mmpose/configs/body_2d_keypoint/topdown_heatmap/jhmdb/cpm_jhmdb.md

CPM (CVPR'2016)

@inproceedings{wei2016convolutional,
  title={Convolutional pose machines},
  author={Wei, Shih-En and Ramakrishna, Varun and Kanade, Takeo and Sheikh, Yaser},
  booktitle={Proceedings of the IEEE conference on Computer Vision and Pattern Recognition},
  pages={4724--4732},
  year={2016}
}

JHMDB (ICCV'2013)

@inproceedings{Jhuang:ICCV:2013,
  title = {Towards understanding action recognition},
  author = {H. Jhuang and J. Gall and S. Zuffi and C. Schmid and M. J. Black},
  booktitle = {International Conf. on Computer Vision (ICCV)},
  month = Dec,
  pages = {3192-3199},
  year = {2013}
}

Results on Sub-JHMDB dataset

The models are pre-trained on MPII dataset only. NO test-time augmentation (multi-scale /rotation testing) is used.

• Normalized by Person Size

Split	Arch	Input Size	Head	Sho	Elb	Wri	Hip	Knee	Ank	Mean	ckpt	log
Sub1	cpm	368x368	96.1	91.9	81.0	78.9	96.6	90.8	87.3	89.5	ckpt	log
Sub2	cpm	368x368	98.1	93.6	77.1	70.9	94.0	89.1	84.7	87.4	ckpt	log
Sub3	cpm	368x368	97.9	94.9	87.3	84.0	98.6	94.4	86.2	92.4	ckpt	log
Average	cpm	368x368	97.4	93.5	81.5	77.9	96.4	91.4	86.1	89.8	-	-

• Normalized by Torso Size

Split	Arch	Input Size	Head	Sho	Elb	Wri	Hip	Knee	Ank	Mean	ckpt	log
Sub1	cpm	368x368	89.0	63.0	54.0	54.9	68.2	63.1	61.2	66.0	ckpt	log
Sub2	cpm	368x368	90.3	57.9	46.8	44.3	60.8	58.2	62.4	61.1	ckpt	log
Sub3	cpm	368x368	91.0	72.6	59.9	54.0	73.2	68.5	65.8	70.3	ckpt	log
Average	cpm	368x368	90.1	64.5	53.6	51.1	67.4	63.3	63.1	65.7	-	-