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Gait Abnormality in Video Dataset (GAVD) is the largest collection of online links to gait videos with clinical annotations. The dataset is designed for Clinical Gait Analysis using computer vision however has many applicaitons such as gait recognition and abnormality action detection.

License: MIT License

gavd's Introduction

GAVD

Gait Abnormality in Video Dataset (GAVD) is the largest collection of online links to gait videos with clinical annotations. The dataset is designed for Clinical Gait Analysis using computer vision however has many applicaitons such as gait recognition and abnormality action detection. For further details regarding dataset please see LINK TO arXiv PAPER

Dataset Features

Data Structure

Data is provided as pkl files part 1 to 5 or csv files part 1 to 5.

Data Column	Description
seq	sequnce ID unique to a section of gait in single direction
frame_num	corresponding frame number of video
cam_view	Annotated person-centric view
gait_event	clinically annotated gait event (NOTE: this is limited in this current dataset)
dataset	general classificaiton of normal and abnomral gait
gait_pat	clinically annotated classification of gait from observation by clinican
bbox	bounding box values tracking indiviuals gait
vid_info	video related metadata
id	video youtube id
url	url to access video

Please use the following citation if you find our work uesful:

@article{ranjan2024:GAVD,
  title={Computer Vision for Clinical Gait Analysis: A Gait Abnormality Video Dataset},
  author={Ranjan, Rahm and Ahmedt-Aristizabal, David and Armin, Mohammad Ali and Kim, Juno},
  journal={arXiv preprint arXiv:2407.04190},
  year={2024}
}

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gavd's Issues

Trendelenburg Gait

Hello @Rahmyyy,

I am a master student at the University of Applied Sciences Upper Austria (Campus Hagenberg). Currently I am working on my masters thesis, where I want to perform gait analysis using computer vision. During my research i stumbeled over your repository, which is great! However, I would need a collection of videos of trendelenburg gait for my research. Do you know any dataset containing trendelenburg gait videos?

Kind Regards,
Georg

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