Autonomous Driving

Autonomous Driving and Transportation

Fully autonomous and driver assistance technologies, powered by deep learning, have become a key focus for every car manufacturer, as well as transportation services and technology companies. The vehicle needs to know exactly where it is, recognize the objects around it, and continuously calculate the optimal path for a safe driving experience. This situational and contextual awareness of the car and its surroundings demands a powerful GPU computing systems that can merge data from cameras and other sensors, plus navigation sources, while also figuring out the safest path — all in real-time.

Data scientists in the transportation industry have been using GPUs for machine learning, such as the NVIDIA® Tesla® V100 32GB GPU Acceletator, to make groundbreaking improvements across a variety of applications including image classification and processing, video analytics, and natural language processing. In particular, Deep Learning — the use of sophisticated, multi-level "deep" neural networks to create systems that can perform feature detection from massive amounts of unlabeled training data — is an area that has been seeing significant investment and research from autonomous driving and transportation applications.

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Autonomous Vehicle Solutions Guide

Cirrascale Cloud Services has worked with various autonomous vehicle companies in helping to implement better solutions to handle their various workflows. Download and read this guide to see the solutions Cirrascale offers for AV workflows.

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The Latest Autonomous Driving News

Tap in to the NVIDIA Developer News Center and look at blog entries and news articles written specifically about autonomous driving and transportation. Read, comment, and share with your colleagues all the latest news and information.

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NVIDIA GPU-Accelerated Apps Catalog

Accelerated computing has revolutionized a broad range of industries with over five hundred applications optimized for GPUs to help you accelerate your work. Download the NVIDIA GPU-Accelerated Applications Catalog to see if your application is GPU accelerated and perfect for our multi-GPU cloud.

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