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[project page] [Torch code for T-CAM model]

Tools and datasets collected for the CVPR 18 paper

D. Wei, J. Lim, A. Zisserman, W. Freeman. <b>"Learning and Using the Arrow of Time."</b> in CVPR 2018.

Repo Progress

Datasets

We select clips whose camera motion can be well-stabilized.

Dataset#ClipsDescription
MJPEG-AoT <b>(new)</b>16.9koverlapped with the Vimeo-90K dataset
ReverseFilm <b>(new)</b>67movie clips using the reverse motion filming technique
TA180165subset of the previous TA180 dataset
Kinetics-AoT57ksubset of the Kinetics dataset
Flickr-AoT147ksubset of the Flickr-100M + Extra Flickr dataset

Tools

NameUsage
crawlcrawling Vimeo urls by query and user names
processscene detection and camera stabilization
utilutility function

Citation

Please cite our paper if you find it useful for your work:

@inproceedings{wei2018learning,
  title={Learning and Using the Arrow of Time},
  author={Wei, Donglai and Lim, Joseph J and Zisserman, Andrew and Freeman, William T},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  pages={8052--8060},
  year={2018}
}