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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.:

US 12462528 B1

PDFFull Text
Date of Patent:
Nov. 04, 2025

Filed:

Feb. 13, 2023

Method for classifying images and electronic device

Applicant:

Hon Hai Precision Industry Co., Ltd., New Taipei, TW;

Inventor:

Chien-Wu Yen, New Taipei, TW;

Assignee:

HON HAI PRECISION INDUSTRY CO., LTD., New Taipei, TW;

Attorney:

ScienBiziP, P.C.

Primary Examiner:

Andrew M Moyer

Assistant Examiner:

Ahmed A Nasher

Int. Cl.
CPC ...
G06V 20/70 (2022.01); G06V 10/26 (2022.01); G06V 10/32 (2022.01); G06V 10/764 (2022.01); G06V 10/77 (2022.01); G06V 10/774 (2022.01); G06V 10/82 (2022.01);
U.S. Cl.
CPC ...
G06V 10/764 (2022.01); G06V 10/26 (2022.01); G06V 10/32 (2022.01); G06V 10/7715 (2022.01); G06V 10/774 (2022.01); G06V 10/82 (2022.01); G06V 20/70 (2022.01);
Abstract

A method for identifying images of any kind of object, applied in an electronic device, obtains images to be classified, and obtains classification models and target models. Image segmentation on the images is carried out and target images are obtained; target images are input into each of the input layers and target feature maps are generated; target values according to size of each target feature map are generated; a convolution operation on the target feature maps generates feature values and a target vector of each target model is generated according to average pooling layers, feature values, and target values. The target vector is input into classification layers of a target model and label categories and probability values of categories obtained, enabling classification of images according to the label categories and the probability values of categories.

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Yen, Chien-Wu. (2025). Method for classifying images and electronic device (U.S. Patent No. 12462528). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12462528

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