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vlog_people.md

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VLOG-people Dataset

Teaser Gif

The authors of From lifestyle vlogs to everyday interactions generously shared a people-split of their VLOG dataset, where OpenPose was found to fire well, from which we used a subset to form our VLOG-people dataset. The video ids that we used can be found in datasets/vlog/vlog_ids.txt.

Pre-processed tfrecords

We provide our pre-processed tfrecords, which can be accessed here. Details of the tfrecord format can be found in doc/datasets.md.

Citation

If you use this data for your research, please cite:

@inproceedings{fouhey2018lifestyle,
  title={From lifestyle vlogs to everyday interactions},
  author={Fouhey, David F and Kuo, Wei-cheng and Efros, Alexei A and Malik, Jitendra},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  pages={4991--5000},
  year={2018}
}

@InProceedings{humanMotionKZFM19,
  title={Learning 3D Human Dynamics from Video},
  author = {Angjoo Kanazawa and Jason Y. Zhang and Panna Felsen and Jitendra Malik},
  booktitle={Computer Vision and Pattern Recognition (CVPR)},
  year={2019}