free_anchor

FreeAnchor: Learning to Match Anchors for Visual Object Detection

Introduction

@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.