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CentripetalNet

Introduction

@InProceedings{Dong_2020_CVPR,
author = {Dong, Zhiwei and Li, Guoxuan and Liao, Yue and Wang, Fei and Ren, Pengju and Qian, Chen},
title = {CentripetalNet: Pursuing High-Quality Keypoint Pairs for Object Detection},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2020}
}

Results and models

Backbone Batch Size Step/Total Epochs Mem (GB) Inf time (fps) box AP Config Download
HourglassNet-104 16 x 6 190/210 16.7 3.7 44.8 config model | log

Note:

  • TTA setting is single-scale and flip=True.
  • The model we released is the best checkpoint rather than the latest checkpoint (box AP 44.8 vs 44.6 in our experiment).