MODEL_ZOO.md

Model Zoo

This page summarizes all the trained models.

Person re-identification

Market-1501

model	backbone	GPU	FT	RR	mAP	Rank-1	Rank-5	Rank-10	download
gluoncv_baseline	R50v1	1	no	no	79.6	91.7	97.0	98.1	link
strong_baseline	R50v1	1	no	no	86.3	94.6	98.3	99.1	link
strong_baseline	R50v1	8	no	no	86.2	94.5	98.3	98.9	/

• FT for flip-test, RR for re-ranking.

Pedestrian Attribute Recognition

RAP v2.0

model	backbone	GPU	mA	Acc	Prec	Rec	F1	download
deepmar	R50v1	1	0.7591	0.6176	0.7528	0.7504	0.7516	link

Pose Estimation

COCO keypoints

model	backbone	GPU	AP (0.5: 0.95)	AP (0.5)	AP (0.7)	download
simple_pose	R50v1	1	0.702	0.913	0.776	link

Dense Human Pose Estimation (DensePose)

DensePose-COCO

model	backbone	GPU	AP (0.5: 0.95)	AP (0.5)	AP (0.7)	AP (medium)	AP (large)	download
densepose_baseline	R50v1	1	0.600	0.915	0.660	0.636	0.607	link