Upload a random street photo, get back GPS coordinates within tens of meters. That’s no longer a closed SaaS demo; it’s something a college student ships on GitHub and research labs publish as a reproducible benchmark called GeoBench.

Open-source image geolocation is not just another clever model release — it’s the moment a niche OSINT...