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	Image/gpu	Lr schd	Inf time (fps)	Box AP	Mask AP	Download	Configs
HRNetV2p_W18	Faster	1	1x	-	36.8	-	model	config
HRNetV2p_W18	Faster	1	2x	-	39.0	-	model	config