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Record detection review runtime verification
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2026-07-13 13:40:43 +02:00
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@@ -7174,6 +7174,18 @@ Open:
- `python -m alembic upgrade head --sql`: complete migration chain rendered successfully.
- Local `docker compose config` could not run because Docker CLI is not installed on the Windows host; live image/PostGIS validation is delegated to the Docker-enabled Tower deployment.
## Tower deployment verification
- Pushed runtime commits `4455e24` and `d188014`; Tower rebuilt the all-in-one image from `main` with the GIS/CPU-AI dependency layer cached.
- Live PostGIS migration smoke passed with PostGIS `3.6`, required runtime tables/indexes and single Alembic head `202606120900`.
- The active local model remained `/app/models/geointel-building-yolov8s-smallbld-minpx3-img640-ft30.pt` with SHA256 `a9088b8491dfae36694b53e9e9406cb4e3511d334a5712fa34f75078a47759c1`.
- Local model-load preflight passed against a persisted nine-tile manifest with Torch `2.13.0+cpu`, Ultralytics `8.4.93`, CUDA disabled, no inference and no download.
- The new false-positive audit ran successfully inside the live all-in-one container against the persisted seven-AOI evidence portfolio.
- Browser verification against the persisted Westerlo run confirmed 1,172 loaded detections, 50 rendered rows, `1-50 of 1172`, page `1/24`, working next-page and 100-row controls, and reset back to the 50-row default.
- Final cells display `tile_0001.tif` while the full persisted path remains available through the `title` attribute.
- At `2560x1080`, the Detection results surface used about 871 px, its table client/scroll widths both measured 827 px and the document did not overflow the viewport.
- Browser console warnings/errors: `0`.
## Next recommended pass
- Redeploy and verify bounded table rendering against the live 1,172-detection Westerlo run. Then visually classify a stratified sample from Turnhout, Herentals and Geel before deciding whether any confirmed false positives belong in a new hard-negative corpus.
- Visually classify a stratified false-positive sample from Turnhout, Herentals and Geel before deciding whether any confirmed examples belong in a new hard-negative corpus. Review the remaining 5,838 persistent false negatives in the same evidence-led pass; do not start another blind training run.