Newer
Older
Demo-Maker / modules / rtmpose / configs / body_2d_keypoint / rtmpose / body8 / rtmpose_body8-halpe26.md
RTMPose (arXiv'2023)
@misc{https://doi.org/10.48550/arxiv.2303.07399,
  doi = {10.48550/ARXIV.2303.07399},
  url = {https://arxiv.org/abs/2303.07399},
  author = {Jiang, Tao and Lu, Peng and Zhang, Li and Ma, Ningsheng and Han, Rui and Lyu, Chengqi and Li, Yining and Chen, Kai},
  keywords = {Computer Vision and Pattern Recognition (cs.CV), FOS: Computer and information sciences, FOS: Computer and information sciences},
  title = {RTMPose: Real-Time Multi-Person Pose Estimation based on MMPose},
  publisher = {arXiv},
  year = {2023},
  copyright = {Creative Commons Attribution 4.0 International}
}

RTMDet (arXiv'2022)
@misc{lyu2022rtmdet,
      title={RTMDet: An Empirical Study of Designing Real-Time Object Detectors},
      author={Chengqi Lyu and Wenwei Zhang and Haian Huang and Yue Zhou and Yudong Wang and Yanyi Liu and Shilong Zhang and Kai Chen},
      year={2022},
      eprint={2212.07784},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}
AlphaPose (TPAMI'2022)
@article{alphapose,
  author = {Fang, Hao-Shu and Li, Jiefeng and Tang, Hongyang and Xu, Chao and Zhu, Haoyi and Xiu, Yuliang and Li, Yong-Lu and Lu, Cewu},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  title = {AlphaPose: Whole-Body Regional Multi-Person Pose Estimation and Tracking in Real-Time},
  year = {2022}
}
ConfigInput SizePCK@0.1
(Body8)
AUC
(Body8)
Params(M)FLOPS(G)Download
RTMPose-t*256x19291.8966.353.510.37Model
RTMPose-s*256x19293.0168.625.700.70Model
RTMPose-m*256x19294.7571.9113.931.95Model
RTMPose-l*256x19295.3773.1928.114.19Model
RTMPose-m*384x28895.1573.5614.064.37Model
RTMPose-l*384x28895.5674.3828.249.40Model
RTMPose-x*384x28895.7474.8250.0017.29Model