Pose/keypoints Model Zoo

Body

Topdown Heatmap + Hrnet + Udp on Coco

Config	Params	AP	AP50	AP75	AR	AR50	Download
hrnet_w48_coco_256x192_udp	63.6M	0.781	0.936	0.849	0.801	0.941	model

Topdown Heatmap + Litehrnet on Coco

Config	Params	AP	AP50	AP75	AR	AR50	Download
litehrnet_30_coco_384x288	1.76M	0.710	0.905	0.783	0.742	0.919	model

WholeBody

Topdown Heatmap + Hrnet + Dark on Coco-Wholebody

Config	Params	Body AP	Body AR	Foot AP	Foot AR	Face AP	Face AR	LeftHand AP	LeftHand AR	RightHand AP	RightHand AP	Whole AP	Whole AR	Download
hrnet_w48_coco_wholebody_384x288_dark_plus	63.6M	0.766	0.806	0.746	0.805	0.856	0.892	0.631	0.694	0.595	0.667	0.684	0.742	model

Note: plus means the model is first pre-trained on original COCO dataset, and then fine-tuned on COCO-WholeBody dataset.

Hand

Topdown Heatmap + Hrnet + Dark + Coco + Wholebody on Coco_wholebody_hand

Config	Params	PCK	AUC	EPE	Download
hrnet_w18_coco_wholebody_hand_256x256_dark	9.6M	0.816	0.839	4.39	model