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function image = data_augmentation(image, mode)
if mode == 1
return;
end
if mode == 2 % flipped
image = flipud(image);
return;
end
if mode == 3 % rotation 90
image = rot90(image,1);
return;
end
if mode == 4 % rotation 90 & flipped
image = rot90(image,1);
image = flipud(image);
return;
end
if mode == 5 % rotation 180
image = rot90(image,2);
return;
end
if mode == 6 % rotation 180 & flipped
image = rot90(image,2);
image = flipud(image);
return;
end
if mode == 7 % rotation 270
image = rot90(image,3);
return;
end
if mode == 8 % rotation 270 & flipped
image = rot90(image,3);
image = flipud(image);
return;
end