Automatic resizing when augmentations applied

My dataset images are automatically resized smaller when I apply augmentations, even though I did not ask for resizing in preprocessing. This is not what I want however there seems to be no way to turn this feature off.
My original image size is 8192x5460 and if i don’t apply any augmentations then the image size is kept the same, it is only when i apply augmentations that the size is decreased to 2048x1365