Add local model asset catalog
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# Changelog
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## Sprint 118 Local model and reference catalog clarity (2026-07-06)
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- Added a read-only local model asset catalog endpoint at `GET /api/v1/detection/model-assets`.
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- Added `YOLO_MODELS_DIR` so Docker/Unraid runtimes can expose mounted model files as selectable assets without downloading weights.
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- Detection runs and YOLO preflight can now accept `model_asset_id` for `yolo-configured`, with backend-side resolution to a cataloged local file.
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- Detection Lab now shows a local model asset picker with active-file, size and checksum context.
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- Provider Capabilities now explicitly labels GRB/OSM/manual/fixture as reference-data source capabilities, not AI model choices.
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- Added regression coverage for the backend model asset catalog and frontend model asset wiring.
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## Sprint 117 Safe local YOLO model activation (2026-07-06)
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- Added `scripts/configure_yolo_model.py` to configure an existing local YOLO model into the Unraid/Tower `.env` file without downloading weights, loading a model or running inference.
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