%% makes demo image augmentation
%im = imread("../IMGs/labradors.JPG");
im = imread(".\neural_network_training_sets\custom_images\test2\img01.JPG");
imshow(im)

a = "shis ir  mans " + ...
    "fails"

imageAugmenter1 = imageDataAugmenter('RandRotation',[30 30]);
imageAugmenter2 = imageDataAugmenter('RandScale',[1 1.5]);
imageAugmenter3 = imageDataAugmenter('RandYReflection',true);
imageAugmenter4 = imageDataAugmenter('RandXShear',[ 30 30 ]);
imageAugmenter5 = imageDataAugmenter('RandYShear',[ 30 30 ]);
imageAugmenter6 = imageDataAugmenter('RandXTranslation',[ 150 150 ]);

imaug1 = augment(imageAugmenter1,im);
imaug2 = augment(imageAugmenter2,im);
imaug3 = augment(imageAugmenter3,im);
imaug4 = augment(imageAugmenter4,im);
imaug5 = augment(imageAugmenter5,im);
imaug6 = augment(imageAugmenter6,im);

imt = imtile({imaug1,imaug2,imaug3,imaug4,imaug5,imaug6});
imshow(imt)