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Emotion monitoring method and device, computer equipment and readable storage medium

An emotion and emotion recognition technology, which is applied in the field of devices, computer equipment and readable storage media, and emotion monitoring methods, can solve problems such as low timeliness, low efficiency, and digital information management that cannot be controlled by emotions.

Pending Publication Date: 2021-04-20
PINGAN PUHUI ENTERPRISE MANAGEMENT CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The purpose of the present invention is to provide an emotion monitoring method, device, computer equipment and readable storage medium, which are used to solve the problem that the existing emotion control cannot be managed digitally, and the timeliness is not high. At the same time, manual one-to-many management, The problem of low efficiency

Method used

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  • Emotion monitoring method and device, computer equipment and readable storage medium
  • Emotion monitoring method and device, computer equipment and readable storage medium
  • Emotion monitoring method and device, computer equipment and readable storage medium

Examples

Experimental program
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Embodiment 1

[0066] see figure 1 , a kind of emotion monitoring method of the present embodiment is applied to the server side, and is used for monitoring employee emotions in enterprise employee management, so as to give early warning and take measures in time, and specifically includes the following steps:

[0067] S100: collecting real-time image information, and screening the real-time image information with human faces as the first processed image information;

[0068] In this solution, the real-time image information is collected by the camera, and the collected real-time image information is initially screened by the face detector. Specifically, the screening of the image information to be processed in the above steps can be realized by using the library function of OpenCV. The main reason for setting this step is to consider that during the process of collecting image information by the camera in real time, image information that does not contain faces will be collected. Such image...

Embodiment 2

[0137] see Figure 8 , an emotion monitoring device 7 of this embodiment, including: a collection module 71 , a cutting module 72 , an identity confirmation module 73 , an emotion analysis module 74 , a storage module 75 and an execution module 76 .

[0138] The collection module 71 is used to collect real-time image information, and screen the real-time image information with faces as the first processed image information;

[0139] A cutting module 72, configured to cut the first processed image information according to the face to obtain at least one second processed image;

[0140] An identity confirmation module 73, configured to perform face recognition on each of the second processed images, and determine the identity information corresponding to each of the second processed images;

[0141] An emotion analysis module 74, configured to use an emotion recognition model to process each of the second processed images, and obtain an emotion analysis result corresponding to ...

Embodiment 3

[0151] In order to achieve the above object, the present invention also provides a computer device 8, which may include a plurality of computer devices, and the components of the mood monitoring device 1 of Embodiment 2 may be dispersed in different computer devices 8, and the computer device 8 may be It is a smartphone, tablet computer, laptop computer, desktop computer, rack server, blade server, tower server, or rack server (including an independent server, or a server cluster composed of multiple servers) that executes the program. The computer equipment in this embodiment at least includes but is not limited to: a memory 81, a processor 82, a network interface 83, and an emotion monitoring device 7 that can be connected to each other through a system bus, such as Figure 9 shown. It should be pointed out that, Figure 9 Only a computer device is shown with the components - but it should be understood that implementing all of the illustrated components is not a requiremen...

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Abstract

The invention discloses an emotion monitoring method and device, computer equipment and a readable storage medium, and relates to the technical field of artificial intelligence, and the method comprises the steps: collecting real-time image information, and screening the real-time image information with a human face as first processing image information; cutting the first processed image information according to a human face to obtain at least one second processed image; performing face recognition on each second processing image, and determining identity information corresponding to each second processing image; processing each second processing image by adopting an emotion recognition model to obtain an emotion analysis result corresponding to each second processing image; and correspondingly storing the identity information and the emotion analysis result of each second processing image into a database, thereby solving the problems of incapability of performing digital information management, low timeliness, manual one-to-many management and relatively low efficiency in existing emotion control.

Description

technical field [0001] The present invention relates to the technical field of artificial intelligence, in particular to an emotion monitoring method, device, computer equipment and readable storage medium. Background technique [0002] Image recognition is one of the important directions in the field of artificial intelligence. Computers can extract image feature values, imitate human visual functions, and realize image classification and recognition through model training and prediction. At present, computer vision has been applied in many scenarios, such as: unmanned driving, face recognition, criminal investigation and tracking, facial recognition payment, etc. [0003] In the current enterprise management, image recognition has many applications, but most of them are only used to identify objects, such as attendance, face recognition, etc., which often cannot monitor emotional changes. The emotional control of employees in traditional enterprises is mostly based on the...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06K9/34G06N3/04G06N3/08
Inventor 冯辉刘鑫宇刘浩
Owner PINGAN PUHUI ENTERPRISE MANAGEMENT CO LTD