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.

Date of Patent:
Sep. 01, 2026

Filed:

Feb. 18, 2020
Applicant:

Omron Corporation, Kyoto, JP;

Inventors:

Yamato Okamoto, Kyoto, JP;

Atsushi Hashimoto, Tokyo, JP;

Assignee:

OMRON Corporation, Kyoto, JP;

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06V 10/774 (2022.01); G06N 3/045 (2023.01); G06N 3/084 (2023.01); G06N 20/00 (2019.01); G06V 20/54 (2022.01); G08G 1/01 (2006.01);
U.S. Cl.
CPC ...
G06V 10/774 (2022.01); G06N 20/00 (2019.01); G06V 20/54 (2022.01); G06N 3/045 (2023.01); G06N 3/084 (2013.01); G08G 1/0112 (2013.01); G08G 1/0116 (2013.01); G08G 1/0129 (2013.01); G08G 1/0141 (2013.01);
Abstract

A learning apparatus according to one or more embodiments executes, with respect to each learning data set, a first training step of training a second encoder and a second metadata identifier such that the identification result by the second metadata identifier matches the metadata, a second training step of training encoders and an estimator such that the result of estimation performed by the estimator matches correct answer data, a third training step of training a first metadata identifier such that the result of identification performed by the first metadata identifier matches the metadata, and a fourth training step of training a first encoder such that the result of identification performed by the first metadata identifier does not match the metadata. The third training step and the fourth training step are alternatingly and repeatedly executed.


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