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Ideal number of videos

Open agneet42 opened this issue 1 year ago • 1 comments

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?

agneet42 avatar Sep 16 '24 19:09 agneet42

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.

ruizhaocv avatar Oct 17 '24 08:10 ruizhaocv