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README.md

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