Posts in Automotive Trends
Autonomous Vehicles: The Data Problem

Recent developments in the area of Artificial Intelligence (AI), specifically the advancement of deep learning and increased computing power, have made autonomous driving feasible for the first time. This blog describes the transition from code-centric algorithms into data-centric algorithms that are necessary for deep learning. Though the results achieved by these new methods are significant, they require large amounts of training data and raise problems around the storing and transmission of data from the autonomous vehicles.

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