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Page GRB references for operator samples
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2026-07-09 15:02:12 +02:00
parent 77c45937c6
commit a63d4eaadc
8 changed files with 254 additions and 12 deletions
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docs/AI_PIPELINES.md
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@@ -196,10 +196,15 @@ The helper fetches explicit Digitaal Vlaanderen orthophoto/GRB GBG sample pairs
for the documented AOIs only and writes `operator_samples_manifest.json`. The
default corpus includes dense reference AOIs for Geel, Mol, Turnhout, Herentals,
Balen, Retie and Westerlo plus explicitly marked background candidates for
Postel-bos, Lommel-heide and Kasterlee-bos. Background candidates may persist
empty GRB FeatureCollections for negative-tile training; normal reference AOIs
still fail on empty GRB responses. The application itself still does not perform
live provider fetching.
Postel-bos, Lommel-heide, Kasterlee-bos, Dessel-heide, Ravels-bos,
Meerhout-bos, Geel-Bel, Arendonk-heide and Herenthout-bos. Background
candidates may persist empty GRB FeatureCollections for negative-tile training;
normal reference AOIs still fail on empty GRB responses. Dense GRB references
are fetched through OGC API `rel=next` pagination links instead of trusting only
the first 1000-feature page. Generated reference GeoJSON records
`reference_pages_fetched`, `reference_truncated`, `reference_page_limit`,
`reference_max_features` and `source_urls` for auditability. The application
itself still does not perform live provider fetching.
For confidence-threshold calibration, use the sweep wrapper: