mmpose/configs/body_2d_keypoint/rtmo/coco/rtmo_coco.md

2.6 KiB

RTMO
@misc{lu2023rtmo,
      title={{RTMO}: Towards High-Performance One-Stage Real-Time Multi-Person Pose Estimation},
      author={Peng Lu and Tao Jiang and Yining Li and Xiangtai Li and Kai Chen and Wenming Yang},
      year={2023},
      eprint={2312.07526},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}
COCO (ECCV'2014)
@inproceedings{lin2014microsoft,
  title={Microsoft coco: Common objects in context},
  author={Lin, Tsung-Yi and Maire, Michael and Belongie, Serge and Hays, James and Perona, Pietro and Ramanan, Deva and Doll{\'a}r, Piotr and Zitnick, C Lawrence},
  booktitle={European conference on computer vision},
  pages={740--755},
  year={2014},
  organization={Springer}
}

Results on COCO val2017

Arch Input Size AP AP50 AP75 AR AR50 ckpt log
RTMO-s 640x640 0.677 0.878 0.737 0.715 0.908 ckpt log
RTMO-m 640x640 0.709 0.890 0.778 0.747 0.920 ckpt log
RTMO-l 640x640 0.724 0.899 0.788 0.762 0.927 ckpt log