Despite massive efforts towards inclusive public transit, improved walkways, and smart city infrastructure, getting around is still incredibly difficult as well as dangerous for the average individual struggling with mobility challenges. AccessMate uses a computer vision and AI algorithm on multi-scale geospatial datasets to detect walkways problems and to determine the accessibility level of each segment of sidewalks in a city.