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Question for input #20

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kimsekeun opened this issue Jun 30, 2024 · 1 comment
Open

Question for input #20

kimsekeun opened this issue Jun 30, 2024 · 1 comment

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@kimsekeun
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  1. for pre-training FM, how many frames are used ? (150fr? for each batch)?

  2. for downstream task, I see that you used 224 224 with 1 frame for segmentation. Then how can it be possible to process Video ViT for taking 1 frame input as it is pre-trained on input size of 150 fr?

Thank you.

@Kyfafyd
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Kyfafyd commented Jul 1, 2024

Hi @kimsekeun thanks for your interest!

  1. We use 16 frames from each video to pre-train FM.
  2. We feed an entire video at once for segmentation training. Our model can tackle any length of video input.

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