docs: record live orthophoto analysis proof
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@@ -8103,3 +8103,35 @@ Next:
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- Deploy to Tower, execute one bounded Mol rectangle through the real WMS,
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local model and GRB QA, and verify persistence plus browser state before
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accepting the flow as operational.
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Live operational proof:
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- Deployed commits `daccd38` and `ec1e1af` to the Tower all-in-one runtime on
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port 1202. The latter keeps acquisition inside the approved Kempen regional
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Area while municipality selection remains an independent map filter.
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- A rectangle in Mol fetched a 244 x 207, 1 m/pixel RGB GeoTIFF from the
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Digitaal Vlaanderen `OMWRGBMRVL` `Ortho` WMS in EPSG:31370. Acquisition job
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`8f6fd7f6-8f8a-436f-be54-d2c7e28ea250` completed successfully and created
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Dataset `35f9f72e-edec-4053-887c-f4524222756d` with exactly one immutable
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DatasetVersion.
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- Existing canonical tiling produced one persisted inference tile. Analysis
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run `e68a6291-9c46-4f23-832a-3c2b7480f94f` completed with model
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`yolo-configured` and exactly 78 persisted Detection rows.
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- Existing bounded GRB QA materialized 117 of 466,078 reference buildings for
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the persisted tile footprint. Quality check
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`3f1223f0-7dc1-40bb-a48b-910af2a343bf` persisted six Metric rows: 44 matches,
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34 false positives, 73 false negatives, precision 0.5641, recall 0.3761,
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F1 0.4513 and mean IoU 0.6622 at IoU 0.50. The result remains explicitly
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labelled as AI output requiring review.
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- The in-app browser completed the full action, displayed the 78 persisted
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geometries over the road basemap and reported no console errors. Layout
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checks passed at 1280 x 720 and 3440 x 1440 without horizontal overflow; at
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3440 px the MapLibre stage used about 2,408 px.
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- Full readiness passed 588 backend tests, backend compile, one Alembic head,
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API/document audits, frontend typecheck/build and shell smoke checks. The
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Tower runtime passed health, PostGIS 3.6, migration/schema/index and reverse
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proxy validation.
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Next:
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- Add a review workflow for accepted/rejected detections and use those audited
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labels as the gate for model calibration or retraining. Do not present the
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current F1 score as production-grade accuracy.
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