Non-transitory storage medium storing supervised data generation program, supervised data generation method, supervised data generation apparatus, training apparatus, and data structure of supervised data

A training apparatus, comprising:

• a background image generator configured to select a first target image from an image group including a plurality of different target images and perform a transformation process to generate a background image;
• a supervised data generator configured to select a second target image from the image group and combine the second target image with the background image to generate a plurality of supervised data pieces;
• and
• a trained model generator configured to generate, with the plurality of supervised data pieces, a trained model for outputting a result from identifying a target in response to input image data of an image including the target corresponding to a target image.

A data structure of supervised data, comprising:

• image data of a supervised image for generating a trained model for outputting a result from identifying a target in response to input image data of an image including the target corresponding to a target image,
• wherein the supervised image includes
• a second target image selected from an image group including a plurality of the target images corresponding to the target to be identified from one another by the trained model, and
• a background image located around the second target image, and
• the background image includes a transformed image resulting from a transformation process performed on a first target image selected from the image group.