Joel, heads up the images that aren't supposed to be visible allow directory browsing. e.g. https://s3.amazonaws.com/artbreederpublic-shortlived/ https://s3.amazonaws.com/artbreederpublic/ https://s3.amazonaws.com/ganbreederpublic/ s3cli can navigate and download the images. Cool project!