README.md

Deep high-resolution representation learning for visual recognition

Introduction

[ALGORITHM]

@article{WangSCJDZLMTWLX19,
  title={Deep High-Resolution Representation Learning for Visual Recognition},
  author={Jingdong Wang and Ke Sun and Tianheng Cheng and
          Borui Jiang and Chaorui Deng and Yang Zhao and Dong Liu and Yadong Mu and
          Mingkui Tan and Xinggang Wang and Wenyu Liu and Bin Xiao},
  journal   = {TPAMI}
  year={2019}
}

Results and models

2d Face Keypoint Estimation

Results on AFLW dataset

The model is trained on AFLW train and evaluated on AFLW full and frontal.

Arch	Input Size	NMEfull	NMEfrontal	ckpt	log
pose_hrnetv2_w18	256x256	1.41	1.27	ckpt	log

Results on WFLW dataset

The model is trained on WFLW train.

Arch	Input Size	NMEtest	NMEpose	NMEillumination	NMEocclusion	NMEblur	NMEmakeup	NMEexpression	ckpt	log
pose_hrnetv2_w18	256x256	4.06	6.98	3.99	4.83	4.59	3.92	4.33	ckpt	log