Information processing apparatus, generation method, and computer program product having an estimation model used to estimate depth from an image

Abstract

According to an embodiment, an information processing apparatus includes one or more hardware processors. The one or more hardware processors update parameters of the first estimation model and the second estimation model so as to optimize a first loss function including a term indicating a difference between the correspondence information and correspondence training data that is training data concerning correspondence between the first pixel and the second pixel, a second loss function including a term concerning a depth, and a third loss function including a term indicating a difference in pixel value between the first pixel and the second pixel whose correspondence is indicated by the correspondence information, and generate the first estimation model and the second estimation model represented by the updated parameters.