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 12731436 B1

Date of Patent:

Sep. 08, 2026

Filed:

Aug. 01, 2023

Intelligent recognition method for job contents of barbershop employees

Applicant:

Chongqing University of Post and Telecommunications, Chongqing, CN;

Inventors:

Xin Liu, Chongqing, CN;

Ying Qian, Chongqing, CN;

Feng Chen, Chongqing, CN;

Ning Zhou, Chongqing, CN;

Meilan Jiang, Chongqing, CN;

Assignee:

Chongqing University of Post and Telecommunications, Chongqing, CN;

Attorney:

Westbridge IP LLC

Primary Examiner:

Jiangeng Sun

Int. Cl.

CPC ...

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

U.S. Cl.

CPC ...

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

Abstract

The present invention relates to an intelligent recognition method for job contents of barbershop employees, which belongs to the technical field of machine vision, comprising the following steps: S: setting installation locations and installation conditions for collection devices; S: establishing a label set of barbershop employee faces and customer faces, and training a face recognition model; S: establishing an action label set related to items, tools and people, and training a barbershop action behavior recognition model; S: conducting action behavior recognition for a practical barbershop service scenario by using the trained face recognition model and the barbershop action behavior recognition model; and constructing behavior sequences of 'action pairs' involving elements from customers, employees and actions; S: establishing a job content recognition label; and constructing a deep neural network model for job content recognition to determine service job contents of barbershop employees for customers. The present invention facilitates efficient intelligent management of barbershops through an intelligent recognition method for job contents of barbershop employees.

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Liu, Xin. (2026). Intelligent recognition method for job contents of barbershop employees (U.S. Patent No. 12731436). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12731436

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