[jhurliman]

Given an energy map of an image and a target number of pixels to remove, the algorithm is deterministic. The step to apply ML would be the energy map generation. Saliency map generation with CNNs is an active area of research and it could replace a slew of more specific algorithms you would want to apply (face detection, foreground/background segmentation, edge detection, etc).