Automated looping video creation techniques are described. In one or more implementations, a digital medium environment is configured to create a looping video that supports repeated playback that appears generally seamless to a user by one or more computing devices. Frames of a video are segmented into foreground and background regions by the one or more computing devices. Similarity of the foreground regions is determined of the segmented frames, one to another, by the one or more computing devices to use as a transition in the looping video. The looping video is synthesized as a subset of the video by the one or more computing devices as having the transition based on the determined similarity of first and second said frames.