Initial public release

2026-08-31 21:56:53 +02:00
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+# Codex Prompt — Pass 09 Detection Pipeline Interface
+
+Implement object detection pipeline interface.
+
+Follow:
+
+- docs/DETECTION_PIPELINE_SPEC.md
+- docs/DETECTION_CLASSES_CATALOG.md
+- docs/MODEL_REGISTRY_SPEC.md
+- docs/BUILD_TICKETS_M3.md T-011
+
+Required:
+
+- analysis run creation
+- detection service interface
+- model registry lookup
+- deterministic fixture detector for test/demo mode
+- detections persisted with class, confidence and geometry
+- GeoJSON output
+- frontend detection page can start run and view results
+
+The interface must be compatible with later YOLO/Ultralytics implementation.