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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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Record operator tile model benchmark results
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Add operator YOLO tile dataset exporter
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Document operator YOLO training benchmark
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Disable YOLO training plot side effects
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Add operator YOLO training dataset tooling
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Document stronger building model benchmark
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Document multi-sample detection quality baseline
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Add multi-sample detection quality calibration
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Document detection quality matrix results
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Add detection quality matrix
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Document calibration evidence export results
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Add detection calibration evidence export
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Document detection calibration sweep results
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Add detection calibration sweep
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Document YOLO CRS live validation
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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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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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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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Add map feature extraction workflow
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Add AI lab action guardrails
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Add AI lab run readiness panels
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Polish detection tile handoff
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