THE PERCEPTION AND PREDICTION TEAM ...

... develops the algorithms and writes the software that senses the world around our self-driving cars and predicts what it will look like in the seconds ahead. The team extensively uses Artificial Intelligence techniques like Deep Learning, as well as our own in-house built software to process camera pixels, Lidar point clouds and radar echoes to model the vehicle’s environment and detect vehicles, pedestrians and other obstacles. The team is responsible managing the training of our Neural Networks and Machine Learning algorithms, including the creation of ground truth datasets out of the vast quantities of data available from our fleets.

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