Better normalization supporting different normalization transforms for input/target and different normalization per channel#34

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wli51 merged 15 commits into

WayScience:mainfrom

wli51:better-normalization

Jul 21, 2026

Commits on Jun 10, 2026

Add ChannelwiseTransform for channel-specific image processing
wli51
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Support additionally input and target specific transforms in BaseImageDataset and CropImageDataset for training with input and target that can take different value ranges
wli51
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Refactor crop generation module which is getting increasingly complicated as a subpackage, moved crop generator protocol to its own stand aloen module and center and point-centered crop generator f…
wli51
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Add new tile crop generator for creating non-overlapping crops tiling the full FOV best effort
wli51
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Refactor old crop_generator.py by removing functionalities moved to subpackage while supporting older import signatures for compatibility
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committed

Commits on Jul 21, 2026