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retinanet_ghm_r101_fpn_1x_coco.py

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retinanet_ghm_x101_32x4d_fpn_1x_coco.py

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README.md

Gradient Harmonized Single-stage Detector

Introduction

@inproceedings{li2019gradient,
  title={Gradient Harmonized Single-stage Detector},
  author={Li, Buyu and Liu, Yu and Wang, Xiaogang},
  booktitle={AAAI Conference on Artificial Intelligence},
  year={2019}
}

Results and Models

Backbone Style Lr schd Mem (GB) Inf time (fps) box AP Config Download
R-50-FPN pytorch 1x 4.0 3.3 37.0 config model | log
R-101-FPN pytorch 1x 6.0 4.4 39.1 config model | log
X-101-32x4d-FPN pytorch 1x 7.2 5.1 40.7 config model | log
X-101-64x4d-FPN pytorch 1x 10.3 5.2 41.4 config model | log