An image processing apparatus having a processor configured to: select a reference frame from a frame group including a plurality of images; acquire a reference correct answer frame representing a region of interest in the selected reference frame; generate a complementary correct answer frame corresponding to a frame other than the reference frame included in the frame group based on at least one reference correct answer frame; and generate a correct answer image group for machine learning from the reference correct answer frame and the complementary correct answer frame.