Author Topic: Tesla Autopilot  (Read 352 times)

LiaoMi

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Tesla Autopilot
« on: February 13, 2020, 03:34:58 AM »
Tesla Autopilot Video - https://www.tesla.com/de_AT/autopilotAI?redirect=no

Neural Networks
Apply cutting-edge research to train deep neural networks on problems ranging from perception to control. Our per-camera networks analyze raw images to perform semantic segmentation, object detection and monocular depth estimation. Our birds-eye-view networks take video from all cameras to output the road layout, static infrastructure and 3D objects directly in the top-down view. Our networks learn from the most complicated and diverse scenarios in the world, iteratively sourced from our fleet of nearly 1M vehicles in real time. A full build of Autopilot neural networks involves 48 networks that take 70,000 GPU hours to train 🔥. Together, they output 1,000 distinct tensors (predictions) at each timestep.