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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) Train time (s/iter) Inf time (fps) box AP Download
R-50-FPN pytorch 1x 3.9 0.500 9.4 36.9 model
R-101-FPN pytorch 1x 5.8 0.625 8.5 39.0 model
X-101-32x4d-FPN pytorch 1x 7.0 0.818 7.6 40.5 model
X-101-64x4d-FPN pytorch 1x 9.9 1.191 6.1 41.6 model