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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 12469119 B1

PDFFull Text
Date of Patent:
Nov. 11, 2025

Filed:

Jul. 25, 2022

Machine learning system, learning data collection method and storage medium

Applicant:

Toyota Jidosha Kabushiki Kaisha, Toyota, JP;

Inventor:

Yuta Tsubaki, Toyota, JP;

Assignee:

TOYOTA JIDOSHA KABUSHIKI KAISHA, Toyota, JP;

Attorney:

Sughrue Mion, PLLC

Primary Examiner:

Eric Rush

Int. Cl.
CPC ...
G06K 9/00 (2022.01); G06F 18/28 (2023.01); G06N 20/00 (2019.01); G06T 1/00 (2006.01); G06T 7/00 (2017.01); G06V 10/22 (2022.01); G06V 10/26 (2022.01); G06V 10/70 (2022.01); G06V 10/772 (2022.01); G06V 10/774 (2022.01);
U.S. Cl.
CPC ...
G06T 7/0004 (2013.01); G06F 18/28 (2023.01); G06N 20/00 (2019.01); G06T 1/0007 (2013.01); G06V 10/22 (2022.01); G06V 10/26 (2022.01); G06V 10/70 (2022.01); G06V 10/772 (2022.01); G06V 10/774 (2022.01); G06T 2207/20081 (2013.01); G06T 2207/30108 (2013.01); G06T 2207/30164 (2013.01);
Abstract

A machine learning system in the present disclosure includes: an image pickup unit that photographs a product and acquires a product image; a preprocessing unit that generates an inspection target site image by clipping an image of an inspection target site of the product based on a setting file, and saves the generated inspection target site image in an image saving unit; and an inspection processing unit that performs a quality determination process on the inspection target site image of a quality determination object indicated as a quality determination target by production instruction information, in which when the inspection target site image saved in the image saving unit is relevant to a product that is designated by the production instruction information as a learning object that is not the quality determination target, the inspection target site image is accumulated in the image saving unit, as learning data.

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