Explaining How End-to-End Deep Learning Steers a Self-Driving Car – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-03-24T20:52:54Z http://www.open-lab.net/blog/feed/ Mariusz Bojarski <![CDATA[Explaining How End-to-End Deep Learning Steers a Self-Driving Car]]> http://www.open-lab.net/blog/parallelforall/?p=7895 2022-08-21T23:38:10Z 2017-05-24T00:39:41Z As part of our autonomous?driving research, NVIDIA has created a deep-learning based system, known as PilotNet, which learns to emulate the behavior of human...]]> As part of our autonomous?driving research, NVIDIA has created a deep-learning based system, known as PilotNet, which learns to emulate the behavior of human...

As part of our autonomous driving research, NVIDIA has created a deep-learning based system, known as PilotNet, which learns to emulate the behavior of human drivers and can be deployed as a self-driving car controller. PilotNet is trained using road images paired with the steering angles generated by a human driving a data-collection car. It derives the necessary domain knowledge from data.

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