Add output_format do video datasets and readers #6061
Merged
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Follow-up to #5952 (review)
This PR adds a new
output_format
to all video datasets, as well asVideoClips()
andread_video()
. The default is BC, so it corresponds to:TCHW
for KineticsTHWC
for everything else.This is far from ideal, but this is the only way for users to have a consistent experience in torchvision. Right now, Kinetics is an outlier. For ref, the decision to have Kinetics follow the
TCHW
format comes from #3680 (comment).