Initial public release

2026-08-31 21:56:53 +02:00
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+# Implementation Epics
+
+## EPIC 01 — Repository and Runtime Foundation
+
+Goal: create a runnable full-stack foundation with backend, frontend, database, worker and shared conventions.
+
+Must deliver:
+
+- FastAPI app booting
+- health endpoints
+- SQLAlchemy/Alembic setup
+- PostGIS-enabled PostgreSQL connection
+- React app booting
+- Docker Compose local stack
+- basic CI-friendly test commands
+
+## EPIC 02 — Project and Area Management
+
+Goal: allow users to create project workspaces and define Kempen analysis areas.
+
+Must deliver:
+
+- project CRUD
+- area CRUD
+- polygon validation
+- area surface calculation
+- geometry storage in PostGIS
+- frontend project dashboard
+- map drawing workflow
+
+## EPIC 03 — Dataset Manager
+
+Goal: upload, register and inspect geospatial datasets.
+
+Must deliver:
+
+- dataset upload endpoint
+- metadata extraction
+- storage path registration
+- dataset table
+- dataset detail page
+- processing status model
+
+## EPIC 04 — Raster Foundation
+
+Goal: support GeoTIFF metadata, preview, clipping and tiling readiness.
+
+Must deliver:
+
+- Rasterio metadata extraction
+- bounds, CRS, band count, resolution
+- clip request contract
+- tile generation contract
+- raster preview placeholder backed by real metadata
+
+## EPIC 05 — Vector Foundation
+
+Goal: support GeoJSON/Shapefile/GPKG import and core vector operations.
+
+Must deliver:
+
+- GeoPandas import
+- CRS transform
+- clip to area
+- area/perimeter calculation
+- vector layer display/export
+
+## EPIC 06 — GRB Reference Integration
+
+Goal: retrieve GRB features for selected areas and cache them in PostGIS.
+
+Must deliver:
+
+- GRB source config
+- WFS request service
+- cache table or dataset registration
+- building reference layer
+- failure handling and source metadata
+
+## EPIC 07 — Detection Pipeline Skeleton
+
+Goal: run object detection over prepared raster tiles and store georeferenced outputs.
+
+Must deliver:
+
+- model registry stub
+- detection job request
+- tile inference interface
+- detections table
+- GeoJSON export
+- map overlay
+
+The first implementation may use a deterministic fixture model only if the full interface is identical to a future YOLO implementation.
+
+## EPIC 08 — QA/QC Engine
+
+Goal: compare detections against GRB reference features.
+
+Must deliver:
+
+- spatial matching
+- IoU calculation
+- precision/recall/F1
+- false positives/false negatives
+- QA result layer
+- metrics panel
+
+## EPIC 09 — Export Layer
+
+Goal: export useful outputs.
+
+Must deliver:
+
+- GeoJSON export
+- analysis metadata export
+- QA summary JSON
+- future-compatible report registry
+
+## EPIC 10 — Stabilization and Polish
+
+Goal: make the MVP coherent, testable and demo-ready.
+
+Must deliver:
+
+- error states
+- empty states
+- loading states
+- validation messages
+- test coverage on critical services
+- changelog and release notes