Topic recognition - #168

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noam-mendelson wants to merge 24 commits into

shakes76:topic-recognitionfrom

noam-mendelson:topic-recognition

Commits on Oct 13, 2023

Initial commit
noam-mendelson
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091a26a
Add function to fetch image paths from directory
noam-mendelson
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aba7155
Add function to extract patient IDs and split data into train/ validation sets
noam-mendelson
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8b8a46a

Commits on Oct 14, 2023

Create Dataset class for loading AD and NC images
noam-mendelson
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5787edb

Commits on Oct 15, 2023

Data normalisation and augmentation for training
noam-mendelson
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daf4d41

Commits on Oct 16, 2023

Commits on Oct 17, 2023

Complete populating ConvolutionalEmbedding and ConvolutionalVisionTransformer classes
noam-mendelson
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833537f

Commits on Oct 18, 2023

Update data transformations for sets
noam-mendelson
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c96ce83

Commits on Oct 19, 2023

Debugging and congiguration parameters updated
noam-mendelson
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2ca947d

Commits on Oct 21, 2023

Re-instate docstrings and additional comments from earlier versions (were removed for code simplicity previously)
noam-mendelson
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b8e06c7

Commits on Oct 22, 2023

Commits on Oct 25, 2023

Introduce train.py script- Implement training and validation phases for CViT. Code migrated code from a Jupyter notebook to a standalone script
noam-mendelson
committed
37300bb

Commits on Oct 26, 2023