End-to-End Deep Learning for Self-Driving Cars – NVIDIA Technical Blog

End-to-End Deep Learning for Self-Driving Cars – 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[End-to-End Deep Learning for Self-Driving Cars]]> http://www.open-lab.net/blog/parallelforall/?p=7016 2022-08-21T23:37:55Z 2016-08-18T03:16:55Z

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...]]>

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... Figure 1: NVIDIA's Lincoln MKV self-driving car.

Figure 1: NVIDIA's Lincoln MKV self-driving car.

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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