Implementations described herein relate to methods, devices, and computer-readable media for creating and providing image-based creations. The computer implemented method includes acquiring a plurality of episodes, each episode associated with a corresponding trial period and comprising a respective set of images and personal identifiers for each image. The method further comprises forming a separate cluster for each episode comprising at least two personal identifiers. The method further includes determining whether the one or more personal identifiers are included in the clusters less than the threshold number, and in response, removing the one or more personal identifiers from the clusters including the one or more personal identifiers. The method further comprises merging the same clusters to obtain a plurality of groups of people, each group comprising two or more personal identifiers, and providing a user interface comprising an image-based creation based on the particular group of people.
展开▼