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:
Apr. 23, 2024

Filed:

Mar. 24, 2023
Applicant:

Honda Motor Co., Ltd., Tokyo, JP;

Inventor:

Toshikazu Karube, Tokyo, JP;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G05B 23/02 (2006.01); G01N 21/88 (2006.01);
U.S. Cl.
CPC ...
G05B 23/024 (2013.01); G01N 21/88 (2013.01); G05B 23/0243 (2013.01);
Abstract

Preparing actual defective product data and non-defective product data, causing a deep generation model to learn the data and to generate latent variables in which features of the non-defective product data and the actual defective product data are mixed, causing a classification model to learn the latent variables to generate a classified non-defective product and defective product latent variable, deleting the non-defective product latent variable from the classified non-defective product and defective product latent variable to output the defective product latent variable including a gray latent variable, causing a distance learning model to learn the defective product latent variable and the non-defective product latent variable and to delete the gray latent variable, and causing the deep generation model to learn the defective product latent variable that has been obtained and to generate the pseudo defective product data greater in number than the actual defective product data.


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