Record YOLO duplicate suppression calibration
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- Detection run result metadata now records raw candidate count, suppressed duplicate count and duplicate IoU threshold.
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- Calibration and quality matrix scripts now fetch detection run details and include raw/suppressed counts in summaries.
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- Updated Docker/Unraid env examples, API/AI/backend docs and detection pipeline notes.
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- Redeployed Tower and reran Westerlo/Turnhout dense-AOI sweeps; duplicate suppression improved F1 but the AOI512 YOLOv8s candidate remains rejected for default use.
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- No model was activated, no detections were faked, and no migration changed.
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## Sprint 148 YOLO max-detection cap hardening (2026-07-09)
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