The Official PyTorch implementation of "Part Aware Contrastive Learning for Self-Supervised Action Recognition" in IJCAI 2023. The arXiv version of our paper is in https://arxiv.org/abs/2305.00666.
Python >= 3.6, Pytorch >= 1.4
Example for pre-training and linear evaluation of SkeAttnCLR. You can change some settings of .yaml files in config/SkeAttnCLR/NTU60 folder.
sh run_NTU60.sh
Please cite our paper if you find this repository useful in your resesarch:
@inproceedings{Hua2023SkeAttnCLR,
Title= {Part Aware Contrastive Learning for Self-Supervised Action Recognition},
Author= {Hua, Yilei and Wu, Wenhan and Zheng, Ce and Lu, Aidong and Liu, Mengyuan and Chen, Chen and Wu, Shiqian},
Booktitle= {International Joint Conference on Artificial Intelligence},
Year= {2023}
}