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The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Patent No.:

US 12067488 B1

PDFFull Text
Date of Patent:
Aug. 20, 2024

Filed:

Apr. 30, 2021

Information processing apparatus, information processing method, and storage medium for generating learning data used for machine learning

Applicant:

Canon Kabushiki Kaisha, Tokyo, JP;

Inventor:

Yosuke Takada, Tokyo, JP;

Assignee:

CANON KABUSHIKI KAISHA, Tokyo, JP;

Attorney:

Carter, DeLuca & Farrell LLP

Primary Examiner:

Geoffrey E Summers

Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06T 3/4015 (2024.01); G06T 3/4046 (2024.01); G06T 7/90 (2017.01); G06T 11/20 (2006.01); G06T 11/40 (2006.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06T 3/4015 (2013.01); G06T 3/4046 (2013.01); G06T 7/90 (2017.01); G06T 11/20 (2013.01); G06T 11/40 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01);
Abstract

An object is to obtain a trained model whose robustness is high in a case of learning a network in an image signal processing system. For teacher images consisting an acquired teacher image group, a distribution characteristic of at least one of three attributes of color is analyzed and based on analysis results, a teacher image group uniform in the distribution characteristic is generated. Learning of a network is performed by generating a data set including a set of a teacher image and a pupil image from a new teacher image group thus obtained.

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Takada, Yosuke. (2024). Information processing apparatus, information processing method, and storage medium for generating learning data used for machine learning (U.S. Patent No. 12067488). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12067488

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