Add all paper figures to model card with arXiv:2606.22546

Add paper figure: medical_cross_domain.png

Add paper figure: ablation_study.png

Add paper figure: coverage_risk.png

Add paper figure: roc_curves.png

Add paper figure: per_split_improvement.png

Add paper figure: qualitative_examples.jpg

Add paper figure: grid_cells_detail_v2.png

Add paper figure: grid_signature_vis.png

Add paper figure: iou_scatter_analysis.png

Add paper figure: error_budget.png

Add paper figure: architecture_overview.png

Update arXiv ID to 2606.22546 (paper now live)

Update model card: OdaxAI Research branding, reproduce_results.py reference

Update model card: OdaxAI S.R.L. branding, full address and email

Update model card with exact paper metrics from trained checkpoint

Upload canonical checkpoint with full metrics metadata (DeRIS-L, epoch=8, AUC=0.78)

Add metrics for DeRIS-L checkpoint

Add trained checkpoint: DeRIS-L backbone (∆_fail=+1.40, AUC=0.80)

Update model card with full dependencies and reproduction guide

Add requirements.txt

Add evaluate.py

Add train.py

Add scripts/extract_features.py

Add venice_h1/__init__.py

Add venice_h1/model/__init__.py

Add venice_h1/model/grid_signatures.py

Add venice_h1/model/reranker.py

Add config.yaml

Add odaxai_spiral.png

Add qualitative_examples.jpg

Add architecture_overview.png

Add README.md

initial commit