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
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
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}
}
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