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31 lines
820 B
Markdown
31 lines
820 B
Markdown
# Codex Phase 3 Prompt — Detection + QA/QC Skeleton
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Read first:
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- `docs/DETECTION_PIPELINE_SPEC.md`
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- `docs/QA_QC_SPECIFICATION.md`
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- `docs/AI_PIPELINES.md`
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- `docs/DATABASE_SCHEMA.md`
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## Mission
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Build the detection pipeline contracts and QA/QC engine foundation.
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## Required features
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- Detection analysis run model/API.
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- Detection storage model/API.
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- Model registry skeleton.
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- Tile metadata structures.
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- Pixel bbox to geospatial polygon utility.
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- IoU calculation utility.
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- One-to-one polygon matching utility.
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- Precision/recall/F1 calculation.
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- GeoJSON export for detections and QA outputs.
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## Rules
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- Do not fake YOLO inference if no model is available.
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- It is acceptable to implement the model adapter interface and readiness checks first.
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- QA/QC utilities must be testable with fixture polygons.
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