[UIUC CS598 LHO/DL4H, fanz6] ISIC2018 + PH2 + Diffusion + Training + Eval#928

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ffanzhang wants to merge 22 commits intosunlabuiuc:masterfrom

ffanzhang:fanz6_ISIC2018

Commits on Apr 11, 2026

Initial dataset setup for ISIC2018
Fan Zhang
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Add isic2018 tasks 1/2 and artifacts dataset
Fan Zhang
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Improve download procedure for isic2018 sets
Fan Zhang
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apply formatting
Fan Zhang
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update zip hash
Fan Zhang
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Replicate isic2018 experiment with isic2018
Fan Zhang
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Commits on Apr 12, 2026

Add paper duplication results
Fan Zhang
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Add ablation cases for different blur settings
Fan Zhang
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Formatting and documentation
Fan Zhang
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Move results of replication to earlier in python file
Fan Zhang
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Decouple explicit image processor with isic2018_artifacts dataset
Fan Zhang
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Commits on Apr 16, 2026

Remove cv2 related dependencies
Fan Zhang
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Use master's pixi.lock
Fan Zhang
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ph2 dataset, eval task and diffustion task
Fan Zhang
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Add partial sample run results
Fan Zhang
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Ablation analysis on isic training
Fan Zhang
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Commits on Apr 17, 2026

Diffusion replications and file renames
Fan Zhang
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Commits on Apr 21, 2026

Merge remote-tracking branch 'upstream/master' into fanz6_ISIC2018
Fan Zhang
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Commits on Apr 27, 2026

PH2 training now uses PH2Dataset
Fan Zhang
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Commits on Apr 28, 2026

Convert lora train to use ISIC2018ArtifactsDataset
Fan Zhang
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Refactor PH2 training
Fan Zhang
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Refactor ph2 training with PH2Dataset
Fan Zhang
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