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Sequence Level Semantics Aggregation for Video Object Detection

Introduction

[ALGORITHM]

@inproceedings{wu2019sequence,
  title={Sequence level semantics aggregation for video object detection},
  author={Wu, Haiping and Chen, Yuntao and Wang, Naiyan and Zhang, Zhaoxiang},
  booktitle={Proceedings of the IEEE International Conference on Computer Vision},
  pages={9217--9225},
  year={2019}
}

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 3.49 7.5 78.4 config model | log
R-101-DC5 pytorch 7e 5.18 7.2 81.5 config model | log