model has successfully predicted the presence of the ear and has successfully drawn a crisp image of the eyes with dark pixels in that area and sharp edges on the features of the eyes another task that intrinsically requires being able to generate good data is super resolution of images in this example we begin with the original image on the left and then not pictured we down sample that image to about half its original resolution we then share several different ways of reconstructing the high resolution version of the image