Initial GeoIntel V1 foundation
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# Codex Prompt — Pass 09 Detection Pipeline Interface
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Implement object detection pipeline interface.
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Follow:
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- docs/DETECTION_PIPELINE_SPEC.md
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- docs/DETECTION_CLASSES_CATALOG.md
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- docs/MODEL_REGISTRY_SPEC.md
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- docs/BUILD_TICKETS_M3.md T-011
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Required:
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- analysis run creation
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- detection service interface
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- model registry lookup
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- deterministic fixture detector for test/demo mode
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- detections persisted with class, confidence and geometry
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- GeoJSON output
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- frontend detection page can start run and view results
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The interface must be compatible with later YOLO/Ultralytics implementation.
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