertyIsHitTestVisible
    Gets or sets a value that declares whether this element can possibly be returned as a hit test result from some portion of its rendered content.
    (Inherited from UIElement.)
    Public propertyIsInitialized
    Gets a value that indicates whether this element has been initialized, either during processing by a XAML processor, or by explicitly having its EndInit method called.
    (Inherited from FrameworkElement.)
    Public propertyIsInputMethodEnabled
    Gets a value indicating whether an input method system, such as an Input Method Editor (IME), is enabled for processing the input to this element.
    (Inherited from UIElement.)
    Public propertyIsKeyboardFocused
    Gets a value indicating whether this element has keyboard focus.
    (Inherited from UIElement.)
    Public propertyIsKeyboardFocusWithin
    Gets a value indicating whether keyboard focus is anywhere within the element or its visual tree child elements.
    (Inherited from UIElement.)
    Public propertyIsLoaded
    Gets a value that indicates whether this element has been loaded for presentation.
    (Inherited from FrameworkElement.)
    Public propertyIsManipulationEnabled
    Gets or sets a value that indicates whether manipulation events are enabled on this UIElement.
    (Inherited from UIElement.)
    Public propertyIsMeasureValid
    Gets a value indicating whether the current size returned by layout measure is valid.
    (Inherited from UIElement.)
    Public propertyIsMouseCaptured
    Gets a value indicating whether the mouse is captured to this element.
    (Inherited from UIElement.)
    Public propertyIsMouseCaptureWithin
    Gets a value that determines whether mouse capture is held by this element or by child elements in its visual tree.
    (Inherited from UIElement.)
    Public propertyIsMouseDirectlyOver
    Gets a value that indicates whether the position of the mouse pointer corresponds to hit test results, which take element compositing into account.
    (Inherited from UIElement.)
    Public propertyIsMouseOver
    Gets a value indicating whether the mouse pointer is located over this element (including child elements in the visual tree).
    (Inherited from UIElement.)
    Public propertyIsSealed
    Gets a value that indicates whether this instance is currently sealed (read-only).
    (Inherited from DependencyObject.)
    Public propertyIsStylusCaptured
    Gets a value indicating whether the stylus is captured by this element.
    (Inherited from UIElement.)
    Public propertyIsStylusCaptureWithin
    Gets a value that determines whether stylus capture is held by this element, or an element within the element bounds and its visual tree.
    (Inherited from UIElement.)
    Public propertyIsStylusDirectlyOver
    Gets a value that indicates whether the stylus position corresponds to hit test results, which take element compositing into account.
    (Inherited from UIElement.)
    Public propertyIsStylusOver
    Gets a value indicating whether the stylus cursor is located over this element (including visual child elements).
    (Inherited from UIElement.)
    Public propertyIsTabStop
    Gets or sets a value that indicates whether a control is included in tab navigation.
    (Inherited from Control.)
    Public propertyIsVisible
    Gets a value indicating whether this element is visible in the user interface (UI).  
    (Inherited from UIElement.)
    Public propertyLanguage
    Gets or sets localization/globalization language information that applies to an element.
    (Inherited from FrameworkElement.)
    Public propertyLayoutTransform
    Gets or sets a graphics transformation that should apply to this element when layout is performed.
    (Inherited from FrameworkElement.)
    Public propertyLeft
    Gets or sets the position of the window's left edge, in relation to the desktop.
    (Inherited from Window.)
    Protected propertyLogicalChildren
    Gets an enumerator for a window's logical child elements.
    (Inherited from Window.)
    Public propertyMargin
    Gets or sets the outer margin of an element.
    (Inherited from FrameworkElement.)
    Public propertyMaxHeight
    Gets or sets the maximum height constraint of the element.
    (Inherited from FrameworkElement.)
    Public propertyMaxWidth
    Gets or sets the maximum width constraint of the element.
    (Inherited from FrameworkElement.)
    Public propertyMinHeight
    Gets or sets the minimum height constraint of the element.
    (Inherited from FrameworkElement.)
    Public propertyMinWidth
    Gets or sets the minimum width constraint of the element.
    (Inherited from FrameworkElement.)
    Public propertyName
    Gets or sets the identifying name of the element. The name provides a reference so that code-behind, such as event handler code, can refer to a markup element after it is constructed during processing by a XAML processor.
    (Inherited from FrameworkElement.)
    Public propertyOpacity
    Gets or sets the opacity factor applied to the entire UIElement when it is rendered in the user interface (UI).  
    (Inherited from UIElement.)
    Public propertyOpacityMask
    Gets or sets an opacity mask, as a Brush implementation that is applied to any alpha-channel masking for the rendered content of this element.
    (Inherited from UIElement.)
    Public propertyOverridesDefaultStyle
    Gets or sets a value that indicates whether this element incorporates style properties from theme styles.
    (Inherited from FrameworkElement.)
    Public propertyOwnedWindows
    Gets a collection of windows for which this window is the owner.
    (Inherited from Window.)
    Public propertyOwner
    Gets or sets the Window that owns this Window.
    (Inherited from Window.)
    Public propertyPadding
    Gets or sets the padding inside a control.
    (Inherited from Control.)
    Public propertyParent
    Gets the logical parent element of this element.
    (Inherited from FrameworkElement.)
    Public propertyPersistId Obsolete.
    Gets a value that uniquely identifies this element.
    (Inherited from UIElement.)
    Public propertyRenderSize
    Gets (or sets, but see Remarks) the final render size of this element.
    (Inherited from UIElement.)
    Public propertyRenderTransform
    Gets or sets transform information that affects the rendering position of this element.
    (Inherited from UIElement.)
    Public propertyRenderTransformOrigin
    Gets or sets the center point of any possible render transform declared by RenderTransform, relative to the bounds of the element.
    (Inherited from UIElement.)
    Public propertyResizeMode
    Gets or sets the resize mode.
    (Inherited from Window.)
    Public propertyResources
    Gets or sets the locally-defined resource dictionary.
    (Inherited from FrameworkElement.)
    Public propertyRestoreBounds
    Gets the size and location of a window before being either minimized or maximized.
    (Inherited from Window.)
    Public propertyShowActivated
    Gets or sets a value that indicates whether a window is activated when first shown.
    (Inherited from Window.)
    Public propertyShowInTaskbar
    Gets or sets a value that indicates whether the window has a task bar button.
    (Inherited from Window.)
    Public propertySizeToContent
    Gets or sets a value that indicates whether a window will automatically size itself to fit the size of its content.
    (Inherited from Window.)
    Public propertySnapsToDevicePixels
    Gets or sets a value that determines whether rendering for this element should use device-specific pixel settings during rendering.
    (Inherited from UIElement.)
    Public propertyStyle
    Gets or sets the style used by this element when it is rendered.
    (Inherited from FrameworkElement.)
    Protected propertyStylusPlugIns
    Gets a collection of all stylus plug-in (customization) objects associated with this element.
    (Inherited from UIElement.)
    Public propertyTabIndex
    Gets or sets a value that determines the order in which elements receive focus when the user navigates through controls by using the TAB key.
    (Inherited from Control.)
    Public propertyTag
    Gets or sets an arbitrary object value that can be used to store custom information about this element.
    (Inherited from FrameworkElement.)
    Public propertyTaskbarItemInfo
    Gets or sets the Windows 7 taskbar thumbnail for the Window.
    (Inherited from Window.)
    Public propertyTemplate
    Gets or sets a control template.
    (Inherited from Control.)
    Public propertyTemplatedParent
    Gets a reference to the template parent of this element. This property is not relevant if the element was not created through a template.
    (Inherited from FrameworkElement.)
    Public propertyTitle
    Gets or sets a window's title.
    (Inherited from Window.)
    Public propertyToolTip
    Gets or sets the tool-tip object that is displayed for this element in the user interface (UI).
    (Inherited from FrameworkElement.)
    Public propertyTop
    Gets or sets the position of the window's top edge, in relation to the desktop.
    (Inherited from Window.)
    Public propertyTopmost
    Gets or sets a value that indicates whether a window appears in the topmost z-order.
    (Inherited from Window.)
    Public propertyTouchesCaptured
    Gets all touch devices that are captured to this element.
    (Inherited from UIElement.)
    Public propertyTouchesCapturedWithin
    Gets all touch devices that are captured to this element or any child elements in its visual tree.
    (Inherited from UIElement.)
    Public propertyTouchesDirectlyOver
    Gets all touch devices that are over this element.
    (Inherited from UIElement.)
    Public propertyTouchesOver
    Gets all touch devices that are over this element or any child elements in its visual tree.
    (Inherited from UIElement.)
    Public propertyTriggers
    Gets the collection of triggers established directly on this element, or in child elements.
    (Inherited from FrameworkElement.)
    Public propertyUid
    Gets or sets the Uid for this element.
    (Inherited from UIElement.)
    Public propertyUseLayoutRounding
    Gets or sets a value that indicates whether layout rounding should be applied to this element's size and position during layout.
    (Inherited from FrameworkElement.)
    Public propertyVerticalAlignment
    Gets or sets the vertical alignment characteristics applied to this element when it is composed within a parent element such as a panel or items control.
    (Inherited from FrameworkElement.)
    Public propertyVerticalContentAlignment
    Gets or sets the vertical alignment of the control's content.
    (Inherited from Control.)
    Public propertyVisibility
    Gets or sets the user interface (UI) visibility of this element.  
    (Inherited from UIElement.)
    Protected propertyVisualBitmapEffect Obsolete.
    Gets or sets the BitmapEffect value for the Visual.
    (Inherited from Visual.)
    Protected propertyVisualBitmapEffectInput Obsolete.
    Gets or sets the BitmapEffectInput value for the Visual.
    (Inherited from Visual.)
    Protected propertyVisualBitmapScalingMode
    Gets or sets the BitmapScalingMode for the Visual.
    (Inherited from Visual.)
    Protected propertyVisualCacheMode
    Gets or sets a cached representation of the Visual.
    (Inherited from Visual.)
    Protected propertyVisualChildrenCount
    Gets the number of visual child elements within this element.
    (Inherited from FrameworkElement.)
    Protected propertyVisualClearTypeHint
    Gets or sets the ClearTypeHint that determines how ClearType is rendered in the Visual.
    (Inherited from Visual.)
    Protected propertyVisualClip
    Gets or sets the clip region of the Visual as a Geometry value.
    (Inherited from Visual.)
    Protected propertyVisualEdgeMode
    Gets or sets the edge mode of the Visual as an EdgeMode value.
    (Inherited from Visual.)
    Protected propertyVisualEffect
    Gets or sets the bitmap effect to apply to the Visual.
    (Inherited from Visual.)
    Protected propertyVisualOffset
    Gets or sets the offset value of the visual object.
    (Inherited from Visual.)
    Protected propertyVisualOpacity
    Gets or sets the opacity of the Visual.
    (Inherited from Visual.)
    Protected propertyVisualOpacityMask
    Gets or sets the Brush value that represents the opacity mask of the Visual.
    (Inherited from Visual.)
    Protected propertyVisualParent
    Gets the visual tree parent of the visual object.
    (Inherited from Visual.)
    Protected propertyVisualScrollableAreaClip
    Gets or sets a clipped scrollable area for the Visual.
    (Inherited from Visual.)
    Protected propertyVisualTextHintingMode
    Gets or sets the TextHintingMode of the Visual.
    (Inherited from Visual.)
    Protected propertyVisualTextRenderingMode
    Gets or sets the TextRenderingMode of the Visual.
    (Inherited from Visual.)
    Protected propertyVisualTransform
    Gets or sets the Transform value for the Visual.
    (Inherited from Visual.)
    Protected propertyVisualXSnappingGuidelines
    Gets or sets the x-coordinate (vertical) guideline collection.
    (Inherited from Visual.)
    Protected propertyVisualYSnappingGuidelines
    Gets or sets the y-coordinate (horizontal) guideline collection.
    (Inherited from Visual.)
    Public propertyWidth
    Gets or sets the width of the element.
    (Inherited from FrameworkElement.)
    Public propertyWindowStartupLocation
    Gets or sets the position of the window when first shown.
    (Inherited from Window.)
    Public propertyWindowState
    Gets or sets a value that indicates whether a window is restored, minimized, or maximized.
    (Inherited from Window.)
    Public propertyWindowStyle
    Gets or sets a window's border style.
    (Inherited from Window.)
    Top
    Events
    -   - NameDescription
    Public eventActivated
    Occurs when a window becomes the foreground window.
    (Inherited from Window.)
    Public eventClosed
    Occurs when the window is about to close.
    (Inherited from Window.)
    Public eventClosing
    Occurs directly after Close is called, and can be handled to cancel window closure.
    (Inherited from Window.)
    Public eventContentRendered
    Occurs after a window's content has been rendered.
    (Inherited from Window.)
    Public eventContextMenuClosing
    Occurs just before any context menu on the element is closed.
    (Inherited from FrameworkElement.)
    Public eventContextMenuOpening
    Occurs when any context menu on the element is opened.
    (Inherited from FrameworkElement.)
    Public eventDataContextChanged
    Occurs when the data context for this element changes.
    (Inherited from FrameworkElement.)
    Public eventDeactivated
    Occurs when a window becomes a background window.
    (Inherited from Window.)
    Public eventDragEnter
    Occurs when the input system reports an underlying drag event with this element as the drag target.
    (Inherited from UIElement.)
    Public eventDragLeave
    Occurs when the input system reports an underlying drag event with this element as the drag origin.
    (Inherited from UIElement.)
    Public eventDragOver
    Occurs when the input system reports an underlying drag event with this element as the potential drop target.
    (Inherited from UIElement.)
    Public eventDrop
    Occurs when the input system reports an underlying drop event with this element as the drop target.
    (Inherited from UIElement.)
    Public eventFocusableChanged
    Occurs when the value of the Focusable property changes.
    (Inherited from UIElement.)
    Public eventGiveFeedback
    Occurs when the input system reports an underlying drag-and-drop event that involves this element.
    (Inherited from UIElement.)
    Public eventGotFocus
    Occurs when this element gets logical focus.
    (Inherited from UIElement.)
    Public eventGotKeyboardFocus
    Occurs when the keyboard is focused on this element.
    (Inherited from UIElement.)
    Public eventGotMouseCapture
    Occurs when this element captures the mouse.
    (Inherited from UIElement.)
    Public eventGotStylusCapture
    Occurs when this element captures the stylus.
    (Inherited from UIElement.)
    Public eventGotTouchCapture
    Occurs when a touch is captured to this element.
    (Inherited from UIElement.)
    Public eventInitialized
    Occurs when this FrameworkElement is initialized. This event coincides with cases where the value of the IsInitialized property changes from false (or undefined) to true.
    (Inherited from FrameworkElement.)
    Public eventIsEnabledChanged
    Occurs when the value of the IsEnabled property on this element changes.
    (Inherited from UIElement.)
    Public eventIsHitTestVisibleChanged
    Occurs when the value of the IsHitTestVisible dependency property changes on this element.
    (Inherited from UIElement.)
    Public eventIsKeyboardFocusedChanged
    Occurs when the value of the IsKeyboardFocused property changes on this element.
    (Inherited from UIElement.)
    Public eventIsKeyboardFocusWithinChanged
    Occurs when the value of the IsKeyboardFocusWithinChanged property changes on this element.
    (Inherited from UIElement.)
    Public eventIsMouseCapturedChanged
    Occurs when the value of the IsMouseCaptured property changes on this element.
    (Inherited from UIElement.)
    Public eventIsMouseCaptureWithinChanged
    Occurs when the value of the IsMouseCaptureWithinProperty changes on this element.
    (Inherited from UIElement.)
    Public eventIsMouseDirectlyOverChanged
    Occurs when the value of the IsMouseDirectlyOver property changes on this element.
    (Inherited from UIElement.)
    Public eventIsStylusCapturedChanged
    Occurs when the value of the IsStylusCaptured property changes on this element.
    (Inherited from UIElement.)
    Public eventIsStylusCaptureWithinChanged
    Occurs when the value of the IsStylusCaptureWithin property changes on this element.
    (Inherited from UIElement.)
    Public eventIsStylusDirectlyOverChanged
    Occurs when the value of the IsStylusDirectlyOver property changes on this element.
    (Inherited from UIElement.)
    Public eventIsVisibleChanged
    Occurs when the value of the IsVisible property changes on this element.
    (Inherited from UIElement.)
    Public eventKeyDown
    Occurs when a key is pressed while focus is on this element.
    (Inherited from UIElement.)
    Public eventKeyUp
    Occurs when a key is released while focus is on this element.
    (Inherited from UIElement.)
    Public eventLayoutUpdated
    Occurs when the layout of the various visual elements associated with the current Dispatcher changes.
    (Inherited from UIElement.)
    Public eventLoaded
    Occurs when the element is laid out, rendered, and ready for interaction.
    (Inherited from FrameworkElement.)
    Public eventLocationChanged
    Occurs when the window's location changes.
    (Inherited from Window.)
    Public eventLostFocus
    Occurs when this element loses logical focus.
    (Inherited from UIElement.)
    Public eventLostKeyboardFocus
    Occurs when the keyboard is no longer focused on this element,.
    (Inherited from UIElement.)
    Public eventLostMouseCapture
    Occurs when this element loses mouse capture.
    (Inherited from UIElement.)
    Public eventLostStylusCapture
    Occurs when this element loses stylus capture.
    (Inherited from UIElement.)
    Public eventLostTouchCapture
    Occurs when this element loses a touch capture.
    (Inherited from UIElement.)
    Public eventManipulationBoundaryFeedback
    Occurs when the manipulation encounters a boundary.
    (Inherited from UIElement.)
    Public eventManipulationCompleted
    Occurs when a manipulation and inertia on the UIElement object is complete.
    (Inherited from UIElement.)
    Public eventManipulationDelta
    Occurs when the input device changes position during a manipulation.
    (Inherited from UIElement.)
    Public eventManipulationInertiaStarting
    Occurs when the input device loses contact with the UIElement object during a manipulation and inertia begins.
    (Inherited from UIElement.)
    Public eventManipulationStarted
    Occurs when an input device begins a manipulation on the UIElement object.
    (Inherited from UIElement.)
    Public eventManipulationStarting
    Occurs when the manipulation processor is first created.
    (Inherited from UIElement.)
    Public eventMouseDoubleClick
    Occurs when a mouse button is clicked two or more times.
    (Inherited from Control.)
    Public eventMouseDown
    Occurs when any mouse button is pressed while the pointer is over this element.
    (Inherited from UIElement.)
    Public eventMouseEnter
    Occurs when the mouse pointer enters the bounds of this element.
    (Inherited from UIElement.)
    Public eventMouseLeave
    Occurs when the mouse pointer leaves the bounds of this element.
    (Inherited from UIElement.)
    Public eventMouseLeftButtonDown
    Occurs when the left mouse button is pressed while the mouse pointer is over this element.
    (Inherited from UIElement.)
    Public eventMouseLeftButtonUp
    Occurs when the left mouse button is released while the mouse pointer is over this element.
    (Inherited from UIElement.)
    Public eventMouseMove
    Occurs when the mouse pointer moves while over this element.
    (Inherited from UIElement.)
    Public eventMouseRightButtonDown
    Occurs when the right mouse button is pressed while the mouse pointer is over this element.
    (Inherited from UIElement.)
    Public eventMouseRightButtonUp
    Occurs when the right mouse button is released while the mouse pointer is over this element.
    (Inherited from UIElement.)
    Public eventMouseUp
    Occurs when any mouse button is released over this element.
    (Inherited from UIElement.)
    Public eventMouseWheel
    Occurs when the user rotates the mouse wheel while the mouse pointer is over this element.
    (Inherited from UIElement.)
    Public eventPreviewDragEnter
    Occurs when the input system reports an underlying drag event with this element as the drag target.
    (Inherited from UIElement.)
    Public eventPreviewDragLeave
    Occurs when the input system reports an underlying drag event with this element as the drag origin.
    (Inherited from UIElement.)
    Public eventPreviewDragOver
    Occurs when the input system reports an underlying drag event with this element as the potential drop target.
    (Inherited from UIElement.)
    Public eventPreviewDrop
    Occurs when the input system reports an underlying drop event with this element as the drop target.
    (Inherited from UIElement.)
    Public eventPreviewGiveFeedback
    Occurs when a drag-and-drop operation is started.
    (Inherited from UIElement.)
    Public eventPreviewGotKeyboardFocus
    Occurs when the keyboard is focused on this element.
    (Inherited from UIElement.)
    Public eventPreviewKeyDown
    Occurs when a key is pressed while focus is on this element.
    (Inherited from UIElement.)
    Public eventPreviewKeyUp
    Occurs when a key is released while focus is on this element.
    (Inherited from UIElement.)
    Public eventPreviewLostKeyboardFocus
    Occurs when the keyboard is no longer focused on this element.
    (Inherited from UIElement.)
    Public eventPreviewMouseDoubleClick
    Occurs when a user clicks the mouse button two or more times.
    (Inherited from Control.)
    Public eventPreviewMouseDown
    Occurs when any mouse button is pressed while the pointer is over this element.
    (Inherited from UIElement.)
    Public eventPreviewMouseLeftButtonDown
    Occurs when the left mouse button is pressed while the mouse pointer is over this element.
    (Inherited from UIElement.)
    Public eventPreviewMouseLeftButtonUp
    Occurs when the left mouse button is released while the mouse pointer is over this element.
    (Inherited from UIElement.)
    Public eventPreviewMouseMove
    Occurs when the mouse pointer moves while the mouse pointer is over this element.
    (Inherited from UIElement.)
    Public eventPreviewMouseRightButtonDown
    Occurs when the right mouse button is pressed while the mouse pointer is over this element.
    (Inherited from UIElement.)
    Public eventPreviewMouseRightButtonUp
    Occurs when the right mouse button is released while the mouse pointer is over this element.
    (Inherited from UIElement.)
    Public eventPreviewMouseUp
    Occurs when any mouse button is released while the mouse pointer is over this element.
    (Inherited from UIElement.)
    Public eventPreviewMouseWheel
    Occurs when the user rotates the mouse wheel while the mouse pointer is over this element.
    (Inherited from UIElement.)
    Public eventPreviewQueryContinueDrag
    Occurs when there is a change in the keyboard or mouse button state during a drag-and-drop operation.
    (Inherited from UIElement.)
    Public eventPreviewStylusButtonDown
    Occurs when the stylus button is pressed while the pointer is over this element.
    (Inherited from UIElement.)
    Public eventPreviewStylusButtonUp
    Occurs when the stylus button is released while the pointer is over this element.
    (Inherited from UIElement.)
    Public eventPreviewStylusDown
    Occurs when the stylus touches the digitizer while it is over this element.
    (Inherited from UIElement.)
    Public eventPreviewStylusInAirMove
    Occurs when the stylus moves over an element without actually touching the digitizer.
    (Inherited from UIElement.)
    Public eventPreviewStylusInRange
    Occurs when the stylus is close enough to the digitizer to be detected, while over this element.
    (Inherited from UIElement.)
    Public eventPreviewStylusMove
    Occurs when the stylus moves while over the element. The stylus must move while being detected by the digitizer to raise this event, otherwise, PreviewStylusInAirMove is raised instead.
    (Inherited from UIElement.)
    Public eventPreviewStylusOutOfRange
    Occurs when the stylus is too far from the digitizer to be detected.
    (Inherited from UIElement.)
    Public eventPreviewStylusSystemGesture
    Occurs when a user performs one of several stylus gestures.
    (Inherited from UIElement.)
    Public eventPreviewStylusUp
    Occurs when the user raises the stylus off the digitizer while the stylus is over this element.
    (Inherited from UIElement.)
    Public eventPreviewTextInput
    Occurs when this element gets text in a device-independent manner.
    (Inherited from UIElement.)
    Public eventPreviewTouchDown
    Occurs when a finger touches the screen while the finger is over this element.
    (Inherited from UIElement.)
    Public eventPreviewTouchMove
    Occurs when a finger moves on the screen while the finger is over this element.
    (Inherited from UIElement.)
    Public eventPreviewTouchUp
    Occurs when a finger is raised off of the screen while the finger is over this element.
    (Inherited from UIElement.)
    Public eventQueryContinueDrag
    Occurs when there is a change in the keyboard or mouse button state during a drag-and-drop operation.
    (Inherited from UIElement.)
    Public eventQueryCursor
    Occurs when the cursor is requested to display. This event is raised on an element each time that the mouse pointer moves to a new location, which means the cursor object might need to be changed based on its new position.
    (Inherited from UIElement.)
    Public eventRequestBringIntoView
    Occurs when BringIntoView(Rect) is called on this element.
    (Inherited from FrameworkElement.)
    Public eventSizeChanged
    Occurs when either the ActualHeight or the ActualWidth properties change value on this element.
    (Inherited from FrameworkElement.)
    Public eventSourceInitialized
    This event is raised to support interoperation with Win32. See HwndSource.
    (Inherited from Window.)
    Public eventSourceUpdated
    Occurs when the source value changes for any existing property binding on this element.
    (Inherited from FrameworkElement.)
    Public eventStateChanged
    Occurs when the window's WindowState property changes.
    (Inherited from Window.)
    Public eventStylusButtonDown
    Occurs when the stylus button is pressed while the pointer is over this element.
    (Inherited from UIElement.)
    Public eventStylusButtonUp
    Occurs when the stylus button is released while the pointer is over this element.
    (Inherited from UIElement.)
    Public eventStylusDown
    Occurs when the stylus touches the digitizer while the stylus is over this element.
    (Inherited from UIElement.)
    Public eventStylusEnter
    Occurs when the stylus enters the bounds of this element.
    (Inherited from UIElement.)
    Public eventStylusInAirMove
    Occurs when the stylus moves over an element without actually touching the digitizer.
    (Inherited from UIElement.)
    Public eventStylusInRange
    Occurs when the stylus is close enough to the digitizer to be detected, while over this element.
    (Inherited from UIElement.)
    Public eventStylusLeave
    Occurs when the stylus leaves the bounds of the element.
    (Inherited from UIElement.)
    Public eventStylusMove
    Occurs when the stylus moves over this element. The stylus must move while on the digitizer to raise this event. Otherwise, StylusInAirMove is raised instead.
    (Inherited from UIElement.)
    Public eventStylusOutOfRange
    Occurs when the stylus is too far from the digitizer to be detected, while over this element.
    (Inherited from UIElement.)
    Public eventStylusSystemGesture
    Occurs when a user performs one of several stylus gestures.
    (Inherited from UIElement.)
    Public eventStylusUp
    Occurs when the user raises the stylus off the digitizer while it is over this element.
    (Inherited from UIElement.)
    Public eventTargetUpdated
    Occurs when the target value changes for any property binding on this element.
    (Inherited from FrameworkElement.)
    Public eventTextInput
    Occurs when this element gets text in a device-independent manner.
    (Inherited from UIElement.)
    Public eventToolTipClosing
    Occurs just before any tooltip on the element is closed.
    (Inherited from FrameworkElement.)
    Public eventToolTipOpening
    Occurs when any tooltip on the element is opened.
    (Inherited from FrameworkElement.)
    Public eventTouchDown
    Occurs when a finger touches the screen while the finger is over this element.
    (Inherited from UIElement.)
    Public eventTouchEnter
    Occurs when a touch moves from outside to inside the bounds of this element.
    (Inherited from UIElement.)
    Public eventTouchLeave
    Occurs when a touch moves from inside to outside the bounds of this element.
    (Inherited from UIElement.)
    Public eventTouchMove
    Occurs when a finger moves on the screen while the finger is over this element.
    (Inherited from UIElement.)
    Public eventTouchUp
    Occurs when a finger is raised off of the screen while the finger is over this element.
    (Inherited from UIElement.)
    Public eventUnloaded
    Occurs when the element is removed from within an element tree of loaded elements.
    (Inherited from FrameworkElement.)
    Top
    See Also
    \ No newline at end of file diff --git a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/0ae1d10c-9156-1529-fd92-51a9f667c832.htm b/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/0ae1d10c-9156-1529-fd92-51a9f667c832.htm deleted file mode 100644 index f9c7e93..0000000 --- a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/0ae1d10c-9156-1529-fd92-51a9f667c832.htm +++ /dev/null @@ -1,3 +0,0 @@ -MainWindow Events
    MainWindow Events

    The MainWindow type exposes the following members.

    Events
    -   - NameDescription
    Public eventActivated
    Occurs when a window becomes the foreground window.
    (Inherited from Window.)
    Public eventClosed
    Occurs when the window is about to close.
    (Inherited from Window.)
    Public eventClosing
    Occurs directly after Close is called, and can be handled to cancel window closure.
    (Inherited from Window.)
    Public eventContentRendered
    Occurs after a window's content has been rendered.
    (Inherited from Window.)
    Public eventContextMenuClosing
    Occurs just before any context menu on the element is closed.
    (Inherited from FrameworkElement.)
    Public eventContextMenuOpening
    Occurs when any context menu on the element is opened.
    (Inherited from FrameworkElement.)
    Public eventDataContextChanged
    Occurs when the data context for this element changes.
    (Inherited from FrameworkElement.)
    Public eventDeactivated
    Occurs when a window becomes a background window.
    (Inherited from Window.)
    Public eventDragEnter
    Occurs when the input system reports an underlying drag event with this element as the drag target.
    (Inherited from UIElement.)
    Public eventDragLeave
    Occurs when the input system reports an underlying drag event with this element as the drag origin.
    (Inherited from UIElement.)
    Public eventDragOver
    Occurs when the input system reports an underlying drag event with this element as the potential drop target.
    (Inherited from UIElement.)
    Public eventDrop
    Occurs when the input system reports an underlying drop event with this element as the drop target.
    (Inherited from UIElement.)
    Public eventFocusableChanged
    Occurs when the value of the Focusable property changes.
    (Inherited from UIElement.)
    Public eventGiveFeedback
    Occurs when the input system reports an underlying drag-and-drop event that involves this element.
    (Inherited from UIElement.)
    Public eventGotFocus
    Occurs when this element gets logical focus.
    (Inherited from UIElement.)
    Public eventGotKeyboardFocus
    Occurs when the keyboard is focused on this element.
    (Inherited from UIElement.)
    Public eventGotMouseCapture
    Occurs when this element captures the mouse.
    (Inherited from UIElement.)
    Public eventGotStylusCapture
    Occurs when this element captures the stylus.
    (Inherited from UIElement.)
    Public eventGotTouchCapture
    Occurs when a touch is captured to this element.
    (Inherited from UIElement.)
    Public eventInitialized
    Occurs when this FrameworkElement is initialized. This event coincides with cases where the value of the IsInitialized property changes from false (or undefined) to true.
    (Inherited from FrameworkElement.)
    Public eventIsEnabledChanged
    Occurs when the value of the IsEnabled property on this element changes.
    (Inherited from UIElement.)
    Public eventIsHitTestVisibleChanged
    Occurs when the value of the IsHitTestVisible dependency property changes on this element.
    (Inherited from UIElement.)
    Public eventIsKeyboardFocusedChanged
    Occurs when the value of the IsKeyboardFocused property changes on this element.
    (Inherited from UIElement.)
    Public eventIsKeyboardFocusWithinChanged
    Occurs when the value of the IsKeyboardFocusWithinChanged property changes on this element.
    (Inherited from UIElement.)
    Public eventIsMouseCapturedChanged
    Occurs when the value of the IsMouseCaptured property changes on this element.
    (Inherited from UIElement.)
    Public eventIsMouseCaptureWithinChanged
    Occurs when the value of the IsMouseCaptureWithinProperty changes on this element.
    (Inherited from UIElement.)
    Public eventIsMouseDirectlyOverChanged
    Occurs when the value of the IsMouseDirectlyOver property changes on this element.
    (Inherited from UIElement.)
    Public eventIsStylusCapturedChanged
    Occurs when the value of the IsStylusCaptured property changes on this element.
    (Inherited from UIElement.)
    Public eventIsStylusCaptureWithinChanged
    Occurs when the value of the IsStylusCaptureWithin property changes on this element.
    (Inherited from UIElement.)
    Public eventIsStylusDirectlyOverChanged
    Occurs when the value of the IsStylusDirectlyOver property changes on this element.
    (Inherited from UIElement.)
    Public eventIsVisibleChanged
    Occurs when the value of the IsVisible property changes on this element.
    (Inherited from UIElement.)
    Public eventKeyDown
    Occurs when a key is pressed while focus is on this element.
    (Inherited from UIElement.)
    Public eventKeyUp
    Occurs when a key is released while focus is on this element.
    (Inherited from UIElement.)
    Public eventLayoutUpdated
    Occurs when the layout of the various visual elements associated with the current Dispatcher changes.
    (Inherited from UIElement.)
    Public eventLoaded
    Occurs when the element is laid out, rendered, and ready for interaction.
    (Inherited from FrameworkElement.)
    Public eventLocationChanged
    Occurs when the window's location changes.
    (Inherited from Window.)
    Public eventLostFocus
    Occurs when this element loses logical focus.
    (Inherited from UIElement.)
    Public eventLostKeyboardFocus
    Occurs when the keyboard is no longer focused on this element,.
    (Inherited from UIElement.)
    Public eventLostMouseCapture
    Occurs when this element loses mouse capture.
    (Inherited from UIElement.)
    Public eventLostStylusCapture
    Occurs when this element loses stylus capture.
    (Inherited from UIElement.)
    Public eventLostTouchCapture
    Occurs when this element loses a touch capture.
    (Inherited from UIElement.)
    Public eventManipulationBoundaryFeedback
    Occurs when the manipulation encounters a boundary.
    (Inherited from UIElement.)
    Public eventManipulationCompleted
    Occurs when a manipulation and inertia on the UIElement object is complete.
    (Inherited from UIElement.)
    Public eventManipulationDelta
    Occurs when the input device changes position during a manipulation.
    (Inherited from UIElement.)
    Public eventManipulationInertiaStarting
    Occurs when the input device loses contact with the UIElement object during a manipulation and inertia begins.
    (Inherited from UIElement.)
    Public eventManipulationStarted
    Occurs when an input device begins a manipulation on the UIElement object.
    (Inherited from UIElement.)
    Public eventManipulationStarting
    Occurs when the manipulation processor is first created.
    (Inherited from UIElement.)
    Public eventMouseDoubleClick
    Occurs when a mouse button is clicked two or more times.
    (Inherited from Control.)
    Public eventMouseDown
    Occurs when any mouse button is pressed while the pointer is over this element.
    (Inherited from UIElement.)
    Public eventMouseEnter
    Occurs when the mouse pointer enters the bounds of this element.
    (Inherited from UIElement.)
    Public eventMouseLeave
    Occurs when the mouse pointer leaves the bounds of this element.
    (Inherited from UIElement.)
    Public eventMouseLeftButtonDown
    Occurs when the left mouse button is pressed while the mouse pointer is over this element.
    (Inherited from UIElement.)
    Public eventMouseLeftButtonUp
    Occurs when the left mouse button is released while the mouse pointer is over this element.
    (Inherited from UIElement.)
    Public eventMouseMove
    Occurs when the mouse pointer moves while over this element.
    (Inherited from UIElement.)
    Public eventMouseRightButtonDown
    Occurs when the right mouse button is pressed while the mouse pointer is over this element.
    (Inherited from UIElement.)
    Public eventMouseRightButtonUp
    Occurs when the right mouse button is released while the mouse pointer is over this element.
    (Inherited from UIElement.)
    Public eventMouseUp
    Occurs when any mouse button is released over this element.
    (Inherited from UIElement.)
    Public eventMouseWheel
    Occurs when the user rotates the mouse wheel while the mouse pointer is over this element.
    (Inherited from UIElement.)
    Public eventPreviewDragEnter
    Occurs when the input system reports an underlying drag event with this element as the drag target.
    (Inherited from UIElement.)
    Public eventPreviewDragLeave
    Occurs when the input system reports an underlying drag event with this element as the drag origin.
    (Inherited from UIElement.)
    Public eventPreviewDragOver
    Occurs when the input system reports an underlying drag event with this element as the potential drop target.
    (Inherited from UIElement.)
    Public eventPreviewDrop
    Occurs when the input system reports an underlying drop event with this element as the drop target.
    (Inherited from UIElement.)
    Public eventPreviewGiveFeedback
    Occurs when a drag-and-drop operation is started.
    (Inherited from UIElement.)
    Public eventPreviewGotKeyboardFocus
    Occurs when the keyboard is focused on this element.
    (Inherited from UIElement.)
    Public eventPreviewKeyDown
    Occurs when a key is pressed while focus is on this element.
    (Inherited from UIElement.)
    Public eventPreviewKeyUp
    Occurs when a key is released while focus is on this element.
    (Inherited from UIElement.)
    Public eventPreviewLostKeyboardFocus
    Occurs when the keyboard is no longer focused on this element.
    (Inherited from UIElement.)
    Public eventPreviewMouseDoubleClick
    Occurs when a user clicks the mouse button two or more times.
    (Inherited from Control.)
    Public eventPreviewMouseDown
    Occurs when any mouse button is pressed while the pointer is over this element.
    (Inherited from UIElement.)
    Public eventPreviewMouseLeftButtonDown
    Occurs when the left mouse button is pressed while the mouse pointer is over this element.
    (Inherited from UIElement.)
    Public eventPreviewMouseLeftButtonUp
    Occurs when the left mouse button is released while the mouse pointer is over this element.
    (Inherited from UIElement.)
    Public eventPreviewMouseMove
    Occurs when the mouse pointer moves while the mouse pointer is over this element.
    (Inherited from UIElement.)
    Public eventPreviewMouseRightButtonDown
    Occurs when the right mouse button is pressed while the mouse pointer is over this element.
    (Inherited from UIElement.)
    Public eventPreviewMouseRightButtonUp
    Occurs when the right mouse button is released while the mouse pointer is over this element.
    (Inherited from UIElement.)
    Public eventPreviewMouseUp
    Occurs when any mouse button is released while the mouse pointer is over this element.
    (Inherited from UIElement.)
    Public eventPreviewMouseWheel
    Occurs when the user rotates the mouse wheel while the mouse pointer is over this element.
    (Inherited from UIElement.)
    Public eventPreviewQueryContinueDrag
    Occurs when there is a change in the keyboard or mouse button state during a drag-and-drop operation.
    (Inherited from UIElement.)
    Public eventPreviewStylusButtonDown
    Occurs when the stylus button is pressed while the pointer is over this element.
    (Inherited from UIElement.)
    Public eventPreviewStylusButtonUp
    Occurs when the stylus button is released while the pointer is over this element.
    (Inherited from UIElement.)
    Public eventPreviewStylusDown
    Occurs when the stylus touches the digitizer while it is over this element.
    (Inherited from UIElement.)
    Public eventPreviewStylusInAirMove
    Occurs when the stylus moves over an element without actually touching the digitizer.
    (Inherited from UIElement.)
    Public eventPreviewStylusInRange
    Occurs when the stylus is close enough to the digitizer to be detected, while over this element.
    (Inherited from UIElement.)
    Public eventPreviewStylusMove
    Occurs when the stylus moves while over the element. The stylus must move while being detected by the digitizer to raise this event, otherwise, PreviewStylusInAirMove is raised instead.
    (Inherited from UIElement.)
    Public eventPreviewStylusOutOfRange
    Occurs when the stylus is too far from the digitizer to be detected.
    (Inherited from UIElement.)
    Public eventPreviewStylusSystemGesture
    Occurs when a user performs one of several stylus gestures.
    (Inherited from UIElement.)
    Public eventPreviewStylusUp
    Occurs when the user raises the stylus off the digitizer while the stylus is over this element.
    (Inherited from UIElement.)
    Public eventPreviewTextInput
    Occurs when this element gets text in a device-independent manner.
    (Inherited from UIElement.)
    Public eventPreviewTouchDown
    Occurs when a finger touches the screen while the finger is over this element.
    (Inherited from UIElement.)
    Public eventPreviewTouchMove
    Occurs when a finger moves on the screen while the finger is over this element.
    (Inherited from UIElement.)
    Public eventPreviewTouchUp
    Occurs when a finger is raised off of the screen while the finger is over this element.
    (Inherited from UIElement.)
    Public eventQueryContinueDrag
    Occurs when there is a change in the keyboard or mouse button state during a drag-and-drop operation.
    (Inherited from UIElement.)
    Public eventQueryCursor
    Occurs when the cursor is requested to display. This event is raised on an element each time that the mouse pointer moves to a new location, which means the cursor object might need to be changed based on its new position.
    (Inherited from UIElement.)
    Public eventRequestBringIntoView
    Occurs when BringIntoView(Rect) is called on this element.
    (Inherited from FrameworkElement.)
    Public eventSizeChanged
    Occurs when either the ActualHeight or the ActualWidth properties change value on this element.
    (Inherited from FrameworkElement.)
    Public eventSourceInitialized
    This event is raised to support interoperation with Win32. See HwndSource.
    (Inherited from Window.)
    Public eventSourceUpdated
    Occurs when the source value changes for any existing property binding on this element.
    (Inherited from FrameworkElement.)
    Public eventStateChanged
    Occurs when the window's WindowState property changes.
    (Inherited from Window.)
    Public eventStylusButtonDown
    Occurs when the stylus button is pressed while the pointer is over this element.
    (Inherited from UIElement.)
    Public eventStylusButtonUp
    Occurs when the stylus button is released while the pointer is over this element.
    (Inherited from UIElement.)
    Public eventStylusDown
    Occurs when the stylus touches the digitizer while the stylus is over this element.
    (Inherited from UIElement.)
    Public eventStylusEnter
    Occurs when the stylus enters the bounds of this element.
    (Inherited from UIElement.)
    Public eventStylusInAirMove
    Occurs when the stylus moves over an element without actually touching the digitizer.
    (Inherited from UIElement.)
    Public eventStylusInRange
    Occurs when the stylus is close enough to the digitizer to be detected, while over this element.
    (Inherited from UIElement.)
    Public eventStylusLeave
    Occurs when the stylus leaves the bounds of the element.
    (Inherited from UIElement.)
    Public eventStylusMove
    Occurs when the stylus moves over this element. The stylus must move while on the digitizer to raise this event. Otherwise, StylusInAirMove is raised instead.
    (Inherited from UIElement.)
    Public eventStylusOutOfRange
    Occurs when the stylus is too far from the digitizer to be detected, while over this element.
    (Inherited from UIElement.)
    Public eventStylusSystemGesture
    Occurs when a user performs one of several stylus gestures.
    (Inherited from UIElement.)
    Public eventStylusUp
    Occurs when the user raises the stylus off the digitizer while it is over this element.
    (Inherited from UIElement.)
    Public eventTargetUpdated
    Occurs when the target value changes for any property binding on this element.
    (Inherited from FrameworkElement.)
    Public eventTextInput
    Occurs when this element gets text in a device-independent manner.
    (Inherited from UIElement.)
    Public eventToolTipClosing
    Occurs just before any tooltip on the element is closed.
    (Inherited from FrameworkElement.)
    Public eventToolTipOpening
    Occurs when any tooltip on the element is opened.
    (Inherited from FrameworkElement.)
    Public eventTouchDown
    Occurs when a finger touches the screen while the finger is over this element.
    (Inherited from UIElement.)
    Public eventTouchEnter
    Occurs when a touch moves from outside to inside the bounds of this element.
    (Inherited from UIElement.)
    Public eventTouchLeave
    Occurs when a touch moves from inside to outside the bounds of this element.
    (Inherited from UIElement.)
    Public eventTouchMove
    Occurs when a finger moves on the screen while the finger is over this element.
    (Inherited from UIElement.)
    Public eventTouchUp
    Occurs when a finger is raised off of the screen while the finger is over this element.
    (Inherited from UIElement.)
    Public eventUnloaded
    Occurs when the element is removed from within an element tree of loaded elements.
    (Inherited from FrameworkElement.)
    Top
    See Also
    \ No newline at end of file diff --git a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/16c5f6fa-bf30-d38f-a349-c9a53f85782c.htm b/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/16c5f6fa-bf30-d38f-a349-c9a53f85782c.htm deleted file mode 100644 index 76a982f..0000000 --- a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/16c5f6fa-bf30-d38f-a349-c9a53f85782c.htm +++ /dev/null @@ -1,3 +0,0 @@ -App.InitializeComponent Method
    AppInitializeComponent Method

    [Missing <summary> documentation for "M:IntellServiceExample.App.InitializeComponent"]

    Namespace: IntellServiceExample
    Assembly: SpeechRecognitionServiceExample (in SpeechRecognitionServiceExample.exe) Version: 0.0.0.0
    Syntax
    Copy
    public void InitializeComponent()
    See Also
    \ No newline at end of file diff --git a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/1ac93736-9d9d-374b-973b-b717ce28324b.htm b/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/1ac93736-9d9d-374b-973b-b717ce28324b.htm deleted file mode 100644 index f24f9b6..0000000 --- a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/1ac93736-9d9d-374b-973b-b717ce28324b.htm +++ /dev/null @@ -1,3 +0,0 @@ -MicrosoftProjectOxfordExample Namespace
    MicrosoftProjectOxfordExample Namespace

    [Missing <summary> documentation for "N:MicrosoftProjectOxfordExample"]

    Classes
    -   - ClassDescription
    Public classMainWindow
    \ No newline at end of file diff --git a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/1e6364c6-02cc-a3de-15c8-74f991ee98dc.htm b/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/1e6364c6-02cc-a3de-15c8-74f991ee98dc.htm deleted file mode 100644 index 3925863..0000000 --- a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/1e6364c6-02cc-a3de-15c8-74f991ee98dc.htm +++ /dev/null @@ -1,3 +0,0 @@ -App Events
    App Events

    The App type exposes the following members.

    Events
    -   - NameDescription
    Public eventActivated
    Occurs when an application becomes the foreground application.
    (Inherited from Application.)
    Public eventDeactivated
    Occurs when an application stops being the foreground application.
    (Inherited from Application.)
    Public eventDispatcherUnhandledException
    Occurs when an exception is thrown by an application but not handled.
    (Inherited from Application.)
    Public eventExit
    Occurs just before an application shuts down, and cannot be canceled.
    (Inherited from Application.)
    Public eventFragmentNavigation
    Occurs when a navigator in the application begins navigation to a content fragment, Navigation occurs immediately if the desired fragment is in the current content, or after the source XAML content has been loaded if the desired fragment is in different content.
    (Inherited from Application.)
    Public eventLoadCompleted
    Occurs when content that was navigated to by a navigator in the application has been loaded, parsed, and has begun rendering.
    (Inherited from Application.)
    Public eventNavigated
    Occurs when the content that is being navigated to by a navigator in the application has been found, although it may not have completed loading.
    (Inherited from Application.)
    Public eventNavigating
    Occurs when a new navigation is requested by a navigator in the application.
    (Inherited from Application.)
    Public eventNavigationFailed
    Occurs when an error occurs while a navigator in the application is navigating to the requested content.
    (Inherited from Application.)
    Public eventNavigationProgress
    Occurs periodically during a download that is being managed by a navigator in the application to provide navigation progress information.
    (Inherited from Application.)
    Public eventNavigationStopped
    Occurs when the StopLoading method of a navigator in the application is called, or when a new navigation is requested by a navigator while a current navigation is in progress.
    (Inherited from Application.)
    Public eventSessionEnding
    Occurs when the user ends the Windows session by logging off or shutting down the operating system.
    (Inherited from Application.)
    Public eventStartup
    Occurs when the Run method of the Application object is called.
    (Inherited from Application.)
    Top
    See Also
    \ No newline at end of file diff --git a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/44b288dd-d8e5-d05c-e643-7aad44535144.htm b/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/44b288dd-d8e5-d05c-e643-7aad44535144.htm deleted file mode 100644 index 3c107fc..0000000 --- a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/44b288dd-d8e5-d05c-e643-7aad44535144.htm +++ /dev/null @@ -1,3 +0,0 @@ -App Methods
    App Methods

    The App type exposes the following members.

    Methods
    -   - NameDescription
    Public methodCheckAccess
    Determines whether the calling thread has access to this DispatcherObject.
    (Inherited from DispatcherObject.)
    Public methodEquals
    Determines whether the specified Object is equal to the current Object.
    (Inherited from Object.)
    Protected methodFinalize
    Allows an Object to attempt to free resources and perform other cleanup operations before the Object is reclaimed by garbage collection.
    (Inherited from Object.)
    Public methodFindResource
    Searches for a user interface (UI) resource, such as a Style or Brush, with the specified key, and throws an exception if the requested resource is not found (see Resources Overview).
    (Inherited from Application.)
    Public methodGetHashCode
    Serves as a hash function for a particular type.
    (Inherited from Object.)
    Public methodGetType
    Gets the Type of the current instance.
    (Inherited from Object.)
    Public methodInitializeComponent
    Public methodStatic memberMain
    Protected methodMemberwiseClone
    Creates a shallow copy of the current Object.
    (Inherited from Object.)
    Protected methodOnActivated
    Raises the Activated event.
    (Inherited from Application.)
    Protected methodOnDeactivated
    Raises the Deactivated event.
    (Inherited from Application.)
    Protected methodOnExit
    Raises the Exit event.
    (Inherited from Application.)
    Protected methodOnFragmentNavigation
    Raises the FragmentNavigation event.
    (Inherited from Application.)
    Protected methodOnLoadCompleted
    Raises the LoadCompleted event.
    (Inherited from Application.)
    Protected methodOnNavigated
    Raises the Navigated event.
    (Inherited from Application.)
    Protected methodOnNavigating
    Raises the Navigating event.
    (Inherited from Application.)
    Protected methodOnNavigationFailed
    Raises the NavigationFailed event.
    (Inherited from Application.)
    Protected methodOnNavigationProgress
    Raises the NavigationProgress event.
    (Inherited from Application.)
    Protected methodOnNavigationStopped
    Raises the NavigationStopped event.
    (Inherited from Application.)
    Protected methodOnSessionEnding
    Raises the SessionEnding event.
    (Inherited from Application.)
    Protected methodOnStartup
    Raises the Startup event.
    (Inherited from Application.)
    Public methodRun
    Starts a Windows Presentation Foundation (WPF) application.
    (Inherited from Application.)
    Public methodRun(Window)
    Starts a Windows Presentation Foundation (WPF) application and opens the specified window.
    (Inherited from Application.)
    Public methodShutdown
    Shuts down an application.
    (Inherited from Application.)
    Public methodShutdown(Int32)
    Shuts down an application that returns the specified exit code to the operating system.
    (Inherited from Application.)
    Public methodToString
    Returns a String that represents the current Object.
    (Inherited from Object.)
    Public methodTryFindResource
    Searches for the specified resource.
    (Inherited from Application.)
    Public methodVerifyAccess
    Enforces that the calling thread has access to this DispatcherObject.
    (Inherited from DispatcherObject.)
    Top
    See Also
    \ No newline at end of file diff --git a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/533010bd-1474-9db0-e414-17936db5da9d.htm b/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/533010bd-1474-9db0-e414-17936db5da9d.htm deleted file mode 100644 index 0a08956..0000000 --- a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/533010bd-1474-9db0-e414-17936db5da9d.htm +++ /dev/null @@ -1,3 +0,0 @@ -MainWindow Properties
    MainWindow Properties

    The MainWindow type exposes the following members.

    Properties
    -   - NameDescription
    Public propertyActualHeight
    Gets the rendered height of this element.
    (Inherited from FrameworkElement.)
    Public propertyActualWidth
    Gets the rendered width of this element.
    (Inherited from FrameworkElement.)
    Public propertyAllowDrop
    Gets or sets a value indicating whether this element can be used as the target of a drag-and-drop operation.
    (Inherited from UIElement.)
    Public propertyAllowsTransparency
    Gets or sets a value that indicates whether a window's client area supports transparency.
    (Inherited from Window.)
    Public propertyAreAnyTouchesCaptured
    Gets a value that indicates whether at least one touch is captured to this element.
    (Inherited from UIElement.)
    Public propertyAreAnyTouchesCapturedWithin
    Gets a value that indicates whether at least one touch is captured to this element or to any child elements in its visual tree.
    (Inherited from UIElement.)
    Public propertyAreAnyTouchesDirectlyOver
    Gets a value that indicates whether at least one touch is pressed over this element.
    (Inherited from UIElement.)
    Public propertyAreAnyTouchesOver
    Gets a value that indicates whether at least one touch is pressed over this element or any child elements in its visual tree.
    (Inherited from UIElement.)
    Public propertyBackground
    Gets or sets a brush that describes the background of a control.
    (Inherited from Control.)
    Public propertyBindingGroup
    Gets or sets the BindingGroup that is used for the element.
    (Inherited from FrameworkElement.)
    Public propertyBitmapEffect Obsolete.
    Gets or sets a bitmap effect that applies directly to the rendered content for this element.
    (Inherited from UIElement.)
    Public propertyBitmapEffectInput Obsolete.
    Gets or sets an input source for the bitmap effect that applies directly to the rendered content for this element.
    (Inherited from UIElement.)
    Public propertyBorderBrush
    Gets or sets a brush that describes the border background of a control.
    (Inherited from Control.)
    Public propertyBorderThickness
    Gets or sets the border thickness of a control.
    (Inherited from Control.)
    Public propertyCacheMode
    Gets or sets a cached representation of the UIElement.
    (Inherited from UIElement.)
    Public propertyClip
    Gets or sets the geometry used to define the outline of the contents of an element.
    (Inherited from UIElement.)
    Public propertyClipToBounds
    Gets or sets a value indicating whether to clip the content of this element (or content coming from the child elements of this element) to fit into the size of the containing element.
    (Inherited from UIElement.)
    Public propertyCommandBindings
    Gets a collection of CommandBinding objects associated with this element. A CommandBinding enables command handling for this element, and declares the linkage between a command, its events, and the handlers attached by this element.
    (Inherited from UIElement.)
    Public propertyContent
    Gets or sets the content of a ContentControl.
    (Inherited from ContentControl.)
    Public propertyContentStringFormat
    Gets or sets a composite string that specifies how to format the Content property if it is displayed as a string.
    (Inherited from ContentControl.)
    Public propertyContentTemplate
    Gets or sets the data template used to display the content of the ContentControl.
    (Inherited from ContentControl.)
    Public propertyContentTemplateSelector
    Gets or sets a template selector that enables an application writer to provide custom template-selection logic.
    (Inherited from ContentControl.)
    Public propertyContextMenu
    Gets or sets the context menu element that should appear whenever the context menu is requested through user interface (UI) from within this element.
    (Inherited from FrameworkElement.)
    Public propertyCursor
    Gets or sets the cursor that displays when the mouse pointer is over this element.
    (Inherited from FrameworkElement.)
    Public propertyDataContext
    Gets or sets the data context for an element when it participates in data binding.
    (Inherited from FrameworkElement.)
    Protected propertyDefaultStyleKey
    Gets or sets the key to use to reference the style for this control, when theme styles are used or defined.
    (Inherited from FrameworkElement.)
    Public propertyDependencyObjectType
    Gets the DependencyObjectType that wraps the CLR type of this instance. 
    (Inherited from DependencyObject.)
    Public propertyDesiredSize
    Gets the size that this element computed during the measure pass of the layout process.
    (Inherited from UIElement.)
    Public propertyDialogResult
    Gets or sets the dialog result value, which is the value that is returned from the ShowDialog method.
    (Inherited from Window.)
    Public propertyDispatcher
    Gets the Dispatcher this DispatcherObject is associated with.
    (Inherited from DispatcherObject.)
    Public propertyEffect
    Gets or sets the bitmap effect to apply to the UIElement.
    (Inherited from UIElement.)
    Public propertyFlowDirection
    Gets or sets the direction that text and other user interface (UI) elements flow within any parent element that controls their layout.
    (Inherited from FrameworkElement.)
    Public propertyFocusable
    Gets or sets a value that indicates whether the element can receive focus.
    (Inherited from UIElement.)
    Public propertyFocusVisualStyle
    Gets or sets a property that enables customization of appearance, effects, or other style characteristics that will apply to this element when it captures keyboard focus.
    (Inherited from FrameworkElement.)
    Public propertyFontFamily
    Gets or sets the font family of the control.
    (Inherited from Control.)
    Public propertyFontSize
    Gets or sets the font size.
    (Inherited from Control.)
    Public propertyFontStretch
    Gets or sets the degree to which a font is condensed or expanded on the screen.
    (Inherited from Control.)
    Public propertyFontStyle
    Gets or sets the font style.
    (Inherited from Control.)
    Public propertyFontWeight
    Gets or sets the weight or thickness of the specified font.
    (Inherited from Control.)
    Public propertyForceCursor
    Gets or sets a value that indicates whether this FrameworkElement should force the user interface (UI) to render the cursor as declared by the Cursor property.
    (Inherited from FrameworkElement.)
    Public propertyForeground
    Gets or sets a brush that describes the foreground color.
    (Inherited from Control.)
    Protected propertyHandlesScrolling
    Gets a value that indicates whether a control supports scrolling.
    (Inherited from Control.)
    Public propertyHasAnimatedProperties
    Gets a value indicating whether this element has any animated properties.
    (Inherited from UIElement.)
    Public propertyHasContent
    Gets a value that indicates whether the ContentControl contains content.
    (Inherited from ContentControl.)
    Public propertyHeight
    Gets or sets the suggested height of the element.
    (Inherited from FrameworkElement.)
    Public propertyHorizontalAlignment
    Gets or sets the horizontal alignment characteristics applied to this element when it is composed within a parent element, such as a panel or items control.
    (Inherited from FrameworkElement.)
    Public propertyHorizontalContentAlignment
    Gets or sets the horizontal alignment of the control's content.
    (Inherited from Control.)
    Public propertyIcon
    Gets or sets a window's icon.
    (Inherited from Window.)
    Protected propertyInheritanceBehavior
    Gets or sets the scope limits for property value inheritance and resource key lookup.
    (Inherited from FrameworkElement.)
    Public propertyInputBindings
    Gets the collection of input bindings associated with this element.
    (Inherited from UIElement.)
    Public propertyInputScope
    Gets or sets the context for input used by this FrameworkElement.
    (Inherited from FrameworkElement.)
    Public propertyIsActive
    Gets a value that indicates whether the window is active.
    (Inherited from Window.)
    Public propertyIsArrangeValid
    Gets a value indicating whether the computed size and position of child elements in this element's layout are valid.
    (Inherited from UIElement.)
    Public propertyIsEnabled
    Gets or sets a value indicating whether this element is enabled in the user interface (UI).  
    (Inherited from UIElement.)
    Protected propertyIsEnabledCore
    Gets a value that becomes the return value of IsEnabled in derived classes.
    (Inherited from UIElement.)
    Public propertyIsFocused
    Gets a value that determines whether this element has logical focus.
    (Inherited from UIElement.)
    Public propertyIsHitTestVisible
    Gets or sets a value that declares whether this element can possibly be returned as a hit test result from some portion of its rendered content.
    (Inherited from UIElement.)
    Public propertyIsInitialized
    Gets a value that indicates whether this element has been initialized, either during processing by a XAML processor, or by explicitly having its EndInit method called.
    (Inherited from FrameworkElement.)
    Public propertyIsInputMethodEnabled
    Gets a value indicating whether an input method system, such as an Input Method Editor (IME), is enabled for processing the input to this element.
    (Inherited from UIElement.)
    Public propertyIsKeyboardFocused
    Gets a value indicating whether this element has keyboard focus.
    (Inherited from UIElement.)
    Public propertyIsKeyboardFocusWithin
    Gets a value indicating whether keyboard focus is anywhere within the element or its visual tree child elements.
    (Inherited from UIElement.)
    Public propertyIsLoaded
    Gets a value that indicates whether this element has been loaded for presentation.
    (Inherited from FrameworkElement.)
    Public propertyIsManipulationEnabled
    Gets or sets a value that indicates whether manipulation events are enabled on this UIElement.
    (Inherited from UIElement.)
    Public propertyIsMeasureValid
    Gets a value indicating whether the current size returned by layout measure is valid.
    (Inherited from UIElement.)
    Public propertyIsMouseCaptured
    Gets a value indicating whether the mouse is captured to this element.
    (Inherited from UIElement.)
    Public propertyIsMouseCaptureWithin
    Gets a value that determines whether mouse capture is held by this element or by child elements in its visual tree.
    (Inherited from UIElement.)
    Public propertyIsMouseDirectlyOver
    Gets a value that indicates whether the position of the mouse pointer corresponds to hit test results, which take element compositing into account.
    (Inherited from UIElement.)
    Public propertyIsMouseOver
    Gets a value indicating whether the mouse pointer is located over this element (including child elements in the visual tree).
    (Inherited from UIElement.)
    Public propertyIsSealed
    Gets a value that indicates whether this instance is currently sealed (read-only).
    (Inherited from DependencyObject.)
    Public propertyIsStylusCaptured
    Gets a value indicating whether the stylus is captured by this element.
    (Inherited from UIElement.)
    Public propertyIsStylusCaptureWithin
    Gets a value that determines whether stylus capture is held by this element, or an element within the element bounds and its visual tree.
    (Inherited from UIElement.)
    Public propertyIsStylusDirectlyOver
    Gets a value that indicates whether the stylus position corresponds to hit test results, which take element compositing into account.
    (Inherited from UIElement.)
    Public propertyIsStylusOver
    Gets a value indicating whether the stylus cursor is located over this element (including visual child elements).
    (Inherited from UIElement.)
    Public propertyIsTabStop
    Gets or sets a value that indicates whether a control is included in tab navigation.
    (Inherited from Control.)
    Public propertyIsVisible
    Gets a value indicating whether this element is visible in the user interface (UI).  
    (Inherited from UIElement.)
    Public propertyLanguage
    Gets or sets localization/globalization language information that applies to an element.
    (Inherited from FrameworkElement.)
    Public propertyLayoutTransform
    Gets or sets a graphics transformation that should apply to this element when layout is performed.
    (Inherited from FrameworkElement.)
    Public propertyLeft
    Gets or sets the position of the window's left edge, in relation to the desktop.
    (Inherited from Window.)
    Protected propertyLogicalChildren
    Gets an enumerator for a window's logical child elements.
    (Inherited from Window.)
    Public propertyMargin
    Gets or sets the outer margin of an element.
    (Inherited from FrameworkElement.)
    Public propertyMaxHeight
    Gets or sets the maximum height constraint of the element.
    (Inherited from FrameworkElement.)
    Public propertyMaxWidth
    Gets or sets the maximum width constraint of the element.
    (Inherited from FrameworkElement.)
    Public propertyMinHeight
    Gets or sets the minimum height constraint of the element.
    (Inherited from FrameworkElement.)
    Public propertyMinWidth
    Gets or sets the minimum width constraint of the element.
    (Inherited from FrameworkElement.)
    Public propertyName
    Gets or sets the identifying name of the element. The name provides a reference so that code-behind, such as event handler code, can refer to a markup element after it is constructed during processing by a XAML processor.
    (Inherited from FrameworkElement.)
    Public propertyOpacity
    Gets or sets the opacity factor applied to the entire UIElement when it is rendered in the user interface (UI).  
    (Inherited from UIElement.)
    Public propertyOpacityMask
    Gets or sets an opacity mask, as a Brush implementation that is applied to any alpha-channel masking for the rendered content of this element.
    (Inherited from UIElement.)
    Public propertyOverridesDefaultStyle
    Gets or sets a value that indicates whether this element incorporates style properties from theme styles.
    (Inherited from FrameworkElement.)
    Public propertyOwnedWindows
    Gets a collection of windows for which this window is the owner.
    (Inherited from Window.)
    Public propertyOwner
    Gets or sets the Window that owns this Window.
    (Inherited from Window.)
    Public propertyPadding
    Gets or sets the padding inside a control.
    (Inherited from Control.)
    Public propertyParent
    Gets the logical parent element of this element.
    (Inherited from FrameworkElement.)
    Public propertyPersistId Obsolete.
    Gets a value that uniquely identifies this element.
    (Inherited from UIElement.)
    Public propertyRenderSize
    Gets (or sets, but see Remarks) the final render size of this element.
    (Inherited from UIElement.)
    Public propertyRenderTransform
    Gets or sets transform information that affects the rendering position of this element.
    (Inherited from UIElement.)
    Public propertyRenderTransformOrigin
    Gets or sets the center point of any possible render transform declared by RenderTransform, relative to the bounds of the element.
    (Inherited from UIElement.)
    Public propertyResizeMode
    Gets or sets the resize mode.
    (Inherited from Window.)
    Public propertyResources
    Gets or sets the locally-defined resource dictionary.
    (Inherited from FrameworkElement.)
    Public propertyRestoreBounds
    Gets the size and location of a window before being either minimized or maximized.
    (Inherited from Window.)
    Public propertyShowActivated
    Gets or sets a value that indicates whether a window is activated when first shown.
    (Inherited from Window.)
    Public propertyShowInTaskbar
    Gets or sets a value that indicates whether the window has a task bar button.
    (Inherited from Window.)
    Public propertySizeToContent
    Gets or sets a value that indicates whether a window will automatically size itself to fit the size of its content.
    (Inherited from Window.)
    Public propertySnapsToDevicePixels
    Gets or sets a value that determines whether rendering for this element should use device-specific pixel settings during rendering.
    (Inherited from UIElement.)
    Public propertyStyle
    Gets or sets the style used by this element when it is rendered.
    (Inherited from FrameworkElement.)
    Protected propertyStylusPlugIns
    Gets a collection of all stylus plug-in (customization) objects associated with this element.
    (Inherited from UIElement.)
    Public propertyTabIndex
    Gets or sets a value that determines the order in which elements receive focus when the user navigates through controls by using the TAB key.
    (Inherited from Control.)
    Public propertyTag
    Gets or sets an arbitrary object value that can be used to store custom information about this element.
    (Inherited from FrameworkElement.)
    Public propertyTaskbarItemInfo
    Gets or sets the Windows 7 taskbar thumbnail for the Window.
    (Inherited from Window.)
    Public propertyTemplate
    Gets or sets a control template.
    (Inherited from Control.)
    Public propertyTemplatedParent
    Gets a reference to the template parent of this element. This property is not relevant if the element was not created through a template.
    (Inherited from FrameworkElement.)
    Public propertyTitle
    Gets or sets a window's title.
    (Inherited from Window.)
    Public propertyToolTip
    Gets or sets the tool-tip object that is displayed for this element in the user interface (UI).
    (Inherited from FrameworkElement.)
    Public propertyTop
    Gets or sets the position of the window's top edge, in relation to the desktop.
    (Inherited from Window.)
    Public propertyTopmost
    Gets or sets a value that indicates whether a window appears in the topmost z-order.
    (Inherited from Window.)
    Public propertyTouchesCaptured
    Gets all touch devices that are captured to this element.
    (Inherited from UIElement.)
    Public propertyTouchesCapturedWithin
    Gets all touch devices that are captured to this element or any child elements in its visual tree.
    (Inherited from UIElement.)
    Public propertyTouchesDirectlyOver
    Gets all touch devices that are over this element.
    (Inherited from UIElement.)
    Public propertyTouchesOver
    Gets all touch devices that are over this element or any child elements in its visual tree.
    (Inherited from UIElement.)
    Public propertyTriggers
    Gets the collection of triggers established directly on this element, or in child elements.
    (Inherited from FrameworkElement.)
    Public propertyUid
    Gets or sets the Uid for this element.
    (Inherited from UIElement.)
    Public propertyUseLayoutRounding
    Gets or sets a value that indicates whether layout rounding should be applied to this element's size and position during layout.
    (Inherited from FrameworkElement.)
    Public propertyVerticalAlignment
    Gets or sets the vertical alignment characteristics applied to this element when it is composed within a parent element such as a panel or items control.
    (Inherited from FrameworkElement.)
    Public propertyVerticalContentAlignment
    Gets or sets the vertical alignment of the control's content.
    (Inherited from Control.)
    Public propertyVisibility
    Gets or sets the user interface (UI) visibility of this element.  
    (Inherited from UIElement.)
    Protected propertyVisualBitmapEffect Obsolete.
    Gets or sets the BitmapEffect value for the Visual.
    (Inherited from Visual.)
    Protected propertyVisualBitmapEffectInput Obsolete.
    Gets or sets the BitmapEffectInput value for the Visual.
    (Inherited from Visual.)
    Protected propertyVisualBitmapScalingMode
    Gets or sets the BitmapScalingMode for the Visual.
    (Inherited from Visual.)
    Protected propertyVisualCacheMode
    Gets or sets a cached representation of the Visual.
    (Inherited from Visual.)
    Protected propertyVisualChildrenCount
    Gets the number of visual child elements within this element.
    (Inherited from FrameworkElement.)
    Protected propertyVisualClearTypeHint
    Gets or sets the ClearTypeHint that determines how ClearType is rendered in the Visual.
    (Inherited from Visual.)
    Protected propertyVisualClip
    Gets or sets the clip region of the Visual as a Geometry value.
    (Inherited from Visual.)
    Protected propertyVisualEdgeMode
    Gets or sets the edge mode of the Visual as an EdgeMode value.
    (Inherited from Visual.)
    Protected propertyVisualEffect
    Gets or sets the bitmap effect to apply to the Visual.
    (Inherited from Visual.)
    Protected propertyVisualOffset
    Gets or sets the offset value of the visual object.
    (Inherited from Visual.)
    Protected propertyVisualOpacity
    Gets or sets the opacity of the Visual.
    (Inherited from Visual.)
    Protected propertyVisualOpacityMask
    Gets or sets the Brush value that represents the opacity mask of the Visual.
    (Inherited from Visual.)
    Protected propertyVisualParent
    Gets the visual tree parent of the visual object.
    (Inherited from Visual.)
    Protected propertyVisualScrollableAreaClip
    Gets or sets a clipped scrollable area for the Visual.
    (Inherited from Visual.)
    Protected propertyVisualTextHintingMode
    Gets or sets the TextHintingMode of the Visual.
    (Inherited from Visual.)
    Protected propertyVisualTextRenderingMode
    Gets or sets the TextRenderingMode of the Visual.
    (Inherited from Visual.)
    Protected propertyVisualTransform
    Gets or sets the Transform value for the Visual.
    (Inherited from Visual.)
    Protected propertyVisualXSnappingGuidelines
    Gets or sets the x-coordinate (vertical) guideline collection.
    (Inherited from Visual.)
    Protected propertyVisualYSnappingGuidelines
    Gets or sets the y-coordinate (horizontal) guideline collection.
    (Inherited from Visual.)
    Public propertyWidth
    Gets or sets the width of the element.
    (Inherited from FrameworkElement.)
    Public propertyWindowStartupLocation
    Gets or sets the position of the window when first shown.
    (Inherited from Window.)
    Public propertyWindowState
    Gets or sets a value that indicates whether a window is restored, minimized, or maximized.
    (Inherited from Window.)
    Public propertyWindowStyle
    Gets or sets a window's border style.
    (Inherited from Window.)
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    See Also
    \ No newline at end of file diff --git a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/537bfd62-9df4-cb2a-e968-3f121b5b0db1.htm b/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/537bfd62-9df4-cb2a-e968-3f121b5b0db1.htm deleted file mode 100644 index 4f06bcf..0000000 --- a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/537bfd62-9df4-cb2a-e968-3f121b5b0db1.htm +++ /dev/null @@ -1,2 +0,0 @@ -MainWindow Constructor
    MainWindow Constructor
    Initializes a new instance of the MainWindow class

    Namespace: MicrosoftProjectOxfordExample
    Assembly: SpeechRecognitionServiceExample (in SpeechRecognitionServiceExample.exe) Version: 0.0.0.0
    Syntax
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    public MainWindow()
    See Also
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    App Constructor
    Initializes a new instance of the App class

    Namespace: IntellServiceExample
    Assembly: SpeechRecognitionServiceExample (in SpeechRecognitionServiceExample.exe) Version: 0.0.0.0
    Syntax
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    public App()
    See Also
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    MainWindowInitializeComponent Method

    [Missing <summary> documentation for "M:MicrosoftProjectOxfordExample.MainWindow.InitializeComponent"]

    Namespace: MicrosoftProjectOxfordExample
    Assembly: SpeechRecognitionServiceExample (in SpeechRecognitionServiceExample.exe) Version: 0.0.0.0
    Syntax
    Copy
    public void InitializeComponent()

    Implements

    IComponentConnectorInitializeComponent
    See Also
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    App Class

    [Missing <summary> documentation for "T:IntellServiceExample.App"]

    Inheritance Hierarchy

    Namespace: IntellServiceExample
    Assembly: SpeechRecognitionServiceExample (in SpeechRecognitionServiceExample.exe) Version: 0.0.0.0
    Syntax
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    public class App : Application

    The App type exposes the following members.

    Constructors
    -   - NameDescription
    Public methodApp
    Initializes a new instance of the App class
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    Methods
    -   - NameDescription
    Public methodCheckAccess
    Determines whether the calling thread has access to this DispatcherObject.
    (Inherited from DispatcherObject.)
    Public methodEquals
    Determines whether the specified Object is equal to the current Object.
    (Inherited from Object.)
    Protected methodFinalize
    Allows an Object to attempt to free resources and perform other cleanup operations before the Object is reclaimed by garbage collection.
    (Inherited from Object.)
    Public methodFindResource
    Searches for a user interface (UI) resource, such as a Style or Brush, with the specified key, and throws an exception if the requested resource is not found (see Resources Overview).
    (Inherited from Application.)
    Public methodGetHashCode
    Serves as a hash function for a particular type.
    (Inherited from Object.)
    Public methodGetType
    Gets the Type of the current instance.
    (Inherited from Object.)
    Public methodInitializeComponent
    Public methodStatic memberMain
    Protected methodMemberwiseClone
    Creates a shallow copy of the current Object.
    (Inherited from Object.)
    Protected methodOnActivated
    Raises the Activated event.
    (Inherited from Application.)
    Protected methodOnDeactivated
    Raises the Deactivated event.
    (Inherited from Application.)
    Protected methodOnExit
    Raises the Exit event.
    (Inherited from Application.)
    Protected methodOnFragmentNavigation
    Raises the FragmentNavigation event.
    (Inherited from Application.)
    Protected methodOnLoadCompleted
    Raises the LoadCompleted event.
    (Inherited from Application.)
    Protected methodOnNavigated
    Raises the Navigated event.
    (Inherited from Application.)
    Protected methodOnNavigating
    Raises the Navigating event.
    (Inherited from Application.)
    Protected methodOnNavigationFailed
    Raises the NavigationFailed event.
    (Inherited from Application.)
    Protected methodOnNavigationProgress
    Raises the NavigationProgress event.
    (Inherited from Application.)
    Protected methodOnNavigationStopped
    Raises the NavigationStopped event.
    (Inherited from Application.)
    Protected methodOnSessionEnding
    Raises the SessionEnding event.
    (Inherited from Application.)
    Protected methodOnStartup
    Raises the Startup event.
    (Inherited from Application.)
    Public methodRun
    Starts a Windows Presentation Foundation (WPF) application.
    (Inherited from Application.)
    Public methodRun(Window)
    Starts a Windows Presentation Foundation (WPF) application and opens the specified window.
    (Inherited from Application.)
    Public methodShutdown
    Shuts down an application.
    (Inherited from Application.)
    Public methodShutdown(Int32)
    Shuts down an application that returns the specified exit code to the operating system.
    (Inherited from Application.)
    Public methodToString
    Returns a String that represents the current Object.
    (Inherited from Object.)
    Public methodTryFindResource
    Searches for the specified resource.
    (Inherited from Application.)
    Public methodVerifyAccess
    Enforces that the calling thread has access to this DispatcherObject.
    (Inherited from DispatcherObject.)
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    Properties
    -   - NameDescription
    Public propertyDispatcher
    Gets the Dispatcher this DispatcherObject is associated with.
    (Inherited from DispatcherObject.)
    Public propertyMainWindow
    Gets or sets the main window of the application.
    (Inherited from Application.)
    Public propertyProperties
    Gets a collection of application-scope properties.
    (Inherited from Application.)
    Public propertyResources
    Gets or sets a collection of application-scope resources, such as styles and brushes.
    (Inherited from Application.)
    Public propertyShutdownMode
    Gets or sets the condition that causes the Shutdown method to be called.
    (Inherited from Application.)
    Public propertyStartupUri
    Gets or sets a UI that is automatically shown when an application starts.
    (Inherited from Application.)
    Public propertyWindows
    Gets the instantiated windows in an application.
    (Inherited from Application.)
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    Events
    -   - NameDescription
    Public eventActivated
    Occurs when an application becomes the foreground application.
    (Inherited from Application.)
    Public eventDeactivated
    Occurs when an application stops being the foreground application.
    (Inherited from Application.)
    Public eventDispatcherUnhandledException
    Occurs when an exception is thrown by an application but not handled.
    (Inherited from Application.)
    Public eventExit
    Occurs just before an application shuts down, and cannot be canceled.
    (Inherited from Application.)
    Public eventFragmentNavigation
    Occurs when a navigator in the application begins navigation to a content fragment, Navigation occurs immediately if the desired fragment is in the current content, or after the source XAML content has been loaded if the desired fragment is in different content.
    (Inherited from Application.)
    Public eventLoadCompleted
    Occurs when content that was navigated to by a navigator in the application has been loaded, parsed, and has begun rendering.
    (Inherited from Application.)
    Public eventNavigated
    Occurs when the content that is being navigated to by a navigator in the application has been found, although it may not have completed loading.
    (Inherited from Application.)
    Public eventNavigating
    Occurs when a new navigation is requested by a navigator in the application.
    (Inherited from Application.)
    Public eventNavigationFailed
    Occurs when an error occurs while a navigator in the application is navigating to the requested content.
    (Inherited from Application.)
    Public eventNavigationProgress
    Occurs periodically during a download that is being managed by a navigator in the application to provide navigation progress information.
    (Inherited from Application.)
    Public eventNavigationStopped
    Occurs when the StopLoading method of a navigator in the application is called, or when a new navigation is requested by a navigator while a current navigation is in progress.
    (Inherited from Application.)
    Public eventSessionEnding
    Occurs when the user ends the Windows session by logging off or shutting down the operating system.
    (Inherited from Application.)
    Public eventStartup
    Occurs when the Run method of the Application object is called.
    (Inherited from Application.)
    Top
    See Also
    \ No newline at end of file diff --git a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/919281d1-1a73-0a6c-d27f-f5ffbff0b84b.htm b/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/919281d1-1a73-0a6c-d27f-f5ffbff0b84b.htm deleted file mode 100644 index c5c6cc9..0000000 --- a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/919281d1-1a73-0a6c-d27f-f5ffbff0b84b.htm +++ /dev/null @@ -1,11 +0,0 @@ -IntellServiceExample Namespace
    IntellServiceExample Namespace

    [Missing <summary> documentation for "N:IntellServiceExample"]

    Classes
    -   - ClassDescription
    Public classApp
    - \ No newline at end of file diff --git a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/ef77f2aa-0c69-5372-4ebf-d4c0a668c053.htm b/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/ef77f2aa-0c69-5372-4ebf-d4c0a668c053.htm deleted file mode 100644 index 850964a..0000000 --- a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/ef77f2aa-0c69-5372-4ebf-d4c0a668c053.htm +++ /dev/null @@ -1,3 +0,0 @@ -MainWindow Methods
    MainWindow Methods

    The MainWindow type exposes the following members.

    Methods
    -   - NameDescription
    Public methodActivate
    Attempts to bring the window to the foreground and activates it.
    (Inherited from Window.)
    Protected methodAddChild
    Adds a specified object as the child of a ContentControl.
    (Inherited from ContentControl.)
    Public methodAddHandler(RoutedEvent, Delegate)
    Adds a routed event handler for a specified routed event, adding the handler to the handler collection on the current element.
    (Inherited from UIElement.)
    Public methodAddHandler(RoutedEvent, Delegate, Boolean)
    Adds a routed event handler for a specified routed event, adding the handler to the handler collection on the current element. Specify handledEventsToo as true to have the provided handler be invoked for routed event that had already been marked as handled by another element along the event route.
    (Inherited from UIElement.)
    Protected methodAddLogicalChild
    Adds the provided object to the logical tree of this element.
    (Inherited from FrameworkElement.)
    Protected methodAddText
    Adds a specified text string to a ContentControl.
    (Inherited from ContentControl.)
    Public methodAddToEventRoute
    Adds handlers to the specified EventRoute for the current UIElement event handler collection.
    (Inherited from UIElement.)
    Protected methodAddVisualChild
    Defines the parent-child relationship between two visuals.
    (Inherited from Visual.)
    Public methodApplyAnimationClock(DependencyProperty, AnimationClock)
    Applies an animation to a specified dependency property on this element. Any existing animations are stopped and replaced with the new animation.
    (Inherited from UIElement.)
    Public methodApplyAnimationClock(DependencyProperty, AnimationClock, HandoffBehavior)
    Applies an animation to a specified dependency property on this element, with the ability to specify what happens if the property already has a running animation.
    (Inherited from UIElement.)
    Public methodApplyTemplate
    Builds the current template's visual tree if necessary, and returns a value that indicates whether the visual tree was rebuilt by this call.
    (Inherited from FrameworkElement.)
    Public methodArrange
    Positions child elements and determines a size for a UIElement. Parent elements call this method from their ArrangeCore(Rect) implementation (or a WPF framework-level equivalent) to form a recursive layout update. This method constitutes the second pass of a layout update.
    (Inherited from UIElement.)
    Protected methodArrangeCore
    Implements ArrangeCore(Rect) (defined as virtual in UIElement) and seals the implementation.
    (Inherited from FrameworkElement.)
    Protected methodArrangeOverride
    Override this method to arrange and size a window and its child elements.
    (Inherited from Window.)
    Public methodBeginAnimation(DependencyProperty, AnimationTimeline)
    Starts an animation for a specified animated property on this element.
    (Inherited from UIElement.)
    Public methodBeginAnimation(DependencyProperty, AnimationTimeline, HandoffBehavior)
    Starts a specific animation for a specified animated property on this element, with the option of specifying what happens if the property already has a running animation.
    (Inherited from UIElement.)
    Public methodBeginInit
    Starts the initialization process for this element.
    (Inherited from FrameworkElement.)
    Public methodBeginStoryboard(Storyboard)
    Begins the sequence of actions that are contained in the provided storyboard.
    (Inherited from FrameworkElement.)
    Public methodBeginStoryboard(Storyboard, HandoffBehavior)
    Begins the sequence of actions contained in the provided storyboard, with options specified for what should happen if the property is already animated.
    (Inherited from FrameworkElement.)
    Public methodBeginStoryboard(Storyboard, HandoffBehavior, Boolean)
    Begins the sequence of actions contained in the provided storyboard, with specified state for control of the animation after it is started.
    (Inherited from FrameworkElement.)
    Public methodBringIntoView
    Attempts to bring this element into view, within any scrollable regions it is contained within.
    (Inherited from FrameworkElement.)
    Public methodBringIntoView(Rect)
    Attempts to bring the provided region size of this element into view, within any scrollable regions it is contained within.
    (Inherited from FrameworkElement.)
    Public methodCaptureMouse
    Attempts to force capture of the mouse to this element.
    (Inherited from UIElement.)
    Public methodCaptureStylus
    Attempts to force capture of the stylus to this element.
    (Inherited from UIElement.)
    Public methodCaptureTouch
    Attempts to force capture of a touch to this element.
    (Inherited from UIElement.)
    Public methodCheckAccess
    Determines whether the calling thread has access to this DispatcherObject.
    (Inherited from DispatcherObject.)
    Public methodClearValue(DependencyProperty)
    Clears the local value of a property. The property to be cleared is specified by a DependencyProperty identifier.
    (Inherited from DependencyObject.)
    Public methodClearValue(DependencyPropertyKey)
    Clears the local value of a read-only property. The property to be cleared is specified by a DependencyPropertyKey.
    (Inherited from DependencyObject.)
    Public methodClose
    Manually closes a Window.
    (Inherited from Window.)
    Public methodCoerceValue
    Coerces the value of the specified dependency property. This is accomplished by invoking any CoerceValueCallback function specified in property metadata for the dependency property as it exists on the calling DependencyObject.
    (Inherited from DependencyObject.)
    Public methodDragMove
    Allows a window to be dragged by a mouse with its left button down over an exposed area of the window's client area.
    (Inherited from Window.)
    Public methodEndInit
    Indicates that the initialization process for the element is complete.
    (Inherited from FrameworkElement.)
    Public methodEquals
    Determines whether a provided DependencyObject is equivalent to the current DependencyObject.
    (Inherited from DependencyObject.)
    Protected methodFinalize
    Allows an Object to attempt to free resources and perform other cleanup operations before the Object is reclaimed by garbage collection.
    (Inherited from Object.)
    Public methodFindCommonVisualAncestor
    Returns the common ancestor of two visual objects.
    (Inherited from Visual.)
    Public methodFindName
    Finds an element that has the provided identifier name.
    (Inherited from FrameworkElement.)
    Public methodFindResource
    Searches for a resource with the specified key, and throws an exception if the requested resource is not found.
    (Inherited from FrameworkElement.)
    Public methodFocus
    Attempts to set focus to this element.
    (Inherited from UIElement.)
    Public methodGetAnimationBaseValue
    Returns the base property value for the specified property on this element, disregarding any possible animated value from a running or stopped animation.
    (Inherited from UIElement.)
    Public methodGetBindingExpression
    Returns the BindingExpression that represents the binding on the specified property.
    (Inherited from FrameworkElement.)
    Public methodGetHashCode
    Gets a hash code for this DependencyObject.
    (Inherited from DependencyObject.)
    Protected methodGetLayoutClip
    Returns a geometry for a clipping mask. The mask applies if the layout system attempts to arrange an element that is larger than the available display space.
    (Inherited from FrameworkElement.)
    Public methodGetLocalValueEnumerator
    Creates a specialized enumerator for determining which dependency properties have locally set values on this DependencyObject.
    (Inherited from DependencyObject.)
    Protected methodGetTemplateChild
    Do not use. Use FindName(String, FrameworkElement) instead.
    (Inherited from FrameworkElement.)
    Public methodGetType
    Gets the Type of the current instance.
    (Inherited from Object.)
    Protected methodGetUIParentCore
    Returns an alternative logical parent for this element if there is no visual parent.
    (Inherited from FrameworkElement.)
    Public methodGetValue
    Returns the current effective value of a dependency property on this instance of a DependencyObject.
    (Inherited from DependencyObject.)
    Protected methodGetVisualChild
    Overrides GetVisualChild(Int32), and returns a child at the specified index from a collection of child elements.
    (Inherited from FrameworkElement.)
    Public methodHide
    Makes a window invisible.
    (Inherited from Window.)
    Protected methodHitTestCore(PointHitTestParameters)
    Implements HitTestCore(PointHitTestParameters) to supply base element hit testing behavior (returning HitTestResult).
    (Inherited from UIElement.)
    Protected methodHitTestCore(GeometryHitTestParameters)
    Implements HitTestCore(GeometryHitTestParameters) to supply base element hit testing behavior (returning GeometryHitTestResult).
    (Inherited from UIElement.)
    Public methodInitializeComponent
    Public methodInputHitTest
    Returns the input element within the current element that is at the specified coordinates, relative to the current element's origin.
    (Inherited from UIElement.)
    Public methodInvalidateArrange
    Invalidates the arrange state (layout) for the element. After the invalidation, the element will have its layout updated, which will occur asynchronously unless subsequently forced by UpdateLayout.
    (Inherited from UIElement.)
    Public methodInvalidateMeasure
    Invalidates the measurement state (layout) for the element.
    (Inherited from UIElement.)
    Public methodInvalidateProperty
    Re-evaluates the effective value for the specified dependency property
    (Inherited from DependencyObject.)
    Public methodInvalidateVisual
    Invalidates the rendering of the element, and forces a complete new layout pass. OnRender(DrawingContext) is called after the layout cycle is completed.
    (Inherited from UIElement.)
    Public methodIsAncestorOf
    Determines whether the visual object is an ancestor of the descendant visual object.
    (Inherited from Visual.)
    Public methodIsDescendantOf
    Determines whether the visual object is a descendant of the ancestor visual object.
    (Inherited from Visual.)
    Public methodMeasure
    Updates the DesiredSize of a UIElement. Parent elements call this method from their own MeasureCore(Size) implementations to form a recursive layout update. Calling this method constitutes the first pass (the "Measure" pass) of a layout update.
    (Inherited from UIElement.)
    Protected methodMeasureCore
    Implements basic measure-pass layout system behavior for FrameworkElement.
    (Inherited from FrameworkElement.)
    Protected methodMeasureOverride
    Override this method to measure the size of a window.
    (Inherited from Window.)
    Protected methodMemberwiseClone
    Creates a shallow copy of the current Object.
    (Inherited from Object.)
    Public methodMoveFocus
    Moves the keyboard focus away from this element and to another element in a provided traversal direction.
    (Inherited from FrameworkElement.)
    Protected methodOnAccessKey
    Provides class handling for when an access key that is meaningful for this element is invoked.
    (Inherited from UIElement.)
    Protected methodOnActivated
    Raises the Activated event.
    (Inherited from Window.)
    Public methodOnApplyTemplate
    When overridden in a derived class, is invoked whenever application code or internal processes call ApplyTemplate.
    (Inherited from FrameworkElement.)
    Protected methodOnChildDesiredSizeChanged
    Supports layout behavior when a child element is resized.
    (Inherited from UIElement.)
    Protected methodOnClosed
    Raises the Closed event.
    (Inherited from Window.)
    Protected methodOnClosing
    Raises the Closing event.
    (Inherited from Window.)
    Protected methodOnContentChanged
    Called when the Content property changes.
    (Inherited from Window.)
    Protected methodOnContentRendered
    Raises the ContentRendered event.
    (Inherited from Window.)
    Protected methodOnContentStringFormatChanged
    Occurs when the ContentStringFormat property changes.
    (Inherited from ContentControl.)
    Protected methodOnContentTemplateChanged
    Called when the ContentTemplate property changes.
    (Inherited from ContentControl.)
    Protected methodOnContentTemplateSelectorChanged
    Called when the ContentTemplateSelector property changes.
    (Inherited from ContentControl.)
    Protected methodOnContextMenuClosing
    Invoked whenever an unhandled ContextMenuClosing routed event reaches this class in its route. Implement this method to add class handling for this event.
    (Inherited from FrameworkElement.)
    Protected methodOnContextMenuOpening
    Invoked whenever an unhandled ContextMenuOpening routed event reaches this class in its route. Implement this method to add class handling for this event.
    (Inherited from FrameworkElement.)
    Protected methodOnCreateAutomationPeer
    Creates and returns a WindowAutomationPeer object for this Window.
    (Inherited from Window.)
    Protected methodOnDeactivated
    Raises the Deactivated event.
    (Inherited from Window.)
    Protected methodOnDragEnter
    Invoked when an unhandled DragEnter attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnDragLeave
    Invoked when an unhandled DragLeave attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnDragOver
    Invoked when an unhandled DragOver attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnDrop
    Invoked when an unhandled DragEnter attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnGiveFeedback
    Invoked when an unhandled GiveFeedback attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnGotFocus
    Invoked whenever an unhandled GotFocus event reaches this element in its route.
    (Inherited from FrameworkElement.)
    Protected methodOnGotKeyboardFocus
    Invoked when an unhandled GotKeyboardFocus attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnGotMouseCapture
    Invoked when an unhandled GotMouseCapture attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnGotStylusCapture
    Invoked when an unhandled GotStylusCapture attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnGotTouchCapture
    Provides class handling for the GotTouchCapture routed event that occurs when a touch is captured to this element.
    (Inherited from UIElement.)
    Protected methodOnInitialized
    Raises the Initialized event. This method is invoked whenever IsInitialized is set to true internally.
    (Inherited from FrameworkElement.)
    Protected methodOnIsKeyboardFocusedChanged
    Invoked when an unhandled IsKeyboardFocusedChanged event is raised on this element. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnIsKeyboardFocusWithinChanged
    Invoked just before the IsKeyboardFocusWithinChanged event is raised by this element. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnIsMouseCapturedChanged
    Invoked when an unhandled IsMouseCapturedChanged event is raised on this element. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnIsMouseCaptureWithinChanged
    Invoked when an unhandled IsMouseCaptureWithinChanged event is raised on this element. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnIsMouseDirectlyOverChanged
    Invoked when an unhandled IsMouseDirectlyOverChanged event is raised on this element. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnIsStylusCapturedChanged
    Invoked when an unhandled IsStylusCapturedChanged event is raised on this element. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnIsStylusCaptureWithinChanged
    Invoked when an unhandled IsStylusCaptureWithinChanged event is raised on this element. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnIsStylusDirectlyOverChanged
    Invoked when an unhandled IsStylusDirectlyOverChanged event is raised on this element. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnKeyDown
    Invoked when an unhandled KeyDown attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnKeyUp
    Invoked when an unhandled KeyUp attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnLocationChanged
    Raises the LocationChanged event.
    (Inherited from Window.)
    Protected methodOnLostFocus
    Raises the LostFocus routed event by using the event data that is provided.
    (Inherited from UIElement.)
    Protected methodOnLostKeyboardFocus
    Invoked when an unhandled LostKeyboardFocus attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnLostMouseCapture
    Invoked when an unhandled LostMouseCapture attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnLostStylusCapture
    Invoked when an unhandled LostStylusCapture attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnLostTouchCapture
    Provides class handling for the LostTouchCapture routed event that occurs when this element loses a touch capture .
    (Inherited from UIElement.)
    Protected methodOnManipulationBoundaryFeedback
    Called when the ManipulationBoundaryFeedback event occurs.
    (Inherited from Window.)
    Protected methodOnManipulationCompleted
    Called when the ManipulationCompleted event occurs.
    (Inherited from UIElement.)
    Protected methodOnManipulationDelta
    Called when the ManipulationDelta event occurs.
    (Inherited from UIElement.)
    Protected methodOnManipulationInertiaStarting
    Called when the ManipulationInertiaStarting event occurs.
    (Inherited from UIElement.)
    Protected methodOnManipulationStarted
    Called when the ManipulationStarted event occurs.
    (Inherited from UIElement.)
    Protected methodOnManipulationStarting
    Provides class handling for the ManipulationStarting routed event that occurs when the manipulation processor is first created.
    (Inherited from UIElement.)
    Protected methodOnMouseDoubleClick
    Raises the MouseDoubleClick routed event.
    (Inherited from Control.)
    Protected methodOnMouseDown
    Invoked when an unhandled MouseDown attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnMouseEnter
    Invoked when an unhandled MouseEnter attached event is raised on this element. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnMouseLeave
    Invoked when an unhandled MouseLeave attached event is raised on this element. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnMouseLeftButtonDown
    Invoked when an unhandled MouseLeftButtonDown routed event is raised on this element. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnMouseLeftButtonUp
    Invoked when an unhandled MouseLeftButtonUp routed event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnMouseMove
    Invoked when an unhandled MouseMove attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnMouseRightButtonDown
    Invoked when an unhandled MouseRightButtonDown routed event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnMouseRightButtonUp
    Invoked when an unhandled MouseRightButtonUp routed event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnMouseUp
    Invoked when an unhandled MouseUp routed event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnMouseWheel
    Invoked when an unhandled MouseWheel attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewDragEnter
    Invoked when an unhandled PreviewDragEnter attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewDragLeave
    Invoked when an unhandled PreviewDragLeave attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewDragOver
    Invoked when an unhandled PreviewDragOver attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewDrop
    Invoked when an unhandled PreviewDrop attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewGiveFeedback
    Invoked when an unhandled PreviewGiveFeedback attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewGotKeyboardFocus
    Invoked when an unhandled PreviewGotKeyboardFocus attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewKeyDown
    Invoked when an unhandled PreviewKeyDown attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewKeyUp
    Invoked when an unhandled PreviewKeyUp attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewLostKeyboardFocus
    Invoked when an unhandled PreviewKeyDown attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewMouseDoubleClick
    Raises the PreviewMouseDoubleClick routed event.
    (Inherited from Control.)
    Protected methodOnPreviewMouseDown
    Invoked when an unhandled PreviewMouseDown attached routed event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewMouseLeftButtonDown
    Invoked when an unhandled PreviewMouseLeftButtonDown routed event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewMouseLeftButtonUp
    Invoked when an unhandled PreviewMouseLeftButtonUp routed event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewMouseMove
    Invoked when an unhandled PreviewMouseMove attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewMouseRightButtonDown
    Invoked when an unhandled PreviewMouseRightButtonDown routed event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewMouseRightButtonUp
    Invoked when an unhandled PreviewMouseRightButtonUp routed event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewMouseUp
    Invoked when an unhandled PreviewMouseUp attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewMouseWheel
    Invoked when an unhandled PreviewMouseWheel attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewQueryContinueDrag
    Invoked when an unhandled PreviewQueryContinueDrag attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewStylusButtonDown
    Invoked when an unhandled PreviewStylusButtonDown attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewStylusButtonUp
    Invoked when an unhandled PreviewStylusButtonUp attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewStylusDown
    Invoked when an unhandled PreviewStylusDown attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewStylusInAirMove
    Invoked when an unhandled PreviewStylusInAirMove attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewStylusInRange
    Invoked when an unhandled PreviewStylusInRange attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewStylusMove
    Invoked when an unhandled PreviewStylusMove attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewStylusOutOfRange
    Invoked when an unhandled PreviewStylusOutOfRange attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewStylusSystemGesture
    Invoked when an unhandled PreviewStylusSystemGesture attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewStylusUp
    Invoked when an unhandled PreviewStylusUp attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewTextInput
    Invoked when an unhandled PreviewTextInput attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnPreviewTouchDown
    Provides class handling for the PreviewTouchDown routed event that occurs when a touch presses this element.
    (Inherited from UIElement.)
    Protected methodOnPreviewTouchMove
    Provides class handling for the PreviewTouchMove routed event that occurs when a touch moves while inside this element.
    (Inherited from UIElement.)
    Protected methodOnPreviewTouchUp
    Provides class handling for the PreviewTouchUp routed event that occurs when a touch is released inside this element.
    (Inherited from UIElement.)
    Protected methodOnPropertyChanged
    Invoked whenever the effective value of any dependency property on this FrameworkElement has been updated. The specific dependency property that changed is reported in the arguments parameter. Overrides OnPropertyChanged(DependencyPropertyChangedEventArgs).
    (Inherited from FrameworkElement.)
    Protected methodOnQueryContinueDrag
    Invoked when an unhandled QueryContinueDrag attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnQueryCursor
    Invoked when an unhandled QueryCursor attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnRender
    When overridden in a derived class, participates in rendering operations that are directed by the layout system. The rendering instructions for this element are not used directly when this method is invoked, and are instead preserved for later asynchronous use by layout and drawing.
    (Inherited from UIElement.)
    Protected methodOnRenderSizeChanged
    Raises the SizeChanged event, using the specified information as part of the eventual event data.
    (Inherited from FrameworkElement.)
    Protected methodOnSourceInitialized
    Raises the SourceInitialized event.
    (Inherited from Window.)
    Protected methodOnStateChanged
    Raises the StateChanged event.
    (Inherited from Window.)
    Protected methodOnStyleChanged
    Invoked when the style in use on this element changes, which will invalidate the layout.
    (Inherited from FrameworkElement.)
    Protected methodOnStylusButtonDown
    Invoked when an unhandled StylusButtonDown attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnStylusButtonUp
    Invoked when an unhandled StylusButtonUp attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnStylusDown
    Invoked when an unhandled StylusDown attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnStylusEnter
    Invoked when an unhandled StylusEnter attached event is raised by this element. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnStylusInAirMove
    Invoked when an unhandled StylusInAirMove attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnStylusInRange
    Invoked when an unhandled StylusInRange attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnStylusLeave
    Invoked when an unhandled StylusLeave attached event is raised by this element. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnStylusMove
    Invoked when an unhandled StylusMove attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnStylusOutOfRange
    Invoked when an unhandled StylusOutOfRange attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnStylusSystemGesture
    Invoked when an unhandled StylusSystemGesture attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnStylusUp
    Invoked when an unhandled StylusUp attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnTemplateChanged
    Called whenever the control's template changes.
    (Inherited from Control.)
    Protected methodOnTextInput
    Invoked when an unhandled TextInput attached event reaches an element in its route that is derived from this class. Implement this method to add class handling for this event.
    (Inherited from UIElement.)
    Protected methodOnToolTipClosing
    Invoked whenever an unhandled ToolTipClosing routed event reaches this class in its route. Implement this method to add class handling for this event.
    (Inherited from FrameworkElement.)
    Protected methodOnToolTipOpening
    Invoked whenever the ToolTipOpening routed event reaches this class in its route. Implement this method to add class handling for this event.
    (Inherited from FrameworkElement.)
    Protected methodOnTouchDown
    Provides class handling for the TouchDown routed event that occurs when a touch presses inside this element.
    (Inherited from UIElement.)
    Protected methodOnTouchEnter
    Provides class handling for the TouchEnter routed event that occurs when a touch moves from outside to inside the bounds of this element.
    (Inherited from UIElement.)
    Protected methodOnTouchLeave
    Provides class handling for the TouchLeave routed event that occurs when a touch moves from inside to outside the bounds of this UIElement.
    (Inherited from UIElement.)
    Protected methodOnTouchMove
    Provides class handling for the TouchMove routed event that occurs when a touch moves while inside this element.
    (Inherited from UIElement.)
    Protected methodOnTouchUp
    Provides class handling for the TouchUp routed event that occurs when a touch is released inside this element.
    (Inherited from UIElement.)
    Protected methodOnVisualChildrenChanged
    Called when the VisualCollection of the visual object is modified.
    (Inherited from Visual.)
    Protected methodOnVisualParentChanged
    Called when the parent of the window is changed.
    (Inherited from Window.)
    Protected methodParentLayoutInvalidated
    Supports incremental layout implementations in specialized subclasses of FrameworkElement. ParentLayoutInvalidated(UIElement) is invoked when a child element has invalidated a property that is marked in metadata as affecting the parent's measure or arrange passes during layout.
    (Inherited from FrameworkElement.)
    Public methodPointFromScreen
    Converts a Point in screen coordinates into a Point that represents the current coordinate system of the Visual.
    (Inherited from Visual.)
    Public methodPointToScreen
    Converts a Point that represents the current coordinate system of the Visual into a Point in screen coordinates.
    (Inherited from Visual.)
    Public methodPredictFocus
    Determines the next element that would receive focus relative to this element for a provided focus movement direction, but does not actually move the focus.
    (Inherited from FrameworkElement.)
    Public methodRaiseEvent
    Raises a specific routed event. The RoutedEvent to be raised is identified within the RoutedEventArgs instance that is provided (as the RoutedEvent property of that event data).
    (Inherited from UIElement.)
    Public methodReadLocalValue
    Returns the local value of a dependency property, if it exists.
    (Inherited from DependencyObject.)
    Public methodRegisterName
    Provides an accessor that simplifies access to the NameScope registration method.
    (Inherited from FrameworkElement.)
    Public methodReleaseAllTouchCaptures
    Releases all captured touch devices from this element.
    (Inherited from UIElement.)
    Public methodReleaseMouseCapture
    Releases the mouse capture, if this element held the capture.
    (Inherited from UIElement.)
    Public methodReleaseStylusCapture
    Releases the stylus device capture, if this element held the capture.
    (Inherited from UIElement.)
    Public methodReleaseTouchCapture
    Attempts to release the specified touch device from this element.
    (Inherited from UIElement.)
    Public methodRemoveHandler
    Removes the specified routed event handler from this element.
    (Inherited from UIElement.)
    Protected methodRemoveLogicalChild
    Removes the provided object from this element's logical tree. FrameworkElement updates the affected logical tree parent pointers to keep in sync with this deletion.
    (Inherited from FrameworkElement.)
    Protected methodRemoveVisualChild
    Removes the parent-child relationship between two visuals.
    (Inherited from Visual.)
    Public methodSetBinding(DependencyProperty, BindingBase)
    Attaches a binding to this element, based on the provided binding object.
    (Inherited from FrameworkElement.)
    Public methodSetBinding(DependencyProperty, String)
    Attaches a binding to this element, based on the provided source property name as a path qualification to the data source.
    (Inherited from FrameworkElement.)
    Public methodSetCurrentValue
    Sets the value of a dependency property without changing its value source.
    (Inherited from DependencyObject.)
    Public methodSetResourceReference
    Searches for a resource with the specified name and sets up a resource reference to it for the specified property.
    (Inherited from FrameworkElement.)
    Public methodSetValue(DependencyProperty, Object)
    Sets the local value of a dependency property, specified by its dependency property identifier.
    (Inherited from DependencyObject.)
    Public methodSetValue(DependencyPropertyKey, Object)
    Sets the local value of a read-only dependency property, specified by the DependencyPropertyKey identifier of the dependency property.
    (Inherited from DependencyObject.)
    Public methodShouldSerializeCommandBindings
    Returns whether serialization processes should serialize the contents of the CommandBindings property on instances of this class.
    (Inherited from UIElement.)
    Public methodShouldSerializeContent
    Indicates whether the Content property should be persisted.
    (Inherited from ContentControl.)
    Public methodShouldSerializeInputBindings
    Returns whether serialization processes should serialize the contents of the InputBindings property on instances of this class.
    (Inherited from UIElement.)
    Protected methodShouldSerializeProperty
    Returns a value that indicates whether serialization processes should serialize the value for the provided dependency property.
    (Inherited from DependencyObject.)
    Public methodShouldSerializeResources
    Returns whether serialization processes should serialize the contents of the Resources property.
    (Inherited from FrameworkElement.)
    Public methodShouldSerializeStyle
    Returns whether serialization processes should serialize the contents of the Style property.
    (Inherited from FrameworkElement.)
    Public methodShouldSerializeTriggers
    Returns whether serialization processes should serialize the contents of the Triggers property.
    (Inherited from FrameworkElement.)
    Public methodShow
    Opens a window and returns without waiting for the newly opened window to close.
    (Inherited from Window.)
    Public methodShowDialog
    Opens a window and returns only when the newly opened window is closed.
    (Inherited from Window.)
    Public methodToString
    Returns the string representation of a Control object.
    (Inherited from Control.)
    Public methodTransformToAncestor(Visual)
    Returns a transform that can be used to transform coordinates from the Visual to the specified Visual ancestor of the visual object.
    (Inherited from Visual.)
    Public methodTransformToAncestor(Visual3D)
    Returns a transform that can be used to transform coordinates from the Visual to the specified Visual3D ancestor of the visual object.
    (Inherited from Visual.)
    Public methodTransformToDescendant
    Returns a transform that can be used to transform coordinates from the Visual to the specified visual object descendant.
    (Inherited from Visual.)
    Public methodTransformToVisual
    Returns a transform that can be used to transform coordinates from the Visual to the specified visual object.
    (Inherited from Visual.)
    Public methodTranslatePoint
    Translates a point relative to this element to coordinates that are relative to the specified element.
    (Inherited from UIElement.)
    Public methodTryFindResource
    Searches for a resource with the specified key, and returns that resource if found.
    (Inherited from FrameworkElement.)
    Public methodUnregisterName
    Simplifies access to the NameScope de-registration method.
    (Inherited from FrameworkElement.)
    Public methodUpdateLayout
    Ensures that all visual child elements of this element are properly updated for layout.
    (Inherited from UIElement.)
    Public methodVerifyAccess
    Enforces that the calling thread has access to this DispatcherObject.
    (Inherited from DispatcherObject.)
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    See Also
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    App Properties

    The App type exposes the following members.

    Properties
    -   - NameDescription
    Public propertyDispatcher
    Gets the Dispatcher this DispatcherObject is associated with.
    (Inherited from DispatcherObject.)
    Public propertyMainWindow
    Gets or sets the main window of the application.
    (Inherited from Application.)
    Public propertyProperties
    Gets a collection of application-scope properties.
    (Inherited from Application.)
    Public propertyResources
    Gets or sets a collection of application-scope resources, such as styles and brushes.
    (Inherited from Application.)
    Public propertyShutdownMode
    Gets or sets the condition that causes the Shutdown method to be called.
    (Inherited from Application.)
    Public propertyStartupUri
    Gets or sets a UI that is automatically shown when an application starts.
    (Inherited from Application.)
    Public propertyWindows
    Gets the instantiated windows in an application.
    (Inherited from Application.)
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    See Also
    \ No newline at end of file diff --git a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/fa05274b-ee26-a53e-5a3b-fa3373b1b98b.htm b/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/fa05274b-ee26-a53e-5a3b-fa3373b1b98b.htm deleted file mode 100644 index 9d75028..0000000 --- a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/html/fa05274b-ee26-a53e-5a3b-fa3373b1b98b.htm +++ /dev/null @@ -1,3 +0,0 @@ -App.Main Method
    AppMain Method

    [Missing <summary> documentation for "M:IntellServiceExample.App.Main"]

    Namespace: IntellServiceExample
    Assembly: SpeechRecognitionServiceExample (in SpeechRecognitionServiceExample.exe) Version: 0.0.0.0
    Syntax
    Copy
    public static void Main()
    See Also
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a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/index.html +++ /dev/null @@ -1,14 +0,0 @@ - - - - - - - SpeechRecognitionServiceExample -- Speech Recognition Service - Redirect - - -

    If you are not redirected automatically, follow this link to the default topic.

    - - diff --git a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/scripts/branding-Website.js b/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/scripts/branding-Website.js deleted file mode 100644 index 18b9268..0000000 --- a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/scripts/branding-Website.js +++ /dev/null @@ -1,620 +0,0 @@ -//=============================================================================================================== -// System : Sandcastle Help File Builder -// File : branding-Website.js -// Author : Eric Woodruff (Eric@EWoodruff.us) -// Updated : 01/07/2015 -// Note : Copyright 2014-2015, Eric Woodruff, All rights reserved -// Portions Copyright 2014 Sam Harwell, All rights reserved -// -// This file contains the methods necessary to implement the lightweight TOC and search functionality. -// -// This code is published under the Microsoft Public License (Ms-PL). A copy of the license should be -// distributed with the code. It can also be found at the project website: http://SHFB.CodePlex.com. This -// notice, the author's name, and all copyright notices must remain intact in all applications, documentation, -// and source files. -// -// Date Who Comments -// ============================================================================================================== -// 05/04/2014 EFW Created the code based on a combination of the lightweight TOC code from Sam Harwell and -// the existing search code from SHFB. -//=============================================================================================================== - -// Width of the TOC -var tocWidth; - -// Search method (0 = To be determined, 1 = ASPX, 2 = PHP, anything else = client-side script -var searchMethod = 0; - -// Table of contents script - -// Initialize the TOC by restoring its width from the cookie if present -function InitializeToc() -{ - tocWidth = parseInt(GetCookie("TocWidth", "280")); - ResizeToc(); - $(window).resize(SetNavHeight) -} - -function SetNavHeight() -{ - $leftNav = $("#leftNav") - $topicContent = $("#TopicContent") - leftNavPadding = $leftNav.outerHeight() - $leftNav.height() - contentPadding = $topicContent.outerHeight() - $topicContent.height() - // want outer height of left navigation div to match outer height of content - leftNavHeight = $topicContent.outerHeight() - leftNavPadding - $leftNav.css("min-height", leftNavHeight + "px") -} - -// Increase the TOC width -function OnIncreaseToc() -{ - if(tocWidth < 1) - tocWidth = 280; - else - tocWidth += 100; - - if(tocWidth > 680) - tocWidth = 0; - - ResizeToc(); - SetCookie("TocWidth", tocWidth); -} - -// Reset the TOC to its default width -function OnResetToc() -{ - tocWidth = 0; - - ResizeToc(); - SetCookie("TocWidth", tocWidth); -} - -// Resize the TOC width -function ResizeToc() -{ - var toc = document.getElementById("leftNav"); - - if(toc) - { - // Set TOC width - toc.style.width = tocWidth + "px"; - - var leftNavPadding = 10; - - document.getElementById("TopicContent").style.marginLeft = (tocWidth + leftNavPadding) + "px"; - - // Position images - document.getElementById("TocResize").style.left = (tocWidth + leftNavPadding) + "px"; - - // Hide/show increase TOC width image - document.getElementById("ResizeImageIncrease").style.display = (tocWidth >= 680) ? "none" : ""; - - // Hide/show reset TOC width image - document.getElementById("ResizeImageReset").style.display = (tocWidth < 680) ? "none" : ""; - } - - SetNavHeight() -} - -// Toggle a TOC entry between its collapsed and expanded state -function Toggle(item) -{ - var isExpanded = $(item).hasClass("tocExpanded"); - - $(item).toggleClass("tocExpanded tocCollapsed"); - - if(isExpanded) - { - Collapse($(item).parent()); - } - else - { - var childrenLoaded = $(item).parent().attr("data-childrenloaded"); - - if(childrenLoaded) - { - Expand($(item).parent()); - } - else - { - var tocid = $(item).next().attr("tocid"); - - $.ajax({ - url: "../toc/" + tocid + ".xml", - async: true, - dataType: "xml", - success: function(data) - { - BuildChildren($(item).parent(), data); - } - }); - } - } -} - -// HTML encode a value for use on the page -function HtmlEncode(value) -{ - // Create an in-memory div, set it's inner text (which jQuery automatically encodes) then grab the encoded - // contents back out. The div never exists on the page. - return $('
    ').text(value).html(); -} - -// Build the child entries of a TOC entry -function BuildChildren(tocDiv, data) -{ - var childLevel = +tocDiv.attr("data-toclevel") + 1; - var childTocLevel = childLevel >= 10 ? 10 : childLevel; - var elements = data.getElementsByTagName("HelpTOCNode"); - - var isRoot = true; - - if(data.getElementsByTagName("HelpTOC").length == 0) - { - // The first node is the root node of this group, don't show it again - isRoot = false; - } - - for(var i = elements.length - 1; i > 0 || (isRoot && i == 0); i--) - { - var childHRef, childId = elements[i].getAttribute("Url"); - - if(childId != null && childId.length > 5) - { - // The Url attribute has the form "html/{childId}.htm" - childHRef = childId.substring(5, childId.length); - childId = childId.substring(5, childId.lastIndexOf(".")); - } - else - { - // The Id attribute is in raw form. There is no URL (empty container node). In this case, we'll - // just ignore it and go nowhere. It's a rare case that isn't worth trying to get the first child. - // Instead, we'll just expand the node (see below). - childHRef = "#"; - childId = elements[i].getAttribute("Id"); - } - - var existingItem = null; - - tocDiv.nextAll().each(function() - { - if(!existingItem && $(this).children().last("a").attr("tocid") == childId) - { - existingItem = $(this); - } - }); - - if(existingItem != null) - { - // First move the children of the existing item - var existingChildLevel = +existingItem.attr("data-toclevel"); - var doneMoving = false; - var inserter = tocDiv; - - existingItem.nextAll().each(function() - { - if(!doneMoving && +$(this).attr("data-toclevel") > existingChildLevel) - { - inserter.after($(this)); - inserter = $(this); - $(this).attr("data-toclevel", +$(this).attr("data-toclevel") + childLevel - existingChildLevel); - - if($(this).hasClass("current")) - $(this).attr("class", "toclevel" + (+$(this).attr("data-toclevel") + " current")); - else - $(this).attr("class", "toclevel" + (+$(this).attr("data-toclevel"))); - } - else - { - doneMoving = true; - } - }); - - // Now move the existing item itself - tocDiv.after(existingItem); - existingItem.attr("data-toclevel", childLevel); - existingItem.attr("class", "toclevel" + childLevel); - } - else - { - var hasChildren = elements[i].getAttribute("HasChildren"); - var childTitle = HtmlEncode(elements[i].getAttribute("Title")); - var expander = ""; - - if(hasChildren) - expander = ""; - - var text = "
    " + - expander + "" + - childTitle + "
    "; - - tocDiv.after(text); - } - } - - tocDiv.attr("data-childrenloaded", true); -} - -// Collapse a TOC entry -function Collapse(tocDiv) -{ - // Hide all the TOC elements after item, until we reach one with a data-toclevel less than or equal to the - // current item's value. - var tocLevel = +tocDiv.attr("data-toclevel"); - var done = false; - - tocDiv.nextAll().each(function() - { - if(!done && +$(this).attr("data-toclevel") > tocLevel) - { - $(this).hide(); - } - else - { - done = true; - } - }); -} - -// Expand a TOC entry -function Expand(tocDiv) -{ - // Show all the TOC elements after item, until we reach one with a data-toclevel less than or equal to the - // current item's value - var tocLevel = +tocDiv.attr("data-toclevel"); - var done = false; - - tocDiv.nextAll().each(function() - { - if(done) - { - return; - } - - var childTocLevel = +$(this).attr("data-toclevel"); - - if(childTocLevel == tocLevel + 1) - { - $(this).show(); - - if($(this).children("a").first().hasClass("tocExpanded")) - { - Expand($(this)); - } - } - else if(childTocLevel > tocLevel + 1) - { - // Ignore this node, handled by recursive calls - } - else - { - done = true; - } - }); -} - -// This is called to prepare for dragging the sizer div -function OnMouseDown(event) -{ - document.addEventListener("mousemove", OnMouseMove, true); - document.addEventListener("mouseup", OnMouseUp, true); - event.preventDefault(); -} - -// Resize the TOC as the sizer is dragged -function OnMouseMove(event) -{ - tocWidth = (event.clientX > 700) ? 700 : (event.clientX < 100) ? 100 : event.clientX; - - ResizeToc(); -} - -// Finish the drag operation when the mouse button is released -function OnMouseUp(event) -{ - document.removeEventListener("mousemove", OnMouseMove, true); - document.removeEventListener("mouseup", OnMouseUp, true); - - SetCookie("TocWidth", tocWidth); -} - -// Search functions - -// Transfer to the search page from a topic -function TransferToSearchPage() -{ - var searchText = document.getElementById("SearchTextBox").value.trim(); - - if(searchText.length != 0) - document.location.replace(encodeURI("../search.html?SearchText=" + searchText)); -} - -// Initiate a search when the search page loads -function OnSearchPageLoad() -{ - var queryString = decodeURI(document.location.search); - - if(queryString != "") - { - var idx, options = queryString.split(/[\?\=\&]/); - - for(idx = 0; idx < options.length; idx++) - if(options[idx] == "SearchText" && idx + 1 < options.length) - { - document.getElementById("txtSearchText").value = options[idx + 1]; - PerformSearch(); - break; - } - } -} - -// Perform a search using the best available method -function PerformSearch() -{ - var searchText = document.getElementById("txtSearchText").value; - var sortByTitle = document.getElementById("chkSortByTitle").checked; - var searchResults = document.getElementById("searchResults"); - - if(searchText.length == 0) - { - searchResults.innerHTML = "Nothing found"; - return; - } - - searchResults.innerHTML = "Searching..."; - - // Determine the search method if not done already. The ASPX and PHP searches are more efficient as they - // run asynchronously server-side. If they can't be used, it defaults to the client-side script below which - // will work but has to download the index files. For large help sites, this can be inefficient. - if(searchMethod == 0) - searchMethod = DetermineSearchMethod(); - - if(searchMethod == 1) - { - $.ajax({ - type: "GET", - url: encodeURI("SearchHelp.aspx?Keywords=" + searchText + "&SortByTitle=" + sortByTitle), - success: function(html) - { - searchResults.innerHTML = html; - } - }); - - return; - } - - if(searchMethod == 2) - { - $.ajax({ - type: "GET", - url: encodeURI("SearchHelp.php?Keywords=" + searchText + "&SortByTitle=" + sortByTitle), - success: function(html) - { - searchResults.innerHTML = html; - } - }); - - return; - } - - // Parse the keywords - var keywords = ParseKeywords(searchText); - - // Get the list of files. We'll be getting multiple files so we need to do this synchronously. - var fileList = []; - - $.ajax({ - type: "GET", - url: "fti/FTI_Files.json", - dataType: "json", - async: false, - success: function(data) - { - $.each(data, function(key, val) - { - fileList[key] = val; - }); - } - }); - - var letters = []; - var wordDictionary = []; - var wordNotFound = false; - - // Load the keyword files for each keyword starting letter - for(var idx = 0; idx < keywords.length && !wordNotFound; idx++) - { - var letter = keywords[idx].substring(0, 1); - - if($.inArray(letter, letters) == -1) - { - letters.push(letter); - - $.ajax({ - type: "GET", - url: "fti/FTI_" + letter.charCodeAt(0) + ".json", - dataType: "json", - async: false, - success: function(data) - { - var wordCount = 0; - - $.each(data, function(key, val) - { - wordDictionary[key] = val; - wordCount++; - }); - - if(wordCount == 0) - wordNotFound = true; - } - }); - } - } - - if(wordNotFound) - searchResults.innerHTML = "Nothing found"; - else - searchResults.innerHTML = SearchForKeywords(keywords, fileList, wordDictionary, sortByTitle); -} - -// Determine the search method by seeing if the ASPX or PHP search pages are present and working -function DetermineSearchMethod() -{ - var method = 3; - - try - { - $.ajax({ - type: "GET", - url: "SearchHelp.aspx", - async: false, - success: function(html) - { - if(html.substring(0, 8) == "") - method = 1; - } - }); - - if(method == 3) - $.ajax({ - type: "GET", - url: "SearchHelp.php", - async: false, - success: function(html) - { - if(html.substring(0, 8) == "") - method = 2; - } - }); - } - catch(e) - { - } - - return method; -} - -// Split the search text up into keywords -function ParseKeywords(keywords) -{ - var keywordList = []; - var checkWord; - var words = keywords.split(/\W+/); - - for(var idx = 0; idx < words.length; idx++) - { - checkWord = words[idx].toLowerCase(); - - if(checkWord.length > 2) - { - var charCode = checkWord.charCodeAt(0); - - if((charCode < 48 || charCode > 57) && $.inArray(checkWord, keywordList) == -1) - keywordList.push(checkWord); - } - } - - return keywordList; -} - -// Search for keywords and generate a block of HTML containing the results -function SearchForKeywords(keywords, fileInfo, wordDictionary, sortByTitle) -{ - var matches = [], matchingFileIndices = [], rankings = []; - var isFirst = true; - - for(var idx = 0; idx < keywords.length; idx++) - { - var word = keywords[idx]; - var occurrences = wordDictionary[word]; - - // All keywords must be found - if(occurrences == null) - return "Nothing found"; - - matches[word] = occurrences; - var occurrenceIndices = []; - - // Get a list of the file indices for this match - for(var ind in occurrences) - occurrenceIndices.push(occurrences[ind] >> 16); - - if(isFirst) - { - isFirst = false; - - for(var matchInd in occurrenceIndices) - matchingFileIndices.push(occurrenceIndices[matchInd]); - } - else - { - // After the first match, remove files that do not appear for all found keywords - for(var checkIdx = 0; checkIdx < matchingFileIndices.length; checkIdx++) - if($.inArray(matchingFileIndices[checkIdx], occurrenceIndices) == -1) - { - matchingFileIndices.splice(checkIdx, 1); - checkIdx--; - } - } - } - - if(matchingFileIndices.length == 0) - return "Nothing found"; - - // Rank the files based on the number of times the words occurs - for(var fileIdx = 0; fileIdx < matchingFileIndices.length; fileIdx++) - { - // Split out the title, filename, and word count - var matchingIdx = matchingFileIndices[fileIdx]; - var fileIndex = fileInfo[matchingIdx].split(/\0/); - - var title = fileIndex[0]; - var filename = fileIndex[1]; - var wordCount = parseInt(fileIndex[2]); - var matchCount = 0; - - for(var idx = 0; idx < keywords.length; idx++) - { - occurrences = matches[keywords[idx]]; - - for(var ind in occurrences) - { - var entry = occurrences[ind]; - - if((entry >> 16) == matchingIdx) - matchCount += (entry & 0xFFFF); - } - } - - rankings.push({ Filename: filename, PageTitle: title, Rank: matchCount * 1000 / wordCount }); - - if(rankings.length > 99) - break; - } - - rankings.sort(function(x, y) - { - if(!sortByTitle) - return y.Rank - x.Rank; - - return x.PageTitle.localeCompare(y.PageTitle); - }); - - // Format and return the results - var content = "
      "; - - for(var r in rankings) - content += "
    1. " + - rankings[r].PageTitle + "
      2. "; - - content += "
    "; - - if(rankings.length < matchingFileIndices.length) - content += "

    Omitted " + (matchingFileIndices.length - rankings.length) + " more results

    "; - - return content; -} diff --git a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/scripts/branding.js b/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/scripts/branding.js deleted file mode 100644 index 6ae6052..0000000 --- a/Speech/SpeechToText/Windows/docs/SpeechRecognitionExample/scripts/branding.js +++ /dev/null @@ -1,528 +0,0 @@ -//=============================================================================================================== -// System : Sandcastle Help File Builder -// File : branding.js -// Author : Eric Woodruff (Eric@EWoodruff.us) -// Updated : 05/15/2014 -// Note : Copyright 2014, Eric Woodruff, All rights reserved -// Portions Copyright 2010-2014 Microsoft, All rights reserved -// -// This file contains the methods necessary to implement the language filtering, collapsible section, and -// copy to clipboard options. -// -// This code is published under the Microsoft Public License (Ms-PL). A copy of the license should be -// distributed with the code. It can also be found at the project website: http://SHFB.CodePlex.com. This -// notice, the author's name, and all copyright notices must remain intact in all applications, documentation, -// and source files. -// -// Date Who Comments -// ============================================================================================================== -// 05/04/2014 EFW Created the code based on the MS Help Viewer script -//=============================================================================================================== - -// The IDs of all code snippet sets on the same page are stored so that we can keep them in synch when a tab is -// selected. -var allTabSetIds = new Array(); - -// The IDs of language-specific text (LST) spans are used as dictionary keys so that we can get access to the -// spans and update them when the user changes to a different language tab. The values of the dictionary -// objects are pipe separated language-specific attributes (lang1=value|lang2=value|lang3=value). The language -// ID can be specific (cs, vb, cpp, etc.) or may be a neutral entry (nu) which specifies text common to multiple -// languages. If a language is not present and there is no neutral entry, the span is hidden for all languages -// to which it does not apply. -var allLSTSetIds = new Object(); - -// Help 1 persistence support. This code must appear inline. -var isHelp1; - -var curLoc = document.location + "."; - -if(curLoc.indexOf("mk:@MSITStore") == 0) -{ - isHelp1 = true; - curLoc = "ms-its:" + curLoc.substring(14, curLoc.length - 1); - document.location.replace(curLoc); -} -else - if(curLoc.indexOf("ms-its:") == 0) - isHelp1 = true; - else - isHelp1 = false; - -// The OnLoad method -function OnLoad(defaultLanguage) -{ - var defLang; - - if(typeof (defaultLanguage) == "undefined" || defaultLanguage == null || defaultLanguage == "") - defLang = "vb"; - else - defLang = defaultLanguage; - - // In MS Help Viewer, the transform the topic is ran through can move the footer. 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