1. A method to control curation of images by a computing device that represent a repository of images, the method comprising: curating, by the computing device, a plurality of images of the to select representative images of the repository, the curating including: calculating a score based on image and face aesthetics, jointly, for each of the plurality of images through processing by a neural network; ranking the plurality of images based on respective said scores; and selecting one or more of the plurality of images as one of the representative images of the repository based on the ranking and a determination that the one or more said images are not visually similar to images that have already been selected as one of the representative images of the repository.