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Datasets

Free-view

Name Year Attributes Avg. Resolution No. Samples No. Instenaces Avg. Cnt Link
NWPU-Crowd 2020 Congested 2311*3383 5,109 2,133,238 418 [Homepage] [Download] [Code]
JHU-CROWD 2019 Congested 1450*900 4,250 1,114,785 262 [Homepage]
UCF-QNRF 2018 Congested 2013*2902 1,535 1,251,642 815 [Homepage] [Download]
ShanghaiTech Part A 2016 Congested 589*868 482 241,677 501 Download: [Link1] [Link2]
UCF_CC_50 2013 Congested 2101*2888 50 63,974 1,279 [Homepage]

Surveillance-view

Name Year Attributes Avg. Resolution No. Samples No. Instenaces Avg. Cnt Link
Crowd Surveillance 2019 Free scenes 840*1342 13,945 386,513 28 [Homepage]
ShanghaiTechRGBD 2019 Depth - - - - [Homepage]
Fudan-ShanghaiTech 2019 Video 1080*1920 15,000 394,081 27 [Homepage] [Download (pwd:sgt1)]
GCC 2019 400 Fixed Scenes, Synthetic 1080*1920 15,211 7,625,843 501 Download: [Link1] [Link2] [Link3 (pwd:utdo)]
Venice 2019 4 Fixed Scenes 720*1280 167 - - [Download]
CityStreet 2019 Multi-view 1520*2704 500 - - [Homepage]
Beijing-BRT 2019 1 Fixed Scene 640*360 1,280 16,795 13 [Homepage]
SmartCity 2018 - 1080*1920 50 369 7 Download: [Link1] [Link2]
CityUHK-X 2017 55 Fixed Scenes 384*512 3,191 106,783 33 [Homepage]
ShanghaiTech Part B 2016 Free Scenes 768*1024 716 88,488 123 Download: [Link1] [Link2]
AHU-Crowd 2016 - 720*576 107 45,000 421 [Homepage]
WorldExpo'10 2015 108 Fixed Scenes 576*720 3,980 199,923 50 [Homepage]
Mall 2012 1 Fixed Scene 480*640 2,000 62,325 31 [Homepage]
UCSD 2008 1 Fixed Scene 158*238 2,000 49,885 25 [Homepage]

Drone-view

Name Year Attributes Avg. Resolution No. Samples No. Instenaces Avg. Cnt Link
DroneVehicle 2020 Vehicle 840*712 31,064 441,642 14.2 [Homepage]
DroneCrowd 2019 Video 1080*1920 33,600 4,864,280 145 [Homepage]
DLR-ACD 2019 - - 33 226,291 6,857 [Homepage]