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Ideal number of videos #45

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agneet42 opened this issue Sep 16, 2024 · 1 comment
Open

Ideal number of videos #45

agneet42 opened this issue Sep 16, 2024 · 1 comment

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@agneet42
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agneet42 commented Sep 16, 2024

Hi,
Thanks for the great work!
I was wondering if there is an optimal number of videos while training on multiple videos and a corresponding number of steps, that you found in your experiments.
Currently I am training on 50 videos of the same motion for 3000 steps. Is that optimal?

@ruizhaocv
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Hi. Since our task is a customization task, typically 10 videos are enough. On multiple videos, 0.5~1k training steps are enough. Depending on your own data, you can increase the training steps for more aligned motions, or reduce the steps to avoid overfitting.

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