How to create executable file for pretrained model Using GUI

Hi, i want to create a executable file for pretrained model using GUI.

I want to load a image from directory using Push Button and Display prediction on that image using Pretrained model

I am trying to develope exe for this example ( https://www.mathworks.com/help/deeplearning/gs/classify-image-using-pretrained-network.html )

net = googlenet;
I = imread("peppers.png");
inputSize = net.Layers(1).InputSize;
I = imresize(I,inputSize(1:2));
label = classify(net,I);
figure
imshow(I)
title(string(label))

Can anybody help me in that

[Hiro Yoshino]

camera = webcam;
net = googlenet;

h = figure;
while ishandle(h)
    im = snapshot(camera);
    image(im);
    im = imresize(im,[224, 224]);
    [label,score] = classify(net,im);
    title({char(label), num2str(max(score),2)});
    drawnow
end

If your code runs, it retunrs a single prediction about "peppers.png".

So you have to make it run continuously. The code here uses your web-camera.

All you need to do after this is, call the application compiler and put the code in it to compile.

you can find the compiler app from the "App" section or call it from command line:

applicationCompiler

[hammad younas]

@Hiro I want to create GUI based Which have button to read image from directory and button make prediction and result display

[hammad younas]

@Hiro I have updated the question

Answer 1

[yanqi liu]

yes，sir，when use gui transfer to exe，offen use mcc，and now suggest use applicationCompiler

may be use web api to generate http server is better

Answer 2

[Hiro Yoshino]

@hammad younas I can give you a solution.

MATLAB > App > Open App Designer

This is what you need. With that app, you can design your own GUI app that has your algorithm.

You can have a button and figure window(s). This app is also easy to use - just take a look and start designing it.

[Hiro Yoshino]

Note that after designing your GUI app, make sure to compile it to exe so you can use it as a stand alone app!