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Add real data detection QA workflow smoke
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2026-07-07 00:19:23 +02:00
parent e30e7c4f34
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backend/README.md
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@@ -352,6 +352,24 @@ Detection GeoJSON output. It does not download weights or inject detector
fixtures. A zero detection result is still a valid runtime smoke outcome on the
synthetic demo raster.
To validate the configured building model on operator-provided GIS data, mount
or copy a real georeferenced raster and a real reference-building GeoJSON onto
the runtime host, then run:
```bash
REAL_RASTER_PATH=/mnt/user/appdata/geointel/data/orthophoto.tif \
REAL_REFERENCE_VECTOR_PATH=/mnt/user/appdata/geointel/data/reference-buildings.geojson \
bash scripts/verify_real_data_detection_qa_workflow.sh http://192.168.10.150:1202
```
This smoke refuses missing/unsupported inputs, uploads the raster and reference
dataset through the normal dataset service, generates raster tiles, selects a
local model asset, runs configured YOLO detection, compares persisted
detections against persisted `vector_features`, persists QA/QC rows and exports
the detection GeoJSON. It never seeds demo detections, enables fixture mode,
fetches live providers or downloads model weights. Current V1 upload support is
limited to GeoTIFF-style rasters and GeoJSON/JSON reference vectors.
### Run backend
```bash