Stanford University public Class machine learning: Neural Networks learning-autonomous Driving example (automatic driving example via neural network)

Source: Internet
Author: User

The use of neural networks to achieve autonomous driving, which means that the car through learning to drive themselves.

It is a legend explaining how to realize automatic driving through neural network learning:

The lower left corner is an image of the road ahead that the car sees. Left, you can see a horizontal menu bar (the direction indicated by the number 4), and the white section shows the direction the human driver chooses. The right-hand side corresponds to the right-pressing operation (Arrow 3), and the center is slightly to the left (Arrow 2), which means that at this point the human driver's operation is slowly turning left. The second part of the picture (arrow 5) corresponds to the Learning algorithm to select the driving direction, similar to the white section (arrow 6) shows that the neural network here is the choice of driving direction is a little left, in fact, before the neural network began to learn, you will see the network output is a gray section (arrow 7), The gray area shows that the neural network has been initialized randomly, and we don't know how the car is going when it is initialized, or we don't know where the driving direction is, only after the learning algorithm has been running long enough that the white section appears in the entire gray area, showing a specific direction of travel. This means that the neural network algorithm at this time has chosen a clear direction of travel, not like the beginning of the output of a faint light gray area, but the output of a white section.

Stanford University public Class machine learning: Neural Networks learning-autonomous Driving example (automatic driving example via neural network)

Related Article

Contact Us

The content source of this page is from Internet, which doesn't represent Alibaba Cloud's opinion; products and services mentioned on that page don't have any relationship with Alibaba Cloud. If the content of the page makes you feel confusing, please write us an email, we will handle the problem within 5 days after receiving your email.

If you find any instances of plagiarism from the community, please send an email to: info-contact@alibabacloud.com and provide relevant evidence. A staff member will contact you within 5 working days.

A Free Trial That Lets You Build Big!

Start building with 50+ products and up to 12 months usage for Elastic Compute Service

  • Sales Support

    1 on 1 presale consultation

  • After-Sales Support

    24/7 Technical Support 6 Free Tickets per Quarter Faster Response

  • Alibaba Cloud offers highly flexible support services tailored to meet your exact needs.