Training options configuration:

options = trainingOptions('rmsprop', ...

'MiniBatchSize',80, ...

'MaxEpochs',1, ...

'InitialLearnRate',1e-1, ...

'ValidationData',augimdsValidation, ...

'ValidationFrequency',1, ...

'ValidationPatience',Inf, ...

'Verbose',false, ...

'Plots','training-progress');

How to improve accuracy?

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