The NVIDIA DRIVE PX AI car computer enables OEMs, tier 1 suppliers, startups and research institutions to accelerate the self-driving car systems development. The NVIDIA DriveWorks companion Software Development Kit (SDK) for DRIVE PX includes a number of open-source reference samples, development tools and library modules targeting autonomous driving applications.
]]>In a new automotive application, we have used convolutional neural networks (CNNs) to map the raw pixels from a front-facing camera to the steering commands for a self-driving car. This powerful end-to-end approach means that with minimum training data from humans, the system learns to steer, with or without lane markings, on both local roads and highways. The system can also operate in areas with…
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