socceract10's Introduction

SoccerAct10: A Video Action Recognition Dataset

SoccerAct10 is a video action recognition dataset consisting of 10 soccer actions. This dataset was developed using the videos from YouTube.

Preview

Dataset Access

The dataset can be used only for the research purpose. If you need the dataset for your research work, please email at: [email protected]

Announcement

The redundant samples of different soccer actions will be removed in the upcoming release.

Citation

If you find SoccerAct10 helpful in your work, you can cite the following papers:

@article{sen2022categorization,
  title={Categorization of actions in soccer videos using a combination of transfer learning and Gated Recurrent Unit},
  author={Sen, Anik and Deb, Kaushik},
  journal={ICT Express},
  volume={8},
  number={1},
  pages={65--71},
  year={2022},
  publisher={Elsevier}
}

@inproceedings{sen2022fine,
  title={Fine-Grained Soccer Actions Classification Using Deep Neural Network},
  author={Sen, Anik and Hossain, Syed Md Minhaz and Russo, Mohammad Ashraf and Deb, Kaushik and Jo, Kang-Hyun},
  booktitle={2022 15th International Conference on Human System Interaction (HSI)},
  pages={1--6},
  year={2022},
  organization={IEEE}
}

socceract10's People