Repo for the Video Person Clustering dataset, and code for the associated paper

Related tags

Deep Learning Video_Person_Clustering
Overview

Video Person Clustering

Repo for the Video Person Clustering dataset, and code for the associated paper. This reporsitory contains the Video Person Clustering Dataset (below), and the code (coming soon...) from the associated paper, for the task of video person-clustering

Video Person Clustering Dataset (VPCD)

alt text

The dataset can be downloaded here. The tar.gz file contains the dataset, and a README detailing the contents

VPCD is built upon popular video datasets that are commonly used in the Computer Vision community (e.g. TBBT, Buffy, Friends, Sherlock, About Last Night, Hidden Figures)

Code

The code to produce video person-clustering results: Coming soon...

Paper

If you find VPCD, or the code useful, please consider citing:

@misc{brown2021face,
      title={Face, Body, Voice: Video Person-Clustering with Multiple Modalities}, 
      author={Andrew Brown and Vicky Kalogeiton and Andrew Zisserman},
      year={2021},
      eprint={2105.09939},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}
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Comments
  • Raw video data

    Raw video data

    Thanks for your great work. I just can not figure out where the raw videos are corresponding to the annotations. Can you give a more detailed instruction on how to use the proposed dataset? (e.g., where the raw videos are) Thanks a lot.

    opened by alexzeng1206 0
  • Videos

    Videos

    Thank you for this amazing work. I am trying to use your dataset, but I am lost while searching for video data. Tar file does not contain videos. Where do I download video files? Thanks Gurkirt

    opened by gurkirt 0
Owner
Andrew Brown
Computer Vision PhD student at VGG, University of Oxford, with Andrew Zisserman
Andrew Brown
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