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README.md

FreeAnchor: Learning to Match Anchors for Visual Object Detection

Introduction

[ALGORITHM]

@inproceedings{zhang2019freeanchor,
  title   =  {{FreeAnchor}: Learning to Match Anchors for Visual Object Detection},
  author  =  {Zhang, Xiaosong and Wan, Fang and Liu, Chang and Ji, Rongrong and Ye, Qixiang},
  booktitle =  {Neural Information Processing Systems},
  year    =  {2019}
}

Results and Models

Backbone Style Lr schd Mem (GB) Inf time (fps) box AP Config Download
R-50 pytorch 1x 4.9 18.4 38.7 config model | log
R-101 pytorch 1x 6.8 14.9 40.3 config model | log
X-101-32x4d pytorch 1x 8.1 11.1 41.9 config model | log

Notes:

  • We use 8 GPUs with 2 images/GPU.
  • For more settings and models, please refer to the official repo.