Age recognition method and device and storage medium

A recognition method and a technology of recognition results, which are applied in the computer field, can solve problems such as the inability to realize age recognition by an age prediction scheme, single recognition dimension, etc., and achieve the effects of reducing restrictions, improving recognition accuracy, and improving accuracy

Inactive Publication Date: 2019-10-11
BEIJING BYTEDANCE NETWORK TECH CO LTD
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AI Technical Summary

Problems solved by technology

[0004] However, the existing age recognition methods rely entirely on images to realize the age recognition of users, and the recognition dimension is single. In some special cases, such as when the extracted frames do not contain face images, it cannot Age prediction scheme realizes age identification

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  • Age recognition method and device and storage medium
  • Age recognition method and device and storage medium

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Embodiment 1

[0051] The embodiment of the present disclosure provides an age identification method. Please refer to figure 1 , The method includes the following steps:

[0052] S102: Acquire image data and audio data, where the image data and the audio data correspond to the same target user.

[0053] In the embodiment of the present invention, the source of the image data and the audio data may be the same, that is, the image data and the audio data belong to the same multimedia data, such as video data. At this time, at least one frame of multimedia data can be acquired from the behavior data as audio data and image data.

[0054] Alternatively, the source of the image data and the audio data may also be different, that is, the image data and the audio data belong to different multimedia data, wherein at least one of the multimedia data contains the target user’s voice data, and at least one of the multimedia data Contains image data of the target user. At this time, the type of multimedia d...

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Abstract

The invention provides an age recognition method and device and a storage medium. The method comprises the following steps: 1, preparing raw materials; acquiring image data and audio data, wherein theimage data and the audio data correspond to the same target user; then, performing face recognition processing on the image data; obtaining a face image set of a target user according to the audio data, and performing interval sampling processing on the audio data to obtain a human voice data set of the target user, thereby processing the face image set and the human voice data set by using an age prediction model to obtain an age identification result of the target user; wherein the age recognition result comprises at least one of the following: the age of the target user, the age stage of the target user and whether the target user is a target age group user or not. The age of the user can be identified from two dimensions of the image and the audio, the limitation of the age identification method on the application scene is reduced, and the identification accuracy can be improved to a certain extent.

Description

Technical field [0001] The present disclosure relates to computer technology, in particular to an age identification method and device, and storage medium. Background technique [0002] With the development of Internet technology, young users are susceptible to the adverse effects of the network when using terminals or applications. Therefore, how to identify young users and take corresponding low-age protection measures has become a technical issue that focuses on this field. [0003] Currently, the age recognition of users is generally implemented based on user images. Specifically, several frames of image data are obtained by obtaining images or videos published by the user. The image data contains the user's face image, and then these image data are directly input into the neural network model used to identify the user's age , The neural network model predicts the minimum age of the input face, so as to realize the recognition of young users. [0004] However, the existing age ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G10L17/18G06N3/04
CPCG10L17/18G06V40/178G06V40/16G06N3/045G06N3/044
Inventor 郭冠军
Owner BEIJING BYTEDANCE NETWORK TECH CO LTD
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