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Add detection model promotion report
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2026-07-08 16:41:11 +02:00
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# Changelog
## Sprint 143 Detection model promotion decision report (2026-07-08)
- Added `scripts/build_detection_model_promotion_report.py` for operator-only model promotion review.
- The report combines positive-AOI calibration evidence portfolios with hard-negative/background matrix summaries.
- Candidate decisions are grouped by model asset, tile size, overlap and threshold, then gated by positive sample count, background sample count, mean F1 and maximum background detections per sample.
- Added regression coverage for promoting a clean candidate and rejecting a candidate with background false-positive pressure.
- No backend API, migration, frontend runtime, model weight, model download, inference or provider-fetching behavior changed.
## Sprint 141 Expanded positive-AOI matrix and portfolio metadata hardening (2026-07-08)
- Ran a fresh Tower quality matrix for Balen, Herentals and Westerlo using `geointel-building-yolov8n-expanded160e50-pt` and `geointel-building-yolov8n-hardneg160r8e40-pt`.