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Difficulty trying to replicate on the USFM dataset #34

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zhouly101 opened this issue Dec 31, 2024 · 0 comments
Open

Difficulty trying to replicate on the USFM dataset #34

zhouly101 opened this issue Dec 31, 2024 · 0 comments

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@zhouly101
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I can't get the best metric in the paper on the USFM dataset for segmentation tasks.
Can you give me some advice?

  1. How can I fine-tune the model with a gradient learning rate? The default code on github uses only one learning rate to fine-tune the entire model.
  2. Can you reveal the best model weights after fine-tuning the USFM dataset for segmentation tasks? I want to try to reproduce the best metric
  3. Can you reveal the mask_pre and mask_gt images output by fine-tuning the model on USFM dataset for segmentation tasks?
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@zhouly101