Dataset Download

There are 73,892 images with more than 6.5M human instances in the entire set. The dataset contains 6 different games and each game is zipped into a tar.xz file. The ground truth annotations for human instances (bounding boxes, pixel-level labels) and all the meta data (camera location, pose, etc.) for each game are included in each game file.
Google Drive links for download:

Game 1 | Game 2 | Game 3 | Game 4 | Game 5 | Game 6

Croissant Metadata:

download

Video

Creators

* indicates equal contribution

Jinsub Yim

*Jinsub Yim

University of Maryland, College Park

Hyungtae Lee

*Hyungtae Lee

BlueHalo

Sungmin Eum

*Sungmin Eum

DEVCOM Army Research Laboratory

Yi-Ting Shen

Yi-Ting Shen

University of Maryland, College Park

Yan Zhang

Yan Zhang

University of Maryland, College Park

Heesung Kwon

Heesung Kwon

DEVCOM Army Research Laboratory

Shuvra Bhattacharyya

Shuvra S. Bhattacharyya

University of Maryland, College Park

Sponsors

This research was sponsored by the Defense Threat Reduction Agency (DTRA) and the DEVCOM Army Research Laboratory (ARL) under a cooperative agreement (W911NF2120076). This research was also sponsored in part by the Army Research Office and ARL (W911NF2110258).