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Deep Feature Flow for Video Recognition

Introduction

[ALGORITHM]

@inproceedings{zhu2017deep,
  title={Deep feature flow for video recognition},
  author={Zhu, Xizhou and Xiong, Yuwen and Dai, Jifeng and Yuan, Lu and Wei, Yichen},
  booktitle={Proceedings of the IEEE conference on computer vision and pattern recognition},
  pages={2349--2358},
  year={2017}
}

Results and models on ImageNet VID dataset

We observe around 1 mAP fluctuations in performance, and provide the best model.

Backbone Style Lr schd Mem (GB) Inf time (fps) box AP@50 Config Download
R-50-DC5 pytorch 7e 2.50 44.0 70.3 config model | log
R-101-DC5 pytorch 7e 3.25 39.8 73.5 config model | log