Spatial Temporal Graph Convolutional Networks (ST-GCN) for Skeleton-Based Action Recognition in PyTorch

Reminder

ST-GCN has transferred to MMSkeleton, and keep on developing as an flexible open source toolbox for skeleton-based human understanding. You are welcome to migrate to new MMSkeleton. Custom networks, data loaders and checkpoints of old st-gcn are compatible with MMSkeleton. If you want to use old ST-GCN, please refer to OLD_README.md.

This code base will soon be not maintained and exists as a historical artifact to supplement our AAAI papers on:

Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition, Sijie Yan, Yuanjun Xiong and Dahua Lin, AAAI 2018. [Arxiv Preprint]

For more recent works please checkout MMSkeleton.