UAV-Human

Official repository for CVPR2021: UAV-Human: A Large Benchmark for Human Behavior Understanding with Unmanned Aerial Vehicle

Dataset Download

The dataset is available for Download now!

Annotations

VideoNames: P070S01G10B00H10UC102000LC092000A031R0_09131758.avi

P070: (PersonID) unique person ID for the main subject in current video

S01: (SetupID) setup id that indicates changing of clothing, hat, backpack of the main subject

G10: (Gender) first bit is main subject's gender, second bit is auxiliary subject's gender

0: n/a; 1: male; 2: female

B00: (Backpack) first bit is main subject's backpack color, second bit is auxiliary subject's backpack color

0: n/a; 1: red; 2: black; 3: green; 4: yellow

H10: (Hat) first bit is main subject's hat color, second bit is auxiliary subject's hat color

0: n/a; 1: red; 2: black; 3: green; 4: white

UC102000: (UpperClothing) first three bits are main subject's upper clothing color and style, last three bits are auxiliary subject's upper clothing color and style

color: 0: n/a; 1: red; 2: black; 3: blue; 4: green; 5: multicolor; 6: grey; 7: white; 8: yellow; 9: dark brown; 10: purple; 11: pink

style: 0: n/a; 1: long; 2: short; 3: skirt

LC102000: (LowerClothing) first three bits are main subject's lower clothing color and style, last three bits are auxiliary subject's lower clothing color and style

color: 0: n/a; 1: red; 2: black; 3: blue; 4: green; 5: multicolor; 6: grey; 7: white; 8: yellow; 9: dark brown; 10: purple; 11: pink

style: 0: n/a; 1: long; 2: short; 3: skirt

A031: (Action) action labels of current sample

R00: (Replicate) replicate capturing

09131758: capturing timestamp, month/day/hour/minute

Citation

@InProceedings{Li_2021_CVPR,
    author    = {Li, Tianjiao and Liu, Jun and Zhang, Wei and Ni, Yun and Wang, Wenqian and Li, Zhiheng},
    title     = {UAV-Human: A Large Benchmark for Human Behavior Understanding With Unmanned Aerial Vehicles},
    booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
    month     = {June},
    year      = {2021},
    pages     = {16266-16275}
}

Contact

tianjiao_li [at] mymail.sutd.edu.sg

GitHub

https://github.com/SUTDCV/UAV-Human