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Deep learning AI approach trains autonomous vehicle

“Once the trained CNN [convolutional neural network] showed solid performance in the simulator, we loaded it onto DRIVE PX [vehicle control computer] and took it out for a road test in the car. The vehicle drove along paved and unpaved roads with and without lane markings, and handled a wide range of weather conditions. As more training data was gathered, performance continually improved. The car even flawlessly cruised the Garden State Parkway.”

NVIDIA, the company you remember for their graphics cards, is now a leader in advanced chips for artificial intelligence. The company’s work in deep learning produced an AI that skillfully operated a car in all the normal driving conditions a New Jersey driver might encounter. 

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