SimpleBaseline2D (ECCV'2018) ```bibtex @inproceedings{xiao2018simple, title={Simple baselines for human pose estimation and tracking}, author={Xiao, Bin and Wu, Haiping and Wei, Yichen}, booktitle={Proceedings of the European conference on computer vision (ECCV)}, pages={466--481}, year={2018} } ```
ResNet (CVPR'2016) ```bibtex @inproceedings{he2016deep, title={Deep residual learning for image recognition}, author={He, Kaiming and Zhang, Xiangyu and Ren, Shaoqing and Sun, Jian}, booktitle={Proceedings of the IEEE conference on computer vision and pattern recognition}, pages={770--778}, year={2016} } ```
OneHand10K (TCSVT'2019) ```bibtex @article{wang2018mask, title={Mask-pose cascaded cnn for 2d hand pose estimation from single color image}, author={Wang, Yangang and Peng, Cong and Liu, Yebin}, journal={IEEE Transactions on Circuits and Systems for Video Technology}, volume={29}, number={11}, pages={3258--3268}, year={2018}, publisher={IEEE} } ```
Results on OneHand10K val set | Arch | Input Size | PCK@0.2 | AUC | EPE | ckpt | log | | :--------------------------------------------------------- | :--------: | :-----: | :---: | :---: | :--------------------------------------------------------: | :-------------------------------------------------------: | | [pose_resnet_50](/configs/hand_2d_keypoint/topdown_heatmap/onehand10k/td-hm_res50_8xb32-210e_onehand10k-256x256.py) | 256x256 | 0.989 | 0.555 | 25.16 | [ckpt](https://download.openmmlab.com/mmpose/hand/resnet/res50_onehand10k_256x256-739c8639_20210330.pth) | [log](https://download.openmmlab.com/mmpose/hand/resnet/res50_onehand10k_256x256_20210330.log.json) |