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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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Add calibration summary export
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Link calibration rows to QA evidence map
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Add guided detection calibration runner
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Add detection threshold calibration comparison
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Harden raster detection manifest handoff
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Harden detection model asset selection
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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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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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Fix raster upload metadata mapping
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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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Harden YOLO tile inference inputs
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Add safe YOLO model env configurator
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Surface YOLO preflight in Detection Lab
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Add YOLO preflight runtime diagnostics
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Set writable YOLO config directory
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Harden AI Docker runtime imports
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Add reusable GIS run mode and AI runtime opt-in
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Add one-click GIS workflow run
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Align basemap policy defaults
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Add guided operational GIS workflow
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Improve operational GIS map workflow
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Improve quality and export usability layout
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Improve data and map usability layout
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Calm workbench layout density
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Add QA evidence map overlay
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Persist QA feature evidence
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Add map QA evidence drilldown
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Add map selection QA shortcut
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Persist map selections as derived datasets
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Persist map area selection exports
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Add map area selection extraction
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