Electronic device, image-based age classification method and storage medium

An electronic device and image technology, applied in the field of face recognition, can solve the problems of low efficiency and large amount of calculation in the face recognition model training process, and achieve the effect of avoiding large amount of calculation and improving accuracy

Active Publication Date: 2022-05-06
PING AN TECH (SHENZHEN) CO LTD
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AI Technical Summary

Problems solved by technology

[0004] In view of this, the present invention proposes an image-based age classification method, which can improve the accuracy of age classification based on face images, and can effectively avoid the problems of large amount of calculation and low efficiency in the face recognition model training process

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  • Electronic device, image-based age classification method and storage medium
  • Electronic device, image-based age classification method and storage medium
  • Electronic device, image-based age classification method and storage medium

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Embodiment Construction

[0036] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0037] It should be noted that the descriptions involving "first", "second", etc. in the present invention are only for descriptive purposes, and should not be understood as indicating or implying their relative importance or implicitly indicating the number of indicated technical features . Thus, the features defined as "first" and "second" may explicitly or implicitly include at least one...

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PUM

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Abstract

The invention discloses an electronic device, an image-based age classification method and a storage medium, comprising: after receiving a first human face image whose age is to be identified, cutting the first human face image by using a preset cutting rule , to obtain a preset number of second human face images; use a predetermined human face image recognition model to carry out age recognition on the second human face images, and generate age feature vectors corresponding to each second human face images; each age feature vector Perform mean value processing to obtain the average age feature vector; use a predetermined age classification function to carry out age classification analysis on the average age feature vector to obtain the average age type corresponding to the second face image, and the average age type is the first face image corresponding age type. In this way, the problems of large amount of calculation and low efficiency in the face recognition model training process can be effectively avoided, and the accuracy of age classification based on face images can also be improved.

Description

technical field [0001] The invention relates to the field of face recognition, in particular to an electronic device, an image-based age classification method and a storage medium. Background technique [0002] In recent years, with the development of face recognition technology, users have higher and higher requirements for face image recognition. According to the identified age groups, user preferences of different age groups, and popularity of products by users of different age groups are collected. [0003] At present, the commonly used face recognition technology needs to obtain a sample set composed of multiple face images for multi-age classification before performing age classification based on the face image, and use the samples that meet the current age group as the positive sample set. The samples of the age group are used as negative sample sets for training to generate a face image recognition model for age classification based on face images. Usually, the num...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06V40/16G06V10/26
CPCG06V40/178G06V40/16G06V40/172G06V40/168G06V10/267
Inventor 戴磊
Owner PING AN TECH (SHENZHEN) CO LTD
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