简体中文 | English
We implemented video classification model and action localization model in this repo.
| Model | Field | Description |
|---|---|---|
| ppTSM | video recognition | 基于时序移位的简单高效视频时空建模方法 |
| SlowFast | video recognition | 3D高精度模型 |
| TSM | video recognition | 基于时序移位的简单高效视频时空建模方法 |
| TSN | video recognition | ECCV'16提出的基于2D-CNN经典解决方案 |
| Attention LSTM | video recognition | 常用序列模型，速度快精度高 |
| BMN | action localization | 2019年ActivityNet夺冠方案 |
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Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification, Xiang Long, Chuang Gan, Gerard de Melo, Jiajun Wu, Xiao Liu, Shilei Wen
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BMN: Boundary-Matching Network for Temporal Action Proposal Generation, Tianwei Lin, Xiao Liu, Xin Li, Errui Ding, Shilei Wen.
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SlowFast Networks for Video Recognition, Feichtenhofer C, Fan H, Malik J, et al.
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Temporal Segment Networks: Towards Good Practices for Deep Action Recognition, Limin Wang, Yuanjun Xiong, Zhe Wang, Yu Qiao, Dahua Lin, Xiaoou Tang, Luc Van Gool
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Temporal Shift Module for Efficient Video Understanding, Ji Lin, Chuang Gan, Song Han