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shakes76 / PatternAnalysis-2025 Public

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s48027522-Topic22DUNet#290

Open

anhadh676842 wants to merge 18 commits intoshakes76:topic-recognitionshakes76/PatternAnalysis-2025:topic-recognitionfrom

anhadh676842:topic-recognitionanhadh676842/PatternAnalysis-2025:topic-recognitionCopy head branch name to clipboard

Conversation Commits18 (18)Checks Files changed

Open

s48027522-Topic22DUNet#290
anhadh676842 wants to merge 18 commits intoshakes76:topic-recognitionfrom
anhadh676842:topic-recognition

Commits

Commits on Nov 6, 2025

Added initial problem directory structure
anhadh676842
committed
Added initial dataset implementation
anhadh676842
committed
Added normalisation to dataset
anhadh676842
committed
Added first implementation of module
anhadh676842
committed
Finished implementation of models
anhadh676842
committed
Added training loop, and debugged modules for shape mismatch
anhadh676842
committed

Commits on Nov 7, 2025

Seeing wrong dice coefficient, attempting fix
anhadh676842
committed
Realised that I need to segment all 6 different types.
anhadh676842
committed
Minor fix to use dataloader and not dataset
anhadh676842
committed
Added scheduler and fixed the DiceLoss coefficient metric.
anhadh676842
committed
Removed random seed
anhadh676842
committed
Fixed deprecated arg for scheduler
anhadh676842
committed
Fixed value passed to scheduler.
anhadh676842
committed
Optimised model to run in less time
anhadh676842
committed
Changed softmax to be in loss
anhadh676842
committed
Changed the softmax function
anhadh676842
committed
Added a test transform
anhadh676842
committed
Switched to doing 2D Unet last minute on preprocessed slices
anhadh676842
committed

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