Federated Learning

The world is enriched daily with the latest and most sophisticated achievements of Artificial Intelligence (AI). But one challenge that all new technologies need to take seriously is training time. With deep neural networks and the computing power available today, it is finally possible to perform the most complex analyses without need of pre-processing and feature selection. This makes it possible to apply new models to numerous applications. The only thing needed is tons of training data, a good model and a lot of patience during training.

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Safety and protection of autonomous vehicles

Autonomous cars are vehicles that can drive to a predetermined destination in real traffic without the intervention of a human driver. To ensure that the car gets from A to B as safely and comfortably as possible, various precautions must be taken. These precautions are explained in the following sections using various questions and security concepts. In addition, further questions are used to answer typical questions in the field of autonomous driving.

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