Changelog
Follow the development of GeoPin. Every update brings us closer to the most accurate geolocation tool for the Netherlands.
Enhanced Search Pipeline
Improved search pipeline with multi-stage verification, LoFTR fallback and descriptor hopping for higher accuracy.
- 7-stage progressive search pipeline
- LoFTR dense matching as secondary verification method
- Descriptor hopping for better neighbourhood matching
- Spatial clustering and road network bias
Multilingual Site & Account System
GeoPin is now available in Dutch and English. Users can create an account with dashboard and API keys.
- Dutch version (primary) + English version (/en/)
- Registration, login & API key management
- Personal dashboard with usage statistics
GeoPin v1.0 Launch
The first public release of GeoPin is live. Full coverage of the entire Netherlands with accurate geolocation based on visual recognition.
- Coverage of all 12 provinces
- 8+ open data sources integrated
- 39M+ reference images
- Custom embedding + verification pipeline
Closed Beta
Beta phase with first customers on invite. Feedback collected and incorporated ahead of the public launch.
- First users on invite only
- Real-world accuracy validation
- Performance optimisation based on feedback
- Bug fixes and UX improvements
Alpha Phase
Internal prototype with core functionality. First proof-of-concept for visual geolocation based on open street-level imagery.
- First working search pipeline
- Mapillary as primary data source
- Visual embedding model integrated
- Internal tests and benchmarks
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