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Face gender and age recognition method and device, electronic equipment and storage medium

A recognition method and gender technology, applied in the field of image processing, can solve problems such as face detection errors, achieve the effects of increasing click rate, saving manual operation and maintenance costs, and improving processing efficiency and accuracy

Pending Publication Date: 2022-02-11
携程旅游信息技术(上海)有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0006] The face is too small, the face is unclear, masks, sunglasses or hats, etc., and different degrees of angle deflection cause face detection errors

Method used

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  • Face gender and age recognition method and device, electronic equipment and storage medium
  • Face gender and age recognition method and device, electronic equipment and storage medium
  • Face gender and age recognition method and device, electronic equipment and storage medium

Examples

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Embodiment Construction

[0046] An example embodiment will now be described more fully with reference to the accompanying drawings. However, example embodiments can be implemented in a variety of forms, and should not be construed as being limited to the embodiments set forth herein. Instead, these embodiments are provided to fully and complete the present invention, and the concept of an example embodiment is fully communicated to those skilled in the art.

[0047] The drawings are only a schematic illustration of the present invention, and is not necessarily drawn. The same reference numerals in the figures represent the same or similar portions, and thus the repeated description thereof will be omitted. Some of the block diagrams shown in the drawings are functional entities, and do not necessarily have to correspond to physical or logically independent entities. These functional entities can be implemented in software form, or implement these functional entities or in one or more hardware modules or i...

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Abstract

The invention relates to the technical field of image processing, and provides a face gender and age recognition method and device, electronic equipment and a storage medium. The face gender and age recognition method comprises the following steps: based on fusion detection of face detection and portrait detection, intercepting a face image from an initial image; inputting the face image into a gender and age recognition model to obtain gender prediction output and age prediction output of the gender and age recognition model, where the gender and age identification model has a double-branch convolutional neural network for gender prediction and age prediction respectively; and obtaining a gender recognition result and an age recognition result of the face image according to the gender prediction output and the age prediction output respectively. According to the invention, face detection and portrait detection are associated and aggregated, a reliable face image is obtained, the gender and age of the face are predicted at the same time by using the gender and age recognition model with the double-branch convolutional neural network, and the face gender and age recognition result is accurately and efficiently obtained.

Description

Technical field [0001] The present invention relates to the field of image processing, in particular, to a human face gender age identification method, device, electronic device, and storage medium. Background technique [0002] Currently, the picture is an important means of displaying goods on online service platforms, such as OTA (Online Travel Agency, online travel agency) platforms for users to browse and book. By excavating and analyzing image content, you can provide users with personalized precision recommendation, enhance user experience. In the tourist scene, the personality of the characters contained in the picture is an important reference dimension of the tourism product search recommendation. [0003] There are many recognition methods for existing face genders and age, but because the OTA scenario has an open and complexity characteristics, it has caused high detection accuracy in the existing method, and it is difficult to drop and play a role in OTA scene. Speci...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06V40/16G06N3/04G06N3/08
CPCG06N3/084G06N3/045
Inventor 杨凯罗超梁贤朋邹宇程国强
Owner 携程旅游信息技术(上海)有限公司
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