Hzzone / CNTK_Realtime_Multi-Person_Pose_Estimation

Microsoft CNTK implementation of Realtime Multi-Person Pose Estimation.

CNTK_Realtime_Multi-Person_Pose_Estimation

This is a CNTK implementation of Realtime Multi-Person Pose Estimation, origin code is here https://github.com/ZheC/Realtime_Multi-Person_Pose_Estimation

git clone --depth 1 https://github.com/Hzzone/CNTK_Realtime_Multi-Person_Pose_Estimation.git

Model Download

• onedrive
• 坚果云

Requirements

CNTK>=2.3
matplotlib
opencv-python

or run pip3 install -r requirements.txt.

Results

Run python3/python demo.py to see the result if you have cntk and other requirements installed.

Running

For images run python run_image.py --image ../sample/ski.jpg

For videos run python run_video.py --video ../sample/lucas.m4v

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Citation

Please cite the paper in your publications if it helps your research:

@inproceedings{cao2017realtime,
  author = {Zhe Cao and Tomas Simon and Shih-En Wei and Yaser Sheikh},
  booktitle = {CVPR},
  title = {Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields},
  year = {2017}
  }
  
@inproceedings{wei2016cpm,
  author = {Shih-En Wei and Varun Ramakrishna and Takeo Kanade and Yaser Sheikh},
  booktitle = {CVPR},
  title = {Convolutional pose machines},
  year = {2016}
  }