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:
Feb. 13, 2024
Filed:
Jun. 02, 2021
Applicant:
Fujifilm Corporation, Tokyo, JP;
Inventor:
Takashi Wakui, Ashigarakami-gun, JP;
Assignee:
FUJIFILM Corporation, Tokyo, JP;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06T 7/11 (2017.01); G06N 20/00 (2019.01); G06V 30/262 (2022.01); G06F 18/214 (2023.01); G06F 18/2431 (2023.01); G06V 30/19 (2022.01); G06V 10/82 (2022.01); G06V 20/69 (2022.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 18/214 (2023.01); G06F 18/2431 (2023.01); G06N 20/00 (2019.01); G06T 7/11 (2017.01); G06V 10/82 (2022.01); G06V 20/698 (2022.01); G06V 30/19147 (2022.01); G06V 30/19173 (2022.01); G06V 30/274 (2022.01); G06T 2207/20081 (2013.01);
Abstract
In a case where the operation program is started, a CPU of the mini-batch learning apparatus functions as a calculation unit, a specifying unit, and an update unit. The calculation unit calculates an area ratio of each of a plurality of classes in mini-batch data. The specifying unit specifies a rare class of which the area ratio is lower than a setting value. The update unit sets an update level of the machine learning model in a case where the rare class is specified by the specifying unit to be lower than an update level of the machine learning model in a case where the rare class is not specified by the specifying unit.