公开(公告)号：US11087178B2

公开(公告)日：2021-08-10

申请号：US16382431

申请日：2019-04-12

Applicant: Facebook, Inc.

Inventor： Barak R. Naveh ,  James Reyes

IPC: G06K9/00 ,  G06K9/62 ,  G06T7/70 ,  G06N20/00 ,  G06F16/58

Abstract: An online system may identify content with which a user has an interest. For example, the online system may determine that a user has an interest in the content based on interaction information indicating that the user interacted with the content. In a particular example, the online system may identify image concepts included in the content based on computer vision techniques that recognize the image concepts. The online system may model probabilities that image concepts will appeal to users. Based on the modeled probabilities, the online system may automatically recommend image concepts for inclusion in candidate images, automatically generate candidate images, or assess candidate images to determine a probability of user interaction with the assessed candidate images.