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Gate YOLO tile labels by visible ratio
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Suppress duplicate YOLO tile detections
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Record unique hard-negative YOLO candidate gate
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Prepare unique hard-negative training dataset
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Expand operator hard-negative AOIs
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Record operator YOLO dataset audit results
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Add operator YOLO dataset quality audit
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Add detection model promotion report
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Prevent calibration evidence response overwrite
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Preserve calibration portfolio model provenance
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Add multi-AOI calibration evidence portfolio
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Add browser calibration evidence bundle smoke
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Support browser calibration summaries in evidence export
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Document YOLOv8s benchmark status
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Document remote-sensing YOLO candidate benchmark
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Add hard-negative balanced YOLO tile export
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Add operator hard-negative detection matrix
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Expand operator samples for YOLO hard negatives
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Add operator YOLO tile dataset exporter
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Seed YOLO training font locally
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Disable YOLO training plot side effects
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Harden operator YOLO training runtime
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Add operator YOLO training dataset tooling
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Add multi-sample detection quality calibration
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Add detection quality matrix
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Add detection calibration evidence export
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Fix calibration f1 metric fallback
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Add detection calibration sweep
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Persist raster tile CRS metadata
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Fix YOLO class normalization
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Record real data validation run
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Add real data detection QA workflow smoke
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Add model asset detection workflow smoke
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Add local model asset catalog
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Add safe YOLO model env configurator
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Add reusable GIS run mode and AI runtime opt-in
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Polish detection tile handoff
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Harden AI handoff smoke selectors
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Add AI handoff browser smoke
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Record raster smoke live status handling
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Add demo raster workflow smoke
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Add demo raster fixture workflow
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Expand golden QA benchmark scenarios
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Add workbench screenshot capture smoke
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Add demo cleanup dry-run smoke
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Harden demo export cleanup safety
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Add backend API contract audit
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Add workbench interaction smoke anchors
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Add workbench default state smoke
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Report PostgreSQL collation drift in live smoke
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