Visual Geo-Localization from images

Algorithms process this data to pinpoint exact coordinates[11][12]. Geo-localization is important for organizing and analyzing large volumes of imagery data, as demonstrated by systems like the US Geological Survey (USGS), which classify and locate satellite and drone images to streamline data collection and analysis. Social media platforms like Instagram use geo-localization to tag photos with specific locations, enabling users to explore location-based content[11]. Despite its significance, many images and videos lack geo-localization data, particularly those collected in the past or by devices without GPS capabilities[12].