Add multi-sample detection quality calibration
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- [x] Add real-data detection calibration sweep tooling for confidence-threshold and QA/QC metric comparison.
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- [x] Add calibration QA evidence export tooling for false-positive/false-negative inspection artifacts.
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- [x] Add real-data detection quality matrix tooling for model/tile/threshold comparison.
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- [ ] Calibrate confidence, IoU and model selection against persisted Geel detections and additional local orthophoto/reference samples.
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- [x] Add reproducible Geel/Mol/Turnhout operator sample preparation and multi-sample quality matrix tooling.
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- [ ] Calibrate confidence, IoU and model selection against persisted Geel/Mol/Turnhout detections and any additional local orthophoto/reference samples.
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## Sprint 8 status
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