README.md

Learning delicate local representations for multi-person pose estimation

Introduction

[ALGORITHM]

@misc{cai2020learning,
    title={Learning Delicate Local Representations for Multi-Person Pose Estimation},
    author={Yuanhao Cai and Zhicheng Wang and Zhengxiong Luo and Binyi Yin and Angang Du and Haoqian Wang and Xinyu Zhou and Erjin Zhou and Xiangyu Zhang and Jian Sun},
    year={2020},
    eprint={2003.04030},
    archivePrefix={arXiv},
    primaryClass={cs.CV}
}

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
rsn_18	256x192	0.704	0.887	0.779	0.771	0.926	ckpt	log
rsn_50	256x192	0.723	0.896	0.800	0.788	0.934	ckpt	log
2xrsn_50	256x192	0.745	0.899	0.818	0.809	0.939	ckpt	log
3xrsn_50	256x192	0.750	0.900	0.823	0.813	0.940	ckpt	log