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Releases · FahimFBA/LoRA-EffSAM
v0.2.0
Added
- First public release of LoRA-EffSAM: parameter-efficient brain-tumor MRI segmentation with a
LoRA-adapted EfficientSAM encoder, hybrid CNN-ViT decoder, size-adaptive boundary-aware loss,
MC-Dropout uncertainty and explainability analysis. lora-effsamCLI with stages for data preparation, training, evaluation, statistics,
uncertainty analysis and explainability.- Scripts to fetch EfficientSAM and the Figshare dataset, run the full pipeline and reproduce
every table, statistic and figure inresults/. - Experiment records, tables and figures for all reported runs in
results/.