README.md

Stacked hourglass networks for human pose estimation

Introduction

@inproceedings{newell2016stacked,
  title={Stacked hourglass networks for human pose estimation},
  author={Newell, Alejandro and Yang, Kaiyu and Deng, Jia},
  booktitle={European conference on computer vision},
  pages={483--499},
  year={2016},
  organization={Springer}
}

Results and models

2d Human Pose Estimation

Results on COCO val2017 with detector having human AP of 56.4 on COCO val2017 dataset

Arch	Input Size	AP	AP50	AP75	AR	AR50	ckpt	log
pose_hourglass_52	256x256	0.726	0.896	0.799	0.780	0.934	ckpt	log
pose_hourglass_52	384x384	0.746	0.900	0.813	0.797	0.939	ckpt	log

Results on MPII val set

Arch	Input Size	Mean	[email protected]	ckpt	log
pose_hourglass_52	256x256	0.889	0.317	ckpt	log
pose_hourglass_52	384x384	0.894	0.366	ckpt	log