From pixels to physical insights: Geospatial image understanding with Gemini

From satellite constellations to rich street-level imagery, organizations have unprecedented visual access to the physical world. Yet, for GIS professionals, infrastructure managers, and urban planners, a massive operational bottleneck remains: turning raw, unstructured pixels into structured spatial databases.