Real-Time Multi-Person 2D Pose Estimation with Temporal Entity Alignment

Based on the PyTorch implementation of the pose estimation algorithm, now with temporal entity tracking/alignment. This pipeline is only built for inference and not for training, but may consider the possibility to provide a training interface.

Source Implementations

• Caffe: https://github.com/ZheC/Realtime_Multi-Person_Pose_Estimation
• Pytorch: https://github.com/tensorboy/pytorch_Realtime_Multi-Person_Pose_Estimation

References

@InProceedings{cao2017realtime,
    title = {Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields},
    author = {Zhe Cao and Tomas Simon and Shih-En Wei and Yaser Sheikh},
    booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    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}
}