Examples of image augmentations with an extended source. The original image is shown on the top left. The transformations, from left to right, top to bottom, are a random rotation, shift, and flip. The size of the images is (110 × 110) pixels, with an angular resolution of 1.14 arcsec. The colour bar represents the normalized flux densities.