How do i deploy a neural network.

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Nitesh Ramdin 2020-11-16

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编辑： Nitesh Ramdin 2020-11-20

I have trained a network using the deep network designer tool. Now how do i using the information on my model?

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Answer 1

drummer 2020-11-16

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在 MATLAB Online 中打开

if you had configured your training options, you deploy like this:

net = trainNetwork(imds, layers, options)

If your're doing everything within the designer, did you go to the training tab, chose your training options and clicked on the Train button?

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Nitesh Ramdin 2020-11-20

编辑：Nitesh Ramdin 2020-11-20

hello Drummer,

I am building a raspberry pi car(with 4 motors) & Pi camera to use as input device.

I have taken 2000 photos while driving around a track and labeled these either LEFT, RIGHT or FORWARD.

I have trained the folders(LEFT, RIGHT or FORWARD) using the Deep Network designer. So to answer your question, yes i did train by clicking the Train button.

I am at the piont where i have exported Trained netwrk and results.

My question is how do i use these results while on a live PI camera feed to either go LEFT, RIGHT or FORWARD.

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Answer 2

Reeno Joseph 2020-11-19

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Hi Nitesh,

Please refer the example raspi_webcam_resnet to know more about the deployment workflow.

In the above example the pre-trained network "resnet50" is used. If you have a custom n/w as a mat file, load it using "coder.loadDeepLearningNetwork('custom_network.mat');"

Hope this helps.

-Reeno