Hi,
I am trying to apply "Train Deep Learning Network to Classify New Images". I did test exactly according to
But I always got some problem as:
"No appropriate method, property, or field 'Files' for class 'augmentedImageDatastore'.
Error in googlenetJIAGUI (line 88)
valFrequency = floor(numel(augimdsTrain.Files)/miniBatchSize);"
When I ran:
%Train Network
pixelRange = [-30 30];scaleRange = [0.9 1.1];imageAugmenter = imageDataAugmenter( ... 'RandXReflection',true, ... 'RandXTranslation',pixelRange, ... 'RandYTranslation',pixelRange, ... 'RandXScale',scaleRange, ... 'RandYScale',scaleRange);augimdsTrain = augmentedImageDatastore(inputSize(1:2),imdsTrain, ... 'DataAugmentation',imageAugmenter);augimdsValidation = augmentedImageDatastore(inputSize(1:2),imdsValidation);%Specify the training options.
miniBatchSize = 10;valFrequency = floor(numel(imdsValidation.Files)/miniBatchSize); %%valFrequency = floor(numel(augimdsTrain.Files)/miniBatchSize);
options = trainingOptions('sgdm', ... 'MiniBatchSize',miniBatchSize, ... 'MaxEpochs',6, ... 'InitialLearnRate',3e-4, ... 'Shuffle','every-epoch', ... 'ValidationData',augimdsValidation, ... 'ValidationFrequency',valFrequency, ... 'Verbose',false, ... 'Plots','training-progress');
I check inside of "augimdsTrain", there is no "Files". When I replace with the "valFrequency = floor(numel(augimdsTrain.Files)/miniBatchSize);" with "valFrequency = floor(numel(imdsValidation.Files)/miniBatchSize)" . "valFrequency = floor(numel(augimdsTrain.Files)/miniBatchSize);" It seems to work.
Any body could tell me whether I am right?
Best regards,
jiagui
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