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viertys OP t1_je9lv4x wrote

Reply to comment by Environmental_Ice422 in Improvements/alternatives to U-net for medical images segmentation? by viertys

I am currently using the albumentations module. I rotate, shift, rotate, blur, horizontal flip, downscale and use gauss noise. I get around 400 images after doing this. Is there anything you would suggest?

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Environmental_Ice422 t1_jed1cqb wrote

You should apply those transforms on each batch while training, rather than transforming the data before training. This approach is called doing the augmentation on the fly.

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