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2026-07-16 15:05:42 +02:00
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@@ -4,6 +4,13 @@ React + TypeScript + MapLibre workbench for regional geographic analysis.
The persisted `Kempen Regional Workbench` is the automatic operational data context. Its datasets are loaded once for the complete official 28-municipality Vlaamse vervoerregio; the operator chooses Mol, another municipality or the complete region as a spatial work-area filter. The primary map no longer asks the user to choose a technical project or region before data becomes usable. Regional population and modern forest snapshots use the same current/evolution flow as Mol, while explicit project selection stays available under advanced management.
The Status workspace includes one compact `Actualiteit en versiecontrole`
surface. It separates sources that are current, due for a catalogue review,
require local integrity review or are local artifacts. Only attention items are
expanded by default; all source detail remains available through disclosure.
The refresh button reruns the local read-only audit and never downloads or
replaces source data.
The user-facing shell is task based: `Kaart`, `Bronnen`, `Kwaliteit`, `Beeldanalyse`, `Downloads`, `Status` and `Beheer`. Internal benchmark projects, raw dataset metadata, provider capabilities, model registry details and QA evidence remain accessible through labelled advanced disclosures instead of competing with the normal workflow.
Detection defaults to the configured local YOLO asset and automatically selects an available raster and active model asset where possible. The model registry and preflight remain honest when PyTorch, Ultralytics, a local model file or a tile manifest is unavailable. The active building profile is operational but remains review-required: its current coverage-aligned benchmark is approximately precision 0.614, recall 0.606 and F1 0.607 over seven positive AOIs, with zero detections in all three pure-empty controls. A reviewed challenger remains inactive because it produced two detections in empty Postel forest.