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Intelligent recommendation method for clothes matching

A recommended method, a technique for clothing, applied in the field of textile and clothing

Pending Publication Date: 2020-07-07
DONGHUA UNIV
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] The technical problem to be solved by the present invention is: while clothing matching and purchase recommendations are gradually rising, how to realize the user's private existing clothing matching mode recommendation, thereby improving the quality of recommendation, improving clothing utilization and reducing unnecessary waste; how to realize user-specific Personal, give reasonable advice on the purchase of a certain item for the user

Method used

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  • Intelligent recommendation method for clothes matching
  • Intelligent recommendation method for clothes matching
  • Intelligent recommendation method for clothes matching

Examples

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Embodiment Construction

[0035] Below in conjunction with specific embodiment, further illustrate the present invention. It should be understood that these examples are only used to illustrate the present invention and are not intended to limit the scope of the present invention. In addition, it should be understood that after reading the teachings of the present invention, those skilled in the art can make various changes or modifications to the present invention, and these equivalent forms also fall within the scope defined by the appended claims of the present application.

[0036] At present, clothing recommendation algorithms include collaborative filtering, content-based recommendation algorithms, and neighbor matching algorithms based on deep learning to extract image features. These algorithms have drawbacks, and they cannot combine items that are not in the known information and mine matching outfits. In layman's terms, if there is no clothing given by a known expert to match similar clothing...

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Abstract

The invention relates to an intelligent recommendation method for clothes matching, which is used for carrying out clothes matching recommendation and new single item purchase suggestions on the basisof the existing clothes of a user by completely aiming at the individual of the user. According to the method provided by the invention, clothes matching and single-item purchasing suggestions suitable for the user can be given in a personalized manner. On one hand, an expert database is used for solving matching universality rules, on the other hand, the neural network is used for migration learning of fashion styles and user matching habits and styles, clothes matching and purchasing suggestions meeting user requirements are generated through combination of the fashion styles and the user matching habits and styles, matching efficiency is improved, and unnecessary purchasing waste is reduced.

Description

technical field [0001] The invention relates to the field of textile and clothing, in particular to an intelligent recommendation method based on deep learning for personal recommendation matching and purchase suggestions. Background technique [0002] With the improvement of living standards and the rapid development of science and technology, the new fashion of "fast fashion" is rapidly fermenting. With the explosive growth of a wide variety of clothing and the constant changes in fashion, consumers urgently need matching assistance due to time constraints or lack of experience. In response to this pain point, many smart systems related to clothing matching have begun to emerge. Many systems use various technologies Complete the clothing matching recommendation for consumers. However, the recommendations made by a large number of intelligent systems to users are not suitable for users. Even if they are suitable for users, they are also recommended for matching new items, ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q30/06G06Q30/02G06K9/62G06N3/04
CPCG06Q30/0631G06Q30/0202G06N3/045G06F18/241G06F18/214
Inventor 安亦锦薛文良丁亦钱竞芳刘蕴莹
Owner DONGHUA UNIV
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