Add local model asset catalog

backend/app/services/detection_service.py

@@ -15,6 +15,7 @@ from app.core.errors import AppError
 from app.models import AnalysisRun, Dataset, Detection, Job, Project, VectorFeature
 from app.schemas.detection import DetectionListResponse, DetectionRead, DetectionRunListResponse, DetectionRunRead, DetectionRunResponse
 from app.services.detection_georeferencing import pixel_bbox_to_epsg4326_polygon
+from app.services.model_asset_catalog_service import ModelAssetCatalogService
 from app.services.model_registry_service import ModelRegistryService
 from app.services.qa_service import QaService
 from app.services.quality_service import QualityService
@@ -33,6 +34,7 @@ class DetectionService:
         dataset_id: uuid.UUID,
         model_id: str,
         confidence_threshold: float,
+        model_asset_id: str | None = None,
         class_filter: list[str] | None = None,
         tile_manifest_path: str | None = None,
         parameters_json: dict[str, Any] | None = None,
@@ -55,6 +57,11 @@ class DetectionService:
                 status_code=400,
             )
 
+        selected_model_asset = None
+        if model_id == resolved_settings.yolo_model_id and model_asset_id:
+            selected_model_asset = ModelAssetCatalogService.resolve_asset(model_asset_id, settings=resolved_settings)
+            resolved_settings = ModelAssetCatalogService.settings_for_asset(resolved_settings, selected_model_asset)
+
         model = ModelRegistryService.get_model_capability(
             model_id,
             settings=resolved_settings,
@@ -77,6 +84,9 @@ class DetectionService:
 
         run_parameters = {
             "model_id": model.model_id,
+            "model_asset_id": selected_model_asset.model_asset_id if selected_model_asset else None,
+            "model_asset_path": selected_model_asset.model_path if selected_model_asset else None,
+            "model_asset_sha256": selected_model_asset.sha256 if selected_model_asset else None,
             "confidence_threshold": confidence_threshold,
             "class_filter": class_filter or [],
             "tile_manifest_path": tile_manifest_path,