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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 12423951 B1

PDFFull Text
Date of Patent:
Sep. 23, 2025

Filed:

Jan. 26, 2023

Server for classifying image and operating method thereof

Applicant:

Samsung Electronics Co., Ltd., Suwon-si, KR;

Inventors:

Seohyun Back, Suwon-si, KR;

Taeho Kil, Suwon-si, KR;

Gyubin Son, Suwon-si, KR;

Hyunsoo Choi, Suwon-si, KR;

Assignee:

Samsung Electronics Co., Ltd., Suwon-si, KR;

Attorney:

Jefferson IP Law, LLP

Primary Examiner:

Henok Shiferaw

Assistant Examiner:

Dennis Rosario

Int. Cl.
CPC ...
G06V 10/764 (2022.01); G06F 16/28 (2019.01); G06F 16/35 (2025.01); G06F 16/906 (2019.01); G06F 18/24 (2023.01); G06F 18/241 (2023.01); G06F 18/2415 (2023.01); G06N 3/02 (2006.01); G06N 3/04 (2023.01); G06N 3/045 (2023.01); G06N 3/0464 (2023.01); G06N 3/047 (2023.01); G06N 7/01 (2023.01); G06T 3/4046 (2024.01); G06T 5/00 (2024.01); G06T 5/60 (2024.01); G06T 7/60 (2017.01); G06T 7/62 (2017.01); G06V 10/26 (2022.01); G06V 10/77 (2022.01); G06V 10/82 (2022.01); G06V 20/69 (2022.01); G06V 30/19 (2022.01); G06V 40/16 (2022.01);
U.S. Cl.
CPC ...
G06V 10/765 (2022.01); G06F 16/285 (2019.01); G06F 16/35 (2019.01); G06F 16/906 (2019.01); G06F 18/24 (2023.01); G06F 18/241 (2023.01); G06F 18/2415 (2023.01); G06N 3/02 (2013.01); G06N 3/04 (2013.01); G06N 3/045 (2023.01); G06N 3/0464 (2023.01); G06N 3/047 (2023.01); G06N 7/01 (2023.01); G06T 3/4046 (2013.01); G06T 5/00 (2013.01); G06T 5/60 (2024.01); G06T 7/60 (2013.01); G06T 7/62 (2017.01); G06V 10/26 (2022.01); G06V 10/764 (2022.01); G06V 10/7715 (2022.01); G06V 10/82 (2022.01); G06V 20/698 (2022.01); G06V 30/19173 (2022.01); G06V 40/172 (2022.01); G06F 2218/12 (2023.01); G06T 2207/20084 (2013.01);
Abstract

A server for classifying an image and a method of operating the server are provided. The method includes obtaining classification probability values of the image, by applying the image to an image classification model including a plurality of parallel multi-layer perceptron (MLP) layers, and classifying the image, based on the classification probability values, wherein each of the plurality of parallel MLP layers includes a first MLP and a second MLP, an operation using the first MLP and an operation using the second MLP are performed in parallel, and dimensions of data before and after an operation of each of the plurality of parallel MLP layers are same by combining an operation result of the first MLP with an operation result of the second MLP.

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