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.:
Date of Patent:
Oct. 28, 2025
Filed:
Mar. 28, 2023
Applicant:
Honda Motor Co., Ltd., Tokyo, JP;
Inventor:
Toshikazu Karube, Tokyo, JP;
Assignee:
HONDA MOTOR CO., LTD., Tokyo, JP;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 10/764 (2022.01); G06T 7/00 (2017.01); G06V 10/82 (2022.01);
U.S. Cl.
CPC ...
G06V 10/764 (2022.01); G06T 7/0004 (2013.01); G06V 10/82 (2022.01);
Abstract
An autoencoder is caused to learn based on data of a majority class of imbalanced data. The imbalanced data is input to the autoencoder that has learned, and an error in a predetermined parameter between an input image data and an output image data is acquired. Data of each class is extracted as teacher data such that the number of pieces of first class data counted in descending order of the size of the obtained error among the first class data and the number of pieces of second class data are balanced. A convolutional neural network is caused to learn the teacher data to obtain a learning model.