Fix: DRModel attribute names match notebook checkpoint (backbone/head_cls/head_coral/dict return) — weights now load correctly; GradCAM aug_smooth=False; lesion ROI max area cap

Fix: CORAL-primary grade (notebook exact) + raw logits→calibration pipeline

Rebuild: notebook-exact GradCAM++, CAM-derived lesion ROIs, JS render fix

Fix: JS crash in render() — duplicate div.className/innerHTML broke upload results

Fix: notebook-exact GradCAM++ multi-layer fusion + CAM-derived lesion ROIs

fix: real lesion ROI detection, remove CORAL UI, fix grade to softmax-only

fix: real fundus images no longer rejected + robust model loading

fix: correct 4 runtime errors in inference pipeline

Update requirements.txt

Update index.html

Update app.py

Update model_loader.py

Update model_loader.py

Update model_loader.py

Update index.html

Update inference.py

Update index.html

Update inference.py

fix: inject CalibrationBundle into __main__ for pickle compat

fix: calibration unpickler

Update model_loader.py

Update requirements.txt

Update model_loader.py

Update model_classes.py

Update inference.py

Update app.py

Update index.html

Update Dockerfile

Update index.html

Rename Docker to Dockerfile

Rename docker to Docker

Create docker

Delete Dockerfile

Update README.md

Update Dockerfile

Update requirements.txt

Update model_loader.py

Update model_classes.py

Update inference.py

Update app.py

Update index.html

Replace resume with DR grading UI

Restore index.html UI

Remove unwanted files

Create upload.py

DR Grading v10 apply fixes

Update README.md

Update index.html

Update inference.py

Update inference.py