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).