We are happy to share some news about our project with Forum Virium Helsinki and city of Helsinki where we apply machine learning and computer vision to identify elements of street space such as road surface markings, biking lanes, pedestrian lanes: https://lnkd.in/gKepG7Hb. We have developed computer vision algorithm to automatically detect road markings based on satellite and drone imagery and converted it format readable by Helsinki city 3D model.