Map apps may have changed our world, but they still haven’t mapped all of it yet. In particular, mapping roads can be tedious: even after taking aerial images, companies like Google still have to spend many hours manually tracing out roads. As a result, they haven’t yet gotten around to mapping the vast majority of the more than 20 million miles of roads across the globe.