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PYSKL Release v0.1

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@kennymckormick kennymckormick released this 03 Apr 10:01
· 109 commits to main since this release

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.