[CVPR2021] UAV-Human: A Large Benchmark for Human Behavior Understanding with Unmanned Aerial Vehicles

Related tags

Deep Learning UAV-Human
Overview

UAV-Human

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

Paper

arXiv

ResearchGate

Dataset

Under construction, will be available soon!

Citation

@inproceedings{li2021uav,
  title={UAV-Human: A Large Benchmark for Human Behavior Understanding with Unmanned Aerial Vehicles},
  author={Li, Tianjiao and Liu, Jun and Zhang, Wei and Ni, Yun and Wang, Wenqian and Li, Zhiheng},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year={2021}
}

Contact

tianjiao_li [at] mymail.sutd.edu.sg

Comments
  • How to convert files from your google drive to a video files?

    How to convert files from your google drive to a video files?

    Hi, I downloaded files from your UAVHuman/ActionRecognition/RGBVideos directory but their format is weird. How to convert these files to a proper video files? Also where can I find labels to them and RGB-D videos?

    opened by tomashlehmann 3
  • Question about hat and backpack label set

    Question about hat and backpack label set

    Hi, it seems that the hat and backpack file name cannot match with the label set provided in the README.md. For example:

    P015S00G10B50H50UC022000LC022000A001R0_08261237_055_bbx.jpg

    consists of "B50" and "H50" while the hat and backpack label set is only up to 4. May I ask what should I do to fix this?

    Thanks for your clarification!

    opened by vincentlux 2
  • Problem of person reid dataset

    Problem of person reid dataset

    Hello, I found that the most of the angles are horizontal in the images of person reid in the dataset. It doesn't look like a drone camera shot.

    It is something wrone? Or I download yhe wrong data?

    P000S00G10B10H10UC022000LC021000A000R0_08241716_170_bbx P000S01G10B10H50UC022000LC021000A031R0_08251609_138_bbx P014S08G10B30H30UC051000LC021000A110R0_09292142_234_bbx P018S00G10B30H30UC022000LC022000A068R0_08261355_066_bbx

    opened by woocoder 1
  • Will RGB videos be released for action recognition task?

    Will RGB videos be released for action recognition task?

    Hi, thank you for your great work! Will RGB videos be released for action recognition task? Currently I only see the fish-eye videos and skeleton in action recognition folder. Thanks!

    opened by zgzxy001 1
  • About the code of evaluation on millestone methods

    About the code of evaluation on millestone methods

    Hi,

    Will you release the code of st-gcn, shift-gcn, and other methods evaluated on this dataset? Since it would be easier to use this dataset by acknowledging how to modify the code when using this new dataset.

    opened by LaLaLailalai 0
  • uavhumanposetools

    uavhumanposetools

    I downloaded the human pose dataset from the Google drive you gave me, and then divided the dataset according to the operation of uavhuman pose tools, but there was a problem: filenotfounderror: [errno 2] no such file or directory: '/ poseestimation / train_ data. npy'。 Is there a problem with the dataset I downloaded, which only contains frames and annotations.

    opened by Whj-cv 0
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