AI-powered Road Analytics in Multiresolution Aerial Images
Accurate, detailed and up-to-date road networks are critical in many applications, autonomous driving being one of them. Currently, the existing road network data lacks sufficient detail and currency necessary to support various use cases such as asset management and monitoring as well as smart transport networks.
To address this issue, we developed innovative transfer and deep learning models to detect road furniture and safety features in both 10cm aerial and satellite images with a similar quality.
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