How syed-sameer13/sahinaksha works
SahiNaksha is a prototype concept for turning aerial survey imagery into preliminary cadastral features that surveyors can review and export. The graph follows the README’s documented workflow and capabilities, not verified runtime calls: the supplied tree contains documentation only, and no implementation excerpts were available. Paths identify existing documents describing these areas; they do not imply that corresponding software modules exist.
Main entry points: requirements.md Edit and verify · data-model.md Candidate parcels · ai-pipeline.md Preprocessing · gis-methodology.md GIS comparison
Components 15
Survey Inputs
- Preprocessing
docs/ai-pipeline.md
Geospatial Processing
- AI extraction
docs/ai-pipeline.md - Polygonization
docs/gis-methodology.md - Candidate parcels
docs/data-model.md
Validation & Review
- Topology validation
docs/gis-methodology.md - GIS comparison
docs/gis-methodology.md - Review priority
docs/ai-pipeline.md - Edit and verify
docs/requirements.md
Deliverables
- GeoJSON export
docs/api-contract.md - Shapefile export
docs/api-contract.md - PDF report
docs/api-contract.md
Other components
- Drone imagery
- Optional DSM/DTM
- Existing GIS
- Surveyor
Connections 15
- Drone imagery → Preprocessing: supplies imagery
- Optional DSM/DTM → Preprocessing: supplies elevation
- Existing GIS → GIS comparison: supplies reference
- Preprocessing → AI extraction: prepared imagery
- AI extraction → Polygonization: extracts features
- Polygonization → Candidate parcels: generates candidates
- Candidate parcels → Topology validation: validates topology
- Candidate parcels → GIS comparison: compares features
- GIS comparison → Review priority: informs priority
- Topology validation → Review priority: informs priority
- Review priority → Edit and verify: prioritizes review
- Surveyor → Edit and verify: edits and verifies
- Edit and verify → GeoJSON export: exports features
- Edit and verify → Shapefile export: exports features
- Edit and verify → PDF report: generates report