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:
May. 19, 2026
Filed:
Dec. 22, 2023
Applicant:
Uif (University Industry Foundation), Yonsei University, Seoul, KR;
Inventors:
Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2022.01); G06V 10/764 (2022.01); G06V 10/776 (2022.01);
U.S. Cl.
CPC ...
G06V 10/776 (2022.01); G06V 10/764 (2022.01);
Abstract
Provided is an operation method of a computing device for providing a confidence calibration function based on label smoothing. The operation method includes inputting image data to be classified into an image classification model, outputting logit output values and prediction probability values of the image data by the image classification model, and outputting a label smoothing loss function by the image classification model by using learnable margin parameters or a label smoothing weighting based on an image classification difficulty level or all.