--- a
+++ b/functions/fineTuneCNN.m
@@ -0,0 +1,18 @@
+function [netTransfer] = fineTuneCNN(imagesCell, Labels, folder, inputSize, imageAugmenter, layers, options)
+
+% imdsTrain = imageDatastore(folder, 'IncludeSubfolders', true, 'LabelSource','foldernames');
+
+im_temp = imagesCell{1};
+imsizeOrig = size(im_temp);
+imArray = zeros(imsizeOrig(1), imsizeOrig(2), imsizeOrig(3), numel(imagesCell));
+for ind_im = 1 : numel(imagesCell)
+    imArray(:,:,:,ind_im) = imagesCell{ind_im};
+end %for ind_im
+
+% whos imArray Labels
+
+% augimdsTrainl = augmentedImageDatastore(inputSize(1:2), imdsTrain, 'DataAugmentation', imageAugmenter);
+% augimdsTrainl = augmentedImageDatastore(inputSize(1:2), imdsTrain);
+augimdsTrainl = augmentedImageDatastore(inputSize(1:2), imArray, categorical(Labels)', 'DataAugmentation', imageAugmenter);
+
+netTransfer = trainNetwork(augimdsTrainl, layers, options);
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