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merge: pull request #111 from insertish/insert/feat/bodypix
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feat: multiple vision and helper packages
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jws-1 authored Jan 8, 2024
2 parents 8551b29 + f2d4ecf commit cb7e730
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202 changes: 202 additions & 0 deletions common/helpers/colour_estimation/CMakeLists.txt
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cmake_minimum_required(VERSION 3.0.2)
project(colour_estimation)

## Compile as C++11, supported in ROS Kinetic and newer
# add_compile_options(-std=c++11)

## Find catkin macros and libraries
## if COMPONENTS list like find_package(catkin REQUIRED COMPONENTS xyz)
## is used, also find other catkin packages
find_package(catkin REQUIRED)

## System dependencies are found with CMake's conventions
# find_package(Boost REQUIRED COMPONENTS system)


## Uncomment this if the package has a setup.py. This macro ensures
## modules and global scripts declared therein get installed
## See http://ros.org/doc/api/catkin/html/user_guide/setup_dot_py.html
catkin_python_setup()

################################################
## Declare ROS messages, services and actions ##
################################################

## To declare and build messages, services or actions from within this
## package, follow these steps:
## * Let MSG_DEP_SET be the set of packages whose message types you use in
## your messages/services/actions (e.g. std_msgs, actionlib_msgs, ...).
## * In the file package.xml:
## * add a build_depend tag for "message_generation"
## * add a build_depend and a exec_depend tag for each package in MSG_DEP_SET
## * If MSG_DEP_SET isn't empty the following dependency has been pulled in
## but can be declared for certainty nonetheless:
## * add a exec_depend tag for "message_runtime"
## * In this file (CMakeLists.txt):
## * add "message_generation" and every package in MSG_DEP_SET to
## find_package(catkin REQUIRED COMPONENTS ...)
## * add "message_runtime" and every package in MSG_DEP_SET to
## catkin_package(CATKIN_DEPENDS ...)
## * uncomment the add_*_files sections below as needed
## and list every .msg/.srv/.action file to be processed
## * uncomment the generate_messages entry below
## * add every package in MSG_DEP_SET to generate_messages(DEPENDENCIES ...)

## Generate messages in the 'msg' folder
# add_message_files(
# FILES
# Message1.msg
# Message2.msg
# )

## Generate services in the 'srv' folder
# add_service_files(
# FILES
# Service1.srv
# Service2.srv
# )

## Generate actions in the 'action' folder
# add_action_files(
# FILES
# Action1.action
# Action2.action
# )

## Generate added messages and services with any dependencies listed here
# generate_messages(
# DEPENDENCIES
# std_msgs # Or other packages containing msgs
# )

################################################
## Declare ROS dynamic reconfigure parameters ##
################################################

## To declare and build dynamic reconfigure parameters within this
## package, follow these steps:
## * In the file package.xml:
## * add a build_depend and a exec_depend tag for "dynamic_reconfigure"
## * In this file (CMakeLists.txt):
## * add "dynamic_reconfigure" to
## find_package(catkin REQUIRED COMPONENTS ...)
## * uncomment the "generate_dynamic_reconfigure_options" section below
## and list every .cfg file to be processed

## Generate dynamic reconfigure parameters in the 'cfg' folder
# generate_dynamic_reconfigure_options(
# cfg/DynReconf1.cfg
# cfg/DynReconf2.cfg
# )

###################################
## catkin specific configuration ##
###################################
## The catkin_package macro generates cmake config files for your package
## Declare things to be passed to dependent projects
## INCLUDE_DIRS: uncomment this if your package contains header files
## LIBRARIES: libraries you create in this project that dependent projects also need
## CATKIN_DEPENDS: catkin_packages dependent projects also need
## DEPENDS: system dependencies of this project that dependent projects also need
catkin_package(
# INCLUDE_DIRS include
# LIBRARIES colour_estimation
# CATKIN_DEPENDS other_catkin_pkg
# DEPENDS system_lib
)

###########
## Build ##
###########

## Specify additional locations of header files
## Your package locations should be listed before other locations
include_directories(
# include
# ${catkin_INCLUDE_DIRS}
)

## Declare a C++ library
# add_library(${PROJECT_NAME}
# src/${PROJECT_NAME}/colour_estimation.cpp
# )

## Add cmake target dependencies of the library
## as an example, code may need to be generated before libraries
## either from message generation or dynamic reconfigure
# add_dependencies(${PROJECT_NAME} ${${PROJECT_NAME}_EXPORTED_TARGETS} ${catkin_EXPORTED_TARGETS})

## Declare a C++ executable
## With catkin_make all packages are built within a single CMake context
## The recommended prefix ensures that target names across packages don't collide
# add_executable(${PROJECT_NAME}_node src/colour_estimation_node.cpp)

## Rename C++ executable without prefix
## The above recommended prefix causes long target names, the following renames the
## target back to the shorter version for ease of user use
## e.g. "rosrun someones_pkg node" instead of "rosrun someones_pkg someones_pkg_node"
# set_target_properties(${PROJECT_NAME}_node PROPERTIES OUTPUT_NAME node PREFIX "")

## Add cmake target dependencies of the executable
## same as for the library above
# add_dependencies(${PROJECT_NAME}_node ${${PROJECT_NAME}_EXPORTED_TARGETS} ${catkin_EXPORTED_TARGETS})

## Specify libraries to link a library or executable target against
# target_link_libraries(${PROJECT_NAME}_node
# ${catkin_LIBRARIES}
# )

#############
## Install ##
#############

# all install targets should use catkin DESTINATION variables
# See http://ros.org/doc/api/catkin/html/adv_user_guide/variables.html

## Mark executable scripts (Python etc.) for installation
## in contrast to setup.py, you can choose the destination
# catkin_install_python(PROGRAMS
# scripts/my_python_script
# DESTINATION ${CATKIN_PACKAGE_BIN_DESTINATION}
# )

## Mark executables for installation
## See http://docs.ros.org/melodic/api/catkin/html/howto/format1/building_executables.html
# install(TARGETS ${PROJECT_NAME}_node
# RUNTIME DESTINATION ${CATKIN_PACKAGE_BIN_DESTINATION}
# )

## Mark libraries for installation
## See http://docs.ros.org/melodic/api/catkin/html/howto/format1/building_libraries.html
# install(TARGETS ${PROJECT_NAME}
# ARCHIVE DESTINATION ${CATKIN_PACKAGE_LIB_DESTINATION}
# LIBRARY DESTINATION ${CATKIN_PACKAGE_LIB_DESTINATION}
# RUNTIME DESTINATION ${CATKIN_GLOBAL_BIN_DESTINATION}
# )

## Mark cpp header files for installation
# install(DIRECTORY include/${PROJECT_NAME}/
# DESTINATION ${CATKIN_PACKAGE_INCLUDE_DESTINATION}
# FILES_MATCHING PATTERN "*.h"
# PATTERN ".svn" EXCLUDE
# )

## Mark other files for installation (e.g. launch and bag files, etc.)
# install(FILES
# # myfile1
# # myfile2
# DESTINATION ${CATKIN_PACKAGE_SHARE_DESTINATION}
# )

#############
## Testing ##
#############

## Add gtest based cpp test target and link libraries
# catkin_add_gtest(${PROJECT_NAME}-test test/test_colour_estimation.cpp)
# if(TARGET ${PROJECT_NAME}-test)
# target_link_libraries(${PROJECT_NAME}-test ${PROJECT_NAME})
# endif()

## Add folders to be run by python nosetests
# catkin_add_nosetests(test)
63 changes: 63 additions & 0 deletions common/helpers/colour_estimation/README.md
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# colour_estimation

Python utilities for estimating the name of given colours.

This package is maintained by:
- [Paul Makles](mailto:[email protected])

## Prerequisites

This package depends on the following ROS packages:
- catkin (buildtool)

Ensure numpy is available wherever this package is imported.

## Usage

Find the closest colours to a given colour:

```python
import numpy as np
from colour_estimation import closest_colours, RGB_COLOURS, RGB_HAIR_COLOURS

# find the closest colour from RGB_COLOURS dict
closest_colours(np.array([255, 0, 0]), RGB_COLOURS)

# find the closest colour from RGB_HAIR_COLOURS dict
closest_colours(np.array([200, 150, 0]), RGB_HAIR_COLOURS)
```

## Example

Find the name of the median colour in an image:

```python
import numpy as np
from colour_estimation import closest_colours, RGB_COLOURS

# let `img` be a cv2 image / numpy array

closest_colours(np.median(img, axis=0), RGB_COLOURS)
```

## Technical Overview

Ask the package maintainer to write a `doc/TECHNICAL.md` for their package!

## ROS Definitions

### Launch Files

This package has no launch files.

### Messages

This package has no messages.

### Services

This package has no services.

### Actions

This package has no actions.
10 changes: 10 additions & 0 deletions common/helpers/colour_estimation/doc/EXAMPLE.md
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Find the name of the median colour in an image:

```python
import numpy as np
from colour_estimation import closest_colours, RGB_COLOURS

# let `img` be a cv2 image / numpy array

closest_colours(np.median(img, axis=0), RGB_COLOURS)
```
1 change: 1 addition & 0 deletions common/helpers/colour_estimation/doc/PREREQUISITES.md
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Ensure numpy is available wherever this package is imported.
12 changes: 12 additions & 0 deletions common/helpers/colour_estimation/doc/USAGE.md
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Find the closest colours to a given colour:

```python
import numpy as np
from colour_estimation import closest_colours, RGB_COLOURS, RGB_HAIR_COLOURS

# find the closest colour from RGB_COLOURS dict
closest_colours(np.array([255, 0, 0]), RGB_COLOURS)

# find the closest colour from RGB_HAIR_COLOURS dict
closest_colours(np.array([200, 150, 0]), RGB_HAIR_COLOURS)
```
59 changes: 59 additions & 0 deletions common/helpers/colour_estimation/package.xml
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<?xml version="1.0"?>
<package format="2">
<name>colour_estimation</name>
<version>0.0.0</version>
<description>Python utilities for estimating the name of given colours.</description>

<!-- One maintainer tag required, multiple allowed, one person per tag -->
<!-- Example: -->
<!-- <maintainer email="[email protected]">Jane Doe</maintainer> -->
<maintainer email="[email protected]">Paul Makles</maintainer>


<!-- One license tag required, multiple allowed, one license per tag -->
<!-- Commonly used license strings: -->
<!-- BSD, MIT, Boost Software License, GPLv2, GPLv3, LGPLv2.1, LGPLv3 -->
<license>MIT</license>


<!-- Url tags are optional, but multiple are allowed, one per tag -->
<!-- Optional attribute type can be: website, bugtracker, or repository -->
<!-- Example: -->
<!-- <url type="website">http://wiki.ros.org/colour_estimation</url> -->


<!-- Author tags are optional, multiple are allowed, one per tag -->
<!-- Authors do not have to be maintainers, but could be -->
<!-- Example: -->
<!-- <author email="[email protected]">Jane Doe</author> -->


<!-- The *depend tags are used to specify dependencies -->
<!-- Dependencies can be catkin packages or system dependencies -->
<!-- Examples: -->
<!-- Use depend as a shortcut for packages that are both build and exec dependencies -->
<!-- <depend>roscpp</depend> -->
<!-- Note that this is equivalent to the following: -->
<!-- <build_depend>roscpp</build_depend> -->
<!-- <exec_depend>roscpp</exec_depend> -->
<!-- Use build_depend for packages you need at compile time: -->
<!-- <build_depend>message_generation</build_depend> -->
<!-- Use build_export_depend for packages you need in order to build against this package: -->
<!-- <build_export_depend>message_generation</build_export_depend> -->
<!-- Use buildtool_depend for build tool packages: -->
<!-- <buildtool_depend>catkin</buildtool_depend> -->
<!-- Use exec_depend for packages you need at runtime: -->
<!-- <exec_depend>message_runtime</exec_depend> -->
<!-- Use test_depend for packages you need only for testing: -->
<!-- <test_depend>gtest</test_depend> -->
<!-- Use doc_depend for packages you need only for building documentation: -->
<!-- <doc_depend>doxygen</doc_depend> -->
<buildtool_depend>catkin</buildtool_depend>


<!-- The export tag contains other, unspecified, tags -->
<export>
<!-- Other tools can request additional information be placed here -->

</export>
</package>
11 changes: 11 additions & 0 deletions common/helpers/colour_estimation/setup.py
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#!/usr/bin/env python3

from distutils.core import setup
from catkin_pkg.python_setup import generate_distutils_setup

setup_args = generate_distutils_setup(
packages=['colour_estimation'],
package_dir={'': 'src'}
)

setup(**setup_args)
20 changes: 20 additions & 0 deletions common/helpers/colour_estimation/src/colour_estimation/__init__.py
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from .rgb import RGB_COLOURS, RGB_HAIR_COLOURS

import numpy as np


def closest_colours(requested_colour, colours):
'''
Find the closest colours to the requested colour
This returns the closest three matches
'''

distances = {color: np.linalg.norm(
np.array(rgb_val) - requested_colour) for color, rgb_val in colours.items()}
sorted_colors = sorted(distances.items(), key=lambda x: x[1])
top_three_colors = sorted_colors[:3]
formatted_colors = [(color_name, distance)
for color_name, distance in top_three_colors]

return formatted_colors
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