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Support multi-video SLP files #70

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talmo opened this issue Jul 23, 2024 · 0 comments
Open

Support multi-video SLP files #70

talmo opened this issue Jul 23, 2024 · 0 comments

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@talmo
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talmo commented Jul 23, 2024

Right now DREEM training assumes that SLP files contain a single video.

Our data loader should do a lot of validation about the expected inputs.

In particular, it should:

  1. Treat contiguously tracked frames within the same video as a clip, and not form a batch for training with large gaps in between consecutive frames (e.g., when you only have frames 1-100 and then 1000-1100)
  2. Be aware that there may be multiple videos in the same SLP file, so we shouldn't form a batch across different videos.
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