The code is developed using python 3.6 on Ubuntu 18.04. NVIDIA GPUs are needed. The code is developed and tested using 4 1080ti GPU cards. Other platforms or GPU cards are not fully tested.
Quick start
1. Preparation
1.1 Prepare the dataset
cd training; bash getData.sh to obtain the COCO 2017 images in /data/root/coco/images/, keypoints annotations in /data/root/coco/annotations/, make them look like this:
All contributions are welcomed. If you encounter any issue (including examples of images where it fails) feel free to open an issue.
Citation
Please cite the paper in your publications if it helps your research:
@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}
}