Exert Diversity and Mitigate Bias: Domain Generalizable Person Re-identification with a Comprehensive Benchmark

Benchmark Construction

Datasets	Collected Scenes	# Identities	# Cameras	# Total Images
Small-Scale
iLIDS	Airport Arrival Hall	119	2	476
GRID	Underground Station	1,025	8	1,275
PKU	Campus	114	2	1,824
SAIVT	Buildings	152	8	7,150
Medium-Scale
Market-1501	Campus	1,501	6	29,419
LPW	Street	2,731	4	30,678
WildTrack	An Open Area	313	7	33,979
Airport	Airport	9,651	6	39,902
Large-Scale
SOMAset	Synthetic	50	-	100,000
Unreal	Synthetic	1,960	34	119,128
MSMT17	Indoor and Outdoor	4,101	15	126,441
PersonX	Synthetic	1,266	6	273,456

This repo borrows partially from fast-reid

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
AirportALERT.py		AirportALERT.py
PersonX.py		PersonX.py
README.md		README.md
__init__.py		__init__.py
bases.py		bases.py
caviara.py		caviara.py
cuhk02.py		cuhk02.py
cuhk03.py		cuhk03.py
cuhk03_full.py		cuhk03_full.py
cuhk_sysu.py		cuhk_sysu.py
dukemtmcreid.py		dukemtmcreid.py
grid.py		grid.py
iLIDS.py		iLIDS.py
lpw.py		lpw.py
market1501.py		market1501.py
msmt17.py		msmt17.py
partition.txt		partition.txt
pes3d.py		pes3d.py
pku.py		pku.py
prai.py		prai.py
prid.py		prid.py
saivt.py		saivt.py
sensereid.py		sensereid.py
shinpuhkan.py		shinpuhkan.py
somaset.py		somaset.py
sysu_mm.py		sysu_mm.py
thermalworld.py		thermalworld.py
unreal.py		unreal.py
vehicleid.py		vehicleid.py
veri.py		veri.py
veriwild.py		veriwild.py
viper.py		viper.py
wildtracker.py		wildtracker.py