select folder that also includes subfolders

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David Glendale Ardenaso
回答： dpb 2021-12-10
I'd like to ask is it possible for uigetfile to select a folder so that the contents subfolders inside would get selected too
Here's my CNN code so far:
myfolder = 'D:\School Files\2021 - 2022 1st semester\ECE21131\fall dataset';
dataDir = fullfile(myfolder);
imdir = fullfile(dataDir);
imds = imageDatastore(imdir, "IncludeSubfolders",true ,"LabelSource","foldernames");
[imdsTrain,imdsValidation] = splitEachLabel(imds,0.8,'randomized');
imageSize = [240 320 3];
layers = [
imageInputLayer(imageSize)
convolution2dLayer(3,8,'Padding','same')
batchNormalizationLayer
reluLayer
maxPooling2dLayer(2,"Stride",2)
convolution2dLayer(3,16,'Padding','same')
batchNormalizationLayer
reluLayer
maxPooling2dLayer(2, 'Stride',2)
convolution2dLayer(3,32,'Padding','same')
batchNormalizationLayer
reluLayer
maxPooling2dLayer(2, 'Stride',2)
convolution2dLayer(3,64,'Padding','same')
batchNormalizationLayer
reluLayer
maxPooling2dLayer(2, 'Stride',2)
convolution2dLayer(3,128,'Padding','same')
batchNormalizationLayer
reluLayer
fullyConnectedLayer(6)
softmaxLayer
classificationLayer];
%trainetwork
valfrequency = floor(numel(imdsTrain.Files)/64);
options = trainingOptions('adam', ...
'MaxEpochs',32, ...
'InitialLearnRate',3e-4, ...
'Shuffle','every-epoch', ...
'MiniBatchSize',64,...
'ValidationData',imdsValidation, ...
'ValidationFrequency',valfrequency, ...
'Verbose',false, ...
'Plots','training-progress');
net = trainNetwork(imdsTrain,layers,options);
YPred = classify(net,imdsValidation);
Yvalidation = imdsValidation.Labels;
accuracy = mean(YPred == Yvalidation);
idx = [1 4 8 12 16 20 24 28 32 36 40 41 42];
figure
for i = 1:numel(idx)
subplot(5,5,i)
I = readimage(imdsValidation,idx(i));
label = YPred(idx(i));
imshow(I)
title(char(label))
end
whereas the first line would be replaced by a uigetfile
the "fall dataset" folder has 6 subfolders which would also be fed into the system for the CNN
so basically, I'd like a way something like uigetfile that takes in all .png files within a folder, and its subfolders

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回答（1 个）

dpb
dpb 2021-12-10
There is no builtin gui tool that does more than multi-select on files within a single folder; you have to traverse the directory tree programmatically. There are several submissions on FEX that do it and while I don't have a link to it, I know I've seen a very nice demonstration posted here as well by one of the several other MVPs -- I don't recall which just now.
I've complained for years that the MATLAB builtin dir() function doesn't accept switches such as /s -- it would be so handy for such cases if it did -- instead, most of the time I just build the appropriate dir command string including the wildcard filename expression and pass it to the OS and then iterate through the resulting returned array.

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