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AS-CAL

Introduction

This is the official implementation of "Augmented Skeleton Based Contrastive Action Learning with Momentum LSTM for Unsupervised Action Recognition".

Requirements

Datasets

Usage

For more customized parameter settings, you can change them in parse_option() and/or parse_option_lin_eval(). But some parameters may be reset in the later lines. Carefully check. Apology!

Tips

To debug, we suggest to set epochs to 2 and save_freq to 1 in parse_option().
Besides, we suggest to set epochs to 1 in parse_option_lin_eval().

License

AS-CAL is released under the MIT License.

Citation

@article{RAO202190,
title = {Augmented Skeleton Based Contrastive Action Learning with Momentum LSTM for Unsupervised Action Recognition},
journal = {Information Sciences},
volume = {569},
pages = {90-109},
year = {2021},
doi = {https://doi.org/10.1016/j.ins.2021.04.023},
author = {Haocong Rao and Shihao Xu and Xiping Hu and Jun Cheng and Bin Hu},
}