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Demo-Maker / modules / rtmpose / configs / body_2d_keypoint / yoloxpose / coco / yoloxpose_coco.md
YOLO-Pose (CVPRW'2022)
@inproceedings{maji2022yolo,
  title={Yolo-pose: Enhancing yolo for multi person pose estimation using object keypoint similarity loss},
  author={Maji, Debapriya and Nagori, Soyeb and Mathew, Manu and Poddar, Deepak},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  pages={2637--2646},
  year={2022}
}
YOLOX
@article{ge2021yolox,
  title={Yolox: Exceeding yolo series in 2021},
  author={Ge, Zheng and Liu, Songtao and Wang, Feng and Li, Zeming and Sun, Jian},
  journal={arXiv preprint arXiv:2107.08430},
  year={2021}
}
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

ArchInput SizeAPAP50AP75ARAR50ckptlog
yoloxpose_tiny416x4160.5260.7930.5560.5710.833ckptlog
yoloxpose_s640x6400.6410.8720.7020.6820.902ckptlog
yoloxpose_m640x6400.6950.8990.7660.7330.926ckptlog
yoloxpose_l640x6400.7120.9010.7820.7490.926ckptlog