Lane Detection Optimized With GPU Coder for Jetson TX2

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Vasyl Varvolik 2017-11-30

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https://ww2.mathworks.cn/matlabcentral/answers/370197-lane-detection-optimized-with-gpu-coder-for-jetson-tx2

编辑： Vasyl Varvolik 2017-12-2

Hallo! In the project, we use camera of the type DFK23UP1300 and the Jetson TX2 for image processing. I want to make a self drive mini car. I think that I can use this simple:

https://de.mathworks.com/help/gpucoder/examples/lane-detection-optimized-with-gpu-coder.html?searchHighlight=GPU%20coder&s_tid=doc_srchtitle

I checked it works on Jetson TX2, but I don't know how to pretraine AlexNET to my road.

I have to use these recommendations: https://www.mathworks.com/help/nnet/ref/alexnet.html

Can I use Ground-Truth Labeling for pretraine AlexNET?

Maybe you can give advice?

Thanks a lot.

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Answer 1

Girish Venkataramani 2017-11-30

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Hi Vasyl

We published an blog article that describes the training:

https://devblogs.nvidia.com/parallelforall/deep-learning-automated-driving-matlab/

Let me know if this helps. Girish

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Vasyl Varvolik 2017-12-1

编辑：Vasyl Varvolik 2017-12-2

I use Ground Truth Labeler on the MATLAB and I don't understand how to get redressionOutputs with a,b,c coefficients

I don't understand why the right and left lines are superimposed

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Lane Detection Optimized With GPU Coder for Jetson TX2

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