Initial GeoIntel V1 foundation

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+# GeoIntel Kempen — Implementation Backlog v1.0
+
+## Milestone 0 — Repo readiness
+
+- [ ] Ensure docs are complete and consistent.
+- [ ] Add README quickstart.
+- [ ] Add docker-compose with PostGIS, Redis, backend, frontend placeholders.
+- [ ] Add `.env.example`.
+- [ ] Add development rules.
+
+## Milestone 1 — Backend foundation
+
+- [ ] FastAPI app skeleton.
+- [ ] Settings/config module.
+- [ ] SQLAlchemy or SQLModel setup.
+- [ ] Alembic migrations.
+- [ ] PostGIS extension migration.
+- [ ] Health endpoint.
+- [ ] Job/analysis status model.
+- [ ] File storage service.
+
+## Milestone 2 — Core data model
+
+- [ ] Projects table/model/API.
+- [ ] Areas table/model/API with geometry.
+- [ ] Datasets table/model/API.
+- [ ] Layers table/model/API.
+- [ ] Analysis runs table/model/API.
+- [ ] Metrics table/model/API.
+- [ ] Exports table/model/API.
+
+## Milestone 3 — Dataset Manager
+
+- [ ] Raster upload.
+- [ ] Vector upload.
+- [ ] Shapefile ZIP support.
+- [ ] Dataset metadata extraction.
+- [ ] Dataset list API.
+- [ ] Dataset detail API.
+- [ ] Basic preview generation.
+
+## Milestone 4 — Raster Lab
+
+- [ ] Raster metadata endpoint.
+- [ ] Band statistics.
+- [ ] Raster clipping.
+- [ ] Tile generation.
+- [ ] Preview rendering.
+- [ ] Raster operation tests.
+
+## Milestone 5 — Vector Lab
+
+- [ ] Vector metadata endpoint.
+- [ ] Reprojection utility.
+- [ ] Clip operation.
+- [ ] Buffer operation.
+- [ ] Intersect operation.
+- [ ] Difference operation.
+- [ ] Spatial join operation.
+- [ ] Vector operation tests.
+
+## Milestone 6 — Reference data providers
+
+- [ ] ReferenceDataProvider interface.
+- [ ] OSM provider fallback.
+- [ ] GRB provider architecture.
+- [ ] GRB WFS capability discovery task.
+- [ ] Cache imported reference features in PostGIS.
+
+## Milestone 7 — Detection Pipeline
+
+- [ ] Model registry table.
+- [ ] YOLO model adapter.
+- [ ] Tile inference job.
+- [ ] Pixel bbox to geospatial polygon conversion.
+- [ ] Duplicate removal/NMS.
+- [ ] Detection storage.
+- [ ] Detection GeoJSON export.
+
+## Milestone 8 — QA/QC Engine
+
+- [ ] IoU utility.
+- [ ] One-to-one matching.
+- [ ] TP/FP/FN classification.
+- [ ] Precision/recall/F1 metrics.
+- [ ] QA layer outputs.
+- [ ] QA GeoJSON/CSV export.
+
+## Milestone 9 — Frontend foundation
+
+- [ ] React/Vite/TypeScript app.
+- [ ] API client.
+- [ ] Layout/navigation.
+- [ ] Project Workspace.
+- [ ] Dataset Manager UI.
+- [ ] Map Workbench with MapLibre.
+
+## Milestone 10 — Frontend labs
+
+- [ ] Raster Lab UI.
+- [ ] Vector Lab UI.
+- [ ] Detection Lab UI.
+- [ ] QA/QC Lab UI.
+- [ ] Exports UI.
+- [ ] Job status UI.
+
+## Milestone 11 — Segmentation
+
+- [ ] Segmentation data model.
+- [ ] Mask storage.
+- [ ] Polygonization utility.
+- [ ] Segmentation Lab UI shell.
+- [ ] Optional SAM/YOLO-seg integration.
+
+## Milestone 12 — Change Detection
+
+- [ ] Vector change detection.
+- [ ] Added/removed/modified layers.
+- [ ] Change metrics.
+- [ ] Change Lab UI.
+
+## Milestone 13 — Portfolio polish
+
+- [ ] Demo scenario setup.
+- [ ] Seed demo project.
+- [ ] README screenshots placeholders.
+- [ ] Architecture diagram.
+- [ ] Portfolio explanation page.