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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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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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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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Add AI handoff browser smoke
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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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Harden demo golden QA smoke
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Harden golden QA readiness gate
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Make YOLO preflight runnable in backend container
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Harden YOLO compatibility preflight
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Make demo cleanup runnable in backend container
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Add demo export cleanup tooling
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Harden V1 demo workflow smoke
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Add Tower deploy wrapper
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Initial GeoIntel V1 foundation
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