COgnata

Cognata provides a deep learning autonomous driving simulator platform. The company claims to use patented computer vision and deep learning algorithms to create an entire city-simulator including buildings, roads, lane marks, traffic signs, etc. It also adds dynamic layers of drivers and pedestrians behaviours along with local weather conditions based on historical data. It allows the autonomous vehicle makers to test their vehicles by creating various safety edge cases which need to be solved in order to launch an autonomous vehicle.