docs: record live orthophoto analysis proof
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2026-07-15 02:17:02 +02:00
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detection/QA value was introduced.
- Added Docker/Unraid controls and focused service, CRS, persistence,
safety-bound and canonical-envelope regressions.
- Scoped the acquisition guard to the approved Kempen regional boundary while
retaining the selected municipality as a map filter, and translated known
acquisition/model failures into concise Dutch operator feedback.
- Proved the complete flow live on Tower: one 244 x 207 orthophoto request,
one immutable DatasetVersion, one configured-YOLO run with 78 persisted
detections and one persisted six-metric GRB quality check. At IoU 0.50 the
run measured precision 0.5641, recall 0.3761, F1 0.4513 and mean IoU 0.6622.
## Sprint 195 Guided raster-to-detection workflow (2026-07-14)