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Fix UNETR Training - Update Rescaling Inputs #179

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merged 11 commits into from
Dec 10, 2023
Merged

Fix UNETR Training - Update Rescaling Inputs #179

merged 11 commits into from
Dec 10, 2023

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anwai98
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@anwai98 anwai98 commented Dec 6, 2023

This PR takes care of avoiding rescaling the livecell inputs to [-1, 1], while we initialize the model with SAM checkpoints.

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anwai98 commented Dec 10, 2023

This PR is now good to go. Here, we:

  1. Refactor the training scripts for all the setups
  2. Fix the training and inference (when and when not to rescale the inputs, based on SAM weight initialization)

@constantinpape constantinpape merged commit 14b7c7f into constantinpape:main Dec 10, 2023
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@constantinpape constantinpape constantinpape approved these changes

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