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 11769319 B1

Date of Patent:

Sep. 26, 2023

Filed:

Jul. 24, 2020

Method and device for predicting beauty based on migration and weak supervision, and storage medium

Applicant:

Wuyi University, Jiangmen, CN;

Inventors:

Junying Gan, Jiangmen, CN;

Zhenfeng Bai, Jiangmen, CN;

Yikui Zhai, Jiangmen, CN;

Guohui He, Jiangmen, CN;

Assignee:

WUYI UNIVERSITY, Jiangmen, CN;

Attorney:

Vivacqua Crane, PLLC

Primary Examiner:

Ruiping Li

Int. Cl.

CPC ...

G06V 10/774 (2022.01); G06V 40/16 (2022.01); G06V 10/20 (2022.01); G06V 10/80 (2022.01); G06V 10/82 (2022.01);

U.S. Cl.

CPC ...

G06V 10/774 (2022.01); G06V 10/20 (2022.01); G06V 10/809 (2022.01); G06V 10/82 (2022.01); G06V 40/168 (2022.01); G06V 40/172 (2022.01);

Abstract

Disclosed are a method and device for predicting face beauty based on migration and weak supervision and a storage medium. The method includes: preprocessing an inputted face image; training a source domain network by using the preprocessed image, and migrating a parameter of the source domain network to a target domain network; inputting a noise image marked with a noise label and a truth-value image marked with a truth-value label into the target domain network to obtain an image feature; and inputting the image feature into a classification network to obtain a final face beauty prediction result.

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