Add detection operator profiles
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# Changelog
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## Sprint 155 Detection operator profiles (2026-07-09)
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- Added explicit Detection Lab operator profiles for the inactive `geointel-building-yolov8s-aoi1024bg512r3e50-pt` local model asset.
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- Added a balanced review profile at confidence threshold `0.15` and a conservative review profile at `0.35`, with persisted gate metrics shown in the UI.
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- Kept both profiles clearly marked as candidate-only and not default-approved because the promotion recommendation remains `none` and background false-positive pressure still blocks automatic activation.
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- No model download behavior, API contract, migration, provider fetching, fake detection output or active runtime default changed.
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## Sprint 154 Background-aware AOI1024 YOLOv8s candidate gate (2026-07-09)
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- Exported and audited background-aware AOI1024 training dataset `/app/storage/operator-data/yolo-building-aoi1024-bgaware512r3`; the audit passed with 162 tiles, 117 positive tiles, 45 negative tiles, 21,530 labels and no warnings.
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