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Commodity image quality identification method and device, computing equipment and storage medium

A commodity image and recognition method technology, applied in the field of image processing, can solve the problems of low efficiency and low recognition accuracy of commodity image quality recognition

Pending Publication Date: 2021-09-17
数贸科技(北京)有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the quality recognition efficiency of commodity images in this way is low, and the recognition accuracy is low

Method used

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  • Commodity image quality identification method and device, computing equipment and storage medium
  • Commodity image quality identification method and device, computing equipment and storage medium
  • Commodity image quality identification method and device, computing equipment and storage medium

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Embodiment Construction

[0037] An exemplary embodiment of the present invention will be described in more detail below with reference to the accompanying drawings. While the exemplary embodiments of the present invention are shown in the drawings, it is understood that the present invention can be implemented in various forms and is not limited thereto. Instead, these embodiments are provided to be more thoroughly understood, and the range of the scope of the invention can be communicated to those skilled in the art.

[0038] figure 1 Shows a flowchart of the present invention, the quality of a commodity image recognition method according to an embodiment of a. like figure 1 As shown, the method includes:

[0039] Step S110, acquiring the product images.

[0040] Product quality for subsequent image specifically recognized image, the item image contains information items. For example, product image can be shopping website commodity display map, and so on. This embodiment type, format, size and the like ...

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Abstract

The invention discloses a commodity image quality identification method and device, computing equipment and a storage medium. The method comprises the steps of obtaining a commodity image; inputting the commodity image into an image background identification model, and obtaining a background quality score of the commodity image based on an output result of the image background identification model; inputting the commodity image into a commodity position identification model, and obtaining a commodity position quality score of the commodity image based on an output result of the commodity position identification model; inputting the commodity image into a user visual experience identification model, and obtaining a visual experience quality score of the commodity image based on an output result of the user visual experience identification model; and obtaining a total quality score according to the background quality score, the commodity position quality score and the visual experience quality score. According to the scheme, the total quality score of the commodity image is automatically obtained from the three dimensions of the image background, the commodity position and the user visual experience, the commodity image quality scoring accuracy is improved, and the commodity image quality scoring efficiency is improved.

Description

Technical field [0001] The present invention relates to the technical field of image processing, particularly relates to a method for identifying a commodity image quality, the apparatus, the computing device and a storage medium. Background technique [0002] In the area of ​​electronic commerce, product image can display product information to the user in an intuitive and fast way. The image quality of goods directly or indirectly affect the desire for users to browse or buy goods. To identify the image quality of goods is particularly important. [0003] However, the inventors found that in the implementation process, the prior art has the following defects: In the prior art image quality of goods is recognized, using the human readable manner. However, the use of low image quality ways product recognition efficiency, and the low recognition accuracy. Inventive content [0004] In view of the above problems, the present invention is to overcome the above problems or to provid...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/32G06K9/62G06Q30/06
CPCG06Q30/0643G06F18/214Y02P90/30
Inventor 马景祥
Owner 数贸科技(北京)有限公司