PYSKL Release v0.1
Supported Algorithms
- PoseConv3D (CVPR2022 Oral): A 3D-CNN based approach for skeleton action recognition.
- ST-GCN (AAAI 2018): A GCN based approach for skeleton action recognition.
- ST-GCN++ (PYSKL): A variant of ST-GCN, which achieves outstanding recognition performance without any adaptive schemes.
Supported Datasets
- NTURGB+D & NTURGB+D 120 (all splits, both 2D & 3D skeletons).
- FineGYM (2D skeletons).
- UCF101 (2D skeletons).
- HMDB51 (2D skeletons).
Supported Features
- Training and testing of all supported algorithms.
- Visualization of both 2D and 3D skeleton annotations.