s43971125#291

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Alex605268 wants to merge 16 commits intoshakes76:topic-recognitionfrom

Alex605268:topic-recognition

Commits on Oct 20, 2025

Created skeleton files for dataset.py, train.py, predict.py, and module.py.
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Commits on Oct 24, 2025

Updated dataset.py to be functional with the OASIS dataset.
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Commits on Nov 3, 2025

Filled out train.py with the basic training functionality. Adds some comments - more needed.
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Commits on Nov 5, 2025

Fixed numerous small errors in dataset and train (mostly typos, misdirected functions, missing variable initialisations).
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A few more changes to dataset and train. Established that training loop works
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Updates the dice_coefficient function to match the DiceLoss function
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Commits on Nov 6, 2025

Commits on Nov 7, 2025

Adds Improved UNet model to modules.py
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Adds comments to modules, train, dataset.
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Add documentation folder. This contains all the relevant images that will be linked to
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Adds some comments to modules.py
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Updates predict.py to be modular (separates the function that loads the model and
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Add a third visualisation function to predict.py that plots the dice scores
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Completion of README file, adds testing, results, and documentation section
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Removed slurm script from Repo
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