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Hello, may I ask how to disable left and right image enhancement in the V2 ? #2654

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goodsave opened this issue Dec 23, 2024 · 3 comments
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@goodsave
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goodsave commented Dec 23, 2024

Hello, may I ask how to disable the left and right mirror flipping enhancement in the V2 ?

@goodsave
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When training on data that only labels the left breast and not the right breast, if left and right mirror flipping enhancement is enabled, the prediction will lead to the problem of left and right crosstalk. How can I close it in the new version?

@oonatmai
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I think you can use nnUNetTrainer_onlyMirror01 in the nnunetv2/training/nnUNetTrainer/variants/data_augmentation/nnUNetTrainerNoMirroring.py
I also had the same problem with left/right mirroring in my task, and using this solved my problem.

@goodsave
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goodsave commented Dec 25, 2024

I think you can use nnUNetTrainer_onlyMirror01 in the nnunetv2/training/nnUNetTrainer/variants/data_augmentation/nnUNetTrainerNoMirroring.py I also had the same problem with left/right mirroring in my task, and using this solved my problem.

Thank you for your help. May I ask if nnUNetTrainer_onlyMirror01 is used for: not enabling left and right mirroring, but enabling up and down, as well as Z-axis mirroring?

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