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High-resolution networks (HRNets) for object detection

Introduction

Deep High-Resolution Representation Learning for Human Pose Estimation: https://arxiv.org/abs/1902.09212

@inproceedings{SunXLW19,
title={Deep High-Resolution Representation Learning for Human Pose Estimation},
author={Ke Sun and Bin Xiao and Dong Liu and Jingdong Wang},
booktitle={CVPR},
year={2019}
}

High-Resolution Representations for Labeling Pixels and Regions: https://arxiv.org/abs/1904.04514

@article{SunZJCXLMWLW19,
title={High-Resolution Representations for Labeling Pixels and Regions},
author={Ke Sun and Yang Zhao and Borui Jiang and Tianheng Cheng and Bin Xiao
and Dong Liu and Yadong Mu and Xinggang Wang and Wenyu Liu and Jingdong Wang},
journal   = {CoRR},
volume    = {abs/1904.04514},
year={2019}
}

Model Zoo

Backbone	Type	deformable Conv	Image/gpu	Lr schd	Inf time (fps)	Box AP	Mask AP	Download	Configs
HRNetV2p_W18	Faster	False	2	1x	17.509	36.0	-	model	config
HRNetV2p_W18	Faster	False	2	2x	17.509	38.0	-	model	config

README.md

High-resolution networks (HRNets) for object detection

Introduction

Model Zoo