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Commits on Oct 31, 2025

• update README.md

  

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• Add plots for training and evaluation results

  

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• add a new class using EfficientNet-B0

  

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• prepare dataset for Triplet Loss training and add comments

  

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• update predict.py for Triplet loss function and edit comments

  

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• edit comments

  

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• change to Triplet loss function

  

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Commits on Oct 30, 2025

• uqdate requirements.txt

  

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• add requirements.txt

  

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Commits on Oct 29, 2025

• add lost curve

  

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• lower pairs_per_epoch from 40000 to 20000

  

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• fix dataset.py based on EfficientNet-B0

  

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• change to EfficientNet-B0 backbone

  

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Commits on Oct 28, 2025

• remove vertical flip in augmentation

  

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• change backbone from resnet18 to resnet50

  

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Commits on Oct 27, 2025

• Set freeze_backbone=False

  

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• add augmentation

  

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Commits on Oct 26, 2025

• apply weight contrastive loss to address imbalanced dataset

  

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• change dataset(ISIC2018 on rangpur only contains melanoma)

  

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• Add fixed random seed in predict.py

  

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• Fix dataset pairing logic (no self-pairs)

  

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Commits on Oct 23, 2025

• Evaluate model on test set (test accuracy=0.2015)

  

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• Fix pairing bug in dataset.py

  

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• Initial training implementation

  

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• Finish dataset.py — add label generation and splitting

  

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• Finish modules.py

  

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Commits on Oct 16, 2025

• Create project folder siamese-s4852556 with required files

  

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Commits on Sep 21, 2025

• Added recognition branch for tasks

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• Updated text in README

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• Initial commit

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