Initial public release

2026-08-31 21:56:53 +02:00
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+# Codex Pass 04 — Detection and QA Skeleton
+
+Goal: prepare object detection and QA/QC without requiring heavy model artifacts yet.
+
+Implement:
+
+- model registry schema/service
+- detection run API contract
+- detection result storage model
+- GeoJSON export of detection results
+- QA/QC service with IoU, precision, recall, F1 calculations using polygon fixtures
+
+Acceptance:
+
+- QA calculations are tested with simple polygons.
+- Detection outputs can be stored and exported.
+- Heavy model execution is behind a service interface.