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Information processing apparatus that performs machine learning of learning model, learning method, and storage medium

Grant US12586342B2 Kind: B2 Mar 24, 2026

Assignee

Canon Kabushiki Kaisha

Inventors

Hayato Oura

Abstract

An apparatus that performs machine learning of a learning model that can increase a rate of outputting a block dividing pattern as a correct answer. A CPU of the apparatus determines a dividing pattern output from a learning model that outputs, using an image for learning as an input thereto, a dividing pattern obtained by dividing the image, and a weight associated with a similarity with teacher data when performing machine learning of the learning model. The CPU performs machine learning of the learning model using a loss function weighted by the determined weight.

CPC Classifications

G06V 10/50 G06V 10/765 G06V 10/82 G06V 10/764 G06N 3/08

Filing Date

2021-03-31

Application No.

17219582

Claims

18