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