diff --git a/README.md b/README.md index 357224e..b0e5887 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,4 @@ + # Model Zoo ![version](https://img.shields.io/badge/version-20.12-0091BD) > A collection of machine learning models optimized for Arm IP. @@ -7,41 +8,41 @@ - - - - - - - + + + + + + + - - + + -
NetworkTypeFrameworkCortex-ACortex-MMali GPUEthos UNetworkTypeFrameworkCortex-ACortex-MMali GPUEthos U
[MobileNet v2 1.0 224 UINT8](models/image_classification/mobilenet_v2_1.0_224/tflite_uint8)UINT8TensorFlow LiteUINT8TensorFlow Lite :heavy_check_mark: :heavy_multiplication_x: :heavy_check_mark: :heavy_check_mark:
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## Keyword Spotting - - - - - - - + + + + + + + - - + + @@ -49,8 +50,8 @@ - - + + @@ -58,8 +59,8 @@ - - + + @@ -67,8 +68,8 @@ - - + + @@ -76,8 +77,8 @@ - - + + @@ -85,8 +86,8 @@ - - + + @@ -94,8 +95,8 @@ - - + + @@ -103,8 +104,8 @@ - - + + @@ -112,8 +113,8 @@ - - + + @@ -121,8 +122,8 @@ - - + + @@ -130,31 +131,31 @@ - - + + -
NetworkTypeFrameworkCortex-ACortex-MMali GPUEthos UNetworkTypeFrameworkCortex-ACortex-MMali GPUEthos U
[CNN Large INT8 *](models/keyword_spotting/cnn_large/tflite_int8)INT8TensorFlow LiteINT8TensorFlow Lite :heavy_check_mark: :heavy_check_mark: :heavy_check_mark:
[CNN Medium INT8 *](models/keyword_spotting/cnn_medium/tflite_int8)INT8TensorFlow LiteINT8TensorFlow Lite :heavy_check_mark: :heavy_check_mark: :heavy_check_mark:
[CNN Small INT8 *](models/keyword_spotting/cnn_small/tflite_int8)INT8TensorFlow LiteINT8TensorFlow Lite :heavy_check_mark: :heavy_check_mark: :heavy_check_mark:
[DNN Large INT8 *](models/keyword_spotting/dnn_large/tflite_int8)INT8TensorFlow LiteINT8TensorFlow Lite :heavy_check_mark: :heavy_check_mark: :heavy_check_mark:
[DNN Medium INT8 *](models/keyword_spotting/dnn_medium/tflite_int8)INT8TensorFlow LiteINT8TensorFlow Lite :heavy_check_mark: :heavy_check_mark: :heavy_check_mark:
[DNN Small INT8 *](models/keyword_spotting/dnn_small/tflite_int8)INT8TensorFlow LiteINT8TensorFlow Lite :heavy_check_mark: :heavy_check_mark: :heavy_check_mark:
[DS-CNN Clustered FP32](models/keyword_spotting/ds_cnn_large/tflite_clustered_fp32)FP32TensorFlow LiteFP32TensorFlow Lite :heavy_check_mark: :heavy_multiplication_x: :heavy_check_mark:
[DS-CNN Clustered INT8](models/keyword_spotting/ds_cnn_large/tflite_clustered_int8)INT8TensorFlow LiteINT8TensorFlow Lite :heavy_check_mark: :heavy_check_mark: :heavy_check_mark:
[DS-CNN Large INT8 *](models/keyword_spotting/ds_cnn_large/tflite_int8)INT8TensorFlow LiteINT8TensorFlow Lite :heavy_check_mark: :heavy_check_mark: :heavy_check_mark:
[DS-CNN Medium INT8 *](models/keyword_spotting/ds_cnn_medium/tflite_int8)INT8TensorFlow LiteINT8TensorFlow Lite :heavy_check_mark: :heavy_check_mark: :heavy_check_mark:
[DS-CNN Small INT8 *](models/keyword_spotting/ds_cnn_small/tflite_int8)INT8TensorFlow LiteINT8TensorFlow Lite :heavy_check_mark: :heavy_check_mark: :heavy_check_mark: :heavy_check_mark:
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## Object Detection - - - - - - - + + + + + + + - - + + @@ -162,8 +163,8 @@ - - + + @@ -171,37 +172,37 @@ - - + + -
NetworkTypeFrameworkCortex-ACortex-MMali GPUEthos UNetworkTypeFrameworkCortex-ACortex-MMali GPUEthos U
[SSD MobileNet v1 FP32 *](models/object_detection/ssd_mobilenet_v1/tflite_fp32)FP32TensorFlow LiteFP32TensorFlow Lite :heavy_check_mark: :heavy_multiplication_x: :heavy_check_mark:
[SSD MobileNet v1 UINT8 *](models/object_detection/ssd_mobilenet_v1/tflite_uint8)UINT8TensorFlow LiteUINT8TensorFlow Lite :heavy_check_mark: :heavy_multiplication_x: :heavy_check_mark:
[YOLO v3 Tiny FP32 *](models/object_detection/yolo_v3_tiny/tflite_fp32)FP32TensorFlow LiteFP32TensorFlow Lite :heavy_check_mark: :heavy_multiplication_x: :heavy_check_mark: :heavy_multiplication_x:
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## Speech Recognition - - - - - - - + + + + + + + - - + + -
NetworkTypeFrameworkCortex-ACortex-MMali GPUEthos UNetworkTypeFrameworkCortex-ACortex-MMali GPUEthos U
[Wav2letter INT8](models/speech_recognition/wav2letter/tflite_int8)INT8TensorFlow LiteINT8TensorFlow Lite :heavy_check_mark: :heavy_check_mark: :heavy_check_mark: :heavy_check_mark:
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### Key * :heavy_check_mark: - Will run on this platform. @@ -211,5 +212,3 @@ ## License [Apache-2.0](https://spdx.org/licenses/Apache-2.0.html) unless otherwise explicitly stated. - -