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openpose_ros

Example ROS catkin package that utilizes the OpenPose library from https://github.com/CMU-Perceptual-Computing-Lab/openpose.

System

Tested on:

  • Ubuntu 14.04 / Ubuntu 16.04
  • ROS Indigo / Kinetic
  • CUDA 8.0 / CUDA 10.0 / CUDA 10.1
  • cuDNN 5.1 / cuDNN 6.0 / cuDNN 7.2.4 / cuDNN 7.5.0
  • OpenCV 3.3 / OpenCV 3.4

Installation Steps

  1. Clone OpenPose somewhere not in your catkin_workspace.
    git clone https://github.com/CMU-Perceptual-Computing-Lab/openpose.git
  2. IMPORTANT: I do not update this repository very frequently and the maintainers of OpenPose tend to change their API frequently, so I can only guarantee that it will work with certain versions of OpenPose. Currently I have updated this ros wrapper to work with commit 6d3ff8b. You can use get that version by running the following commands:
    cd openpose git checkout 6d3ff8b
  3. Install openpose using instructions from here: https://github.com/CMU-Perceptual-Computing-Lab/openpose/blob/6d3ff8b3361cb5c098294b486a25c9921ad864c2/doc/installation.md. Make sure to run sudo make install in the build folder at the end.
  4. Clone this repository into your catkin_workspace/src directory.
    git clone https://github.com/firephinx/openpose_ros.git
  5. Modify the model_folder line in openpose_ros/src/gflags_options.cpp to where openpose is installed.
    DEFINE_string(model_folder, "/path/to/openpose/models/", "Folder path (absolute or relative) where the models (pose, face, ...) are located.");
  6. Modify the image_topic parameter in openpose_ros/launch/openpose_ros.launch to the image_topic you want to process.
    <param name="image_topic" value="/camera/image_raw" />
  7. Modify the other parameters in openpose_ros/src/gflags_options.cpp and openpose_ros/launch/openpose_ros.launch to your liking such as enabling face and hands detection.
  8. Run catkin_make from your catkin_workspace directory.

Potential Installation Issues

  1. If cv_bridge is causing you errors and/or you decide to use OpenCV 3.2+, copy the cv_bridge folder from https://github.com/ros-perception/vision_opencv into your catkin_workspace/src directory.
  2. If you have problems with CUDA during catkin_make, uncomment this line in CMakeLists.txt # find_package(CUDA REQUIRED)

Running

source catkin_workspace/devel/setup.bash roslaunch openpose_ros openpose_ros.launch

About

ROS Catkin package wrapper for the OpenPose library from https://github.com/CMU-Perceptual-Computing-Lab/openpose.

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  • C++ 92.3%
  • CMake 7.7%