Topic recognition - s4647936#165

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tranvicky wants to merge 51 commits into

shakes76:mainfrom

tranvicky:topic-recognition

Commits on Sep 17, 2023

Added recognition branch and README for info.
shakes76
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Commits on Oct 4, 2023

Commits on Oct 14, 2023

Refactored TripletDataset for enhanced adaptability, ensuring balanced anchor selection and optimized triplet formation for Siamese network training.
tranvicky
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Added image transformations and initialized train and test datasets in train.py
tranvicky
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Added functionality to display and save sample triplet images while checking for NaN and Inf values in the dataset
tranvicky
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Refactored TripletDataset to ensure patient-wise split for train-test data, improved triplet selection using patient IDs, and streamlined path extraction using os.path.basename
tranvicky
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Added testing to determine size of training sets after splitting
tranvicky
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Merge branch 'topic-recognition' of https://github.com/tranvicky/PatternAnalysis-2023 into topic-recognition
tranvicky
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Added additional data augmentation steps (random rotation, horizontal flip, and vertical flip) when in train mode
tranvicky
committed

Commits on Oct 23, 2023

Commits on Oct 24, 2023

Commits on Oct 25, 2023