How can I see the predicted labels for all my validation set images? I used deep network designer to modify a pre-trained network .

Question

Andreea Luchian 2021-11-10

0
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https://ww2.mathworks.cn/matlabcentral/answers/1583554-how-can-i-see-the-predicted-labels-for-all-my-validation-set-images-i-used-deep-network-designer-to

回答： Prince Kumar 2021-11-17

Hi,

So I used Deep Network Designer ( DND) to modify GoogleNet and do some transfer learning on a new dataset. I separated the data into training vs validation, again using the DND. When the transfer learning process has ended, I obtained an accuracy of 97. Now, my issue is the deployment of the results. I need a code that gives me a file with all the images and the predcited class and its percentage.

For the moment I only have this

idx = randperm(numel(imdsValidation.Files),4);

figure

for i = 1:4

subplot(2,2,i)

I = readimage(imdsValidation,idx(i));

imshow(I)

label = YPred(idx(i));

title(string(label) + ", " + num2str(100*max(probs(idx(i),:)),3) + "%");

end

But obsly if I adapted it for hundreds of images does not work.

Please let us know if there is any possibility to deploy all the validation images with the class predicted.