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