generalizable_reid

light-reid Model Zoo

This file collect a set of pre-train models.

run

# train
python train.py --config_file ./base_config.yaml

# infer
python infer.py --config_file ./base_config.yaml --model_path /path/to/model.pth

Multiple-Datasets Training

Training a model with multiple datasets, makes it stronger and more generalizable

Training Dataset	Test Dataset	map	rank-1	rank-5	rank-10
DukeMTMC-reID Market-1501 MSMT17 CUHK03 WildTrack NJUST RAP(private)	DukeMTMCreID	0.6824988661464477	0.835278276481149	0.914721723518851	0.9349192100538599
	Market1501	0.7929966369451702	0.9263657957244655	0.9756532066508313	0.9842636579572447
	MSMT17	0.3968708072353888	0.7006604339994854	0.8137061497555537	0.8516167767389999
	CUHK03	0.694728373609779	0.7307142857142858	0.875	0.9235714285714286