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Method, apparatus and system for predicting shoe size, and computer readable storage medium

A technology of shoe size and prediction model, applied in the field of shoe size prediction using multi-dimensional variables, can solve the problem of low proportion of users wearing appropriate clothes, and achieve the effect of comfortable wearing experience

Pending Publication Date: 2018-12-07
意礴数字科技(深圳)有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0006] However, because each person's foot shape, preferences are different, and there are differences between different styles of shoes, even two people with the same foot length may end up choosing different shoes due to their different personal preferences. shoe size for optimal comfort
The currently widely used method of predicting shoe size has the disadvantage that the proportion of users wearing a suitable shoe is relatively low

Method used

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  • Method, apparatus and system for predicting shoe size, and computer readable storage medium
  • Method, apparatus and system for predicting shoe size, and computer readable storage medium
  • Method, apparatus and system for predicting shoe size, and computer readable storage medium

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Embodiment Construction

[0052] The application will be described in further detail below in conjunction with the accompanying drawings.

[0053] The present invention aims to provide a shoe size prediction model trained by machine learning method, which gives shoe size prediction based on foot data and shoe data. The model can also give shoe size predictions based on foot data, shoe data, and personal preference data.

[0054] figure 1 A schematic structural diagram of a shoe size prediction system 10 according to an embodiment is shown.

[0055] The shoe size prediction system 10 makes a shoe size prediction based on the 3D data of the foot, the user's personal preference and the 3D data of the shoe. Specifically, the shoe size prediction system includes a data input module 101; a feature extraction module 103, which extracts a plurality of specific foot features from the input data to form a multidimensional feature vector; a preference classification module 105, which is used to determine the pr...

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Abstract

The invention provides a method, an apparatus and a system for predicting a shoe size, and a computer readable storage medium. The method includes: receiving selection of shoes from an individual; acquiring at least one shoe feature vector regarding selection of the shoes; acquiring at least one foot feature vector for at least one foot of the individual; evaluating the at least one shoe feature vector and the at least one foot feature vector by comparison with a predictive model to generate the shoe size of the individual, wherein the predictive model is generated from records of a pluralityof data bodies, and each record is associated to the shoe size selected by one of the plurality of data bodies, the at least one shoe feature vector of the selected shoe, and the at least one foot feature vector.

Description

technical field [0001] The present invention relates to a method, device and system for predicting shoe size and a computer-readable storage medium, more specifically, to a method, device and system for predicting shoe size using multidimensional variables and a computer-readable storage medium. Background technique [0002] Buying clothes and other items online is very popular nowadays, but one of the difficulties in shopping for shoes online is how to determine the shoe size that suits the buyer. Due to the variety of shoes, there are flat shoes, sports shoes, high-heeled shoes, boots, sandals, etc., and the shoe last design of different shoes is different, some shoes will be wider, while some shoes will be narrower, users can not It is most suitable to determine the shoe size of a certain shoe based on foot length or shoe size alone. Consequently, there is a situation where the desire to buy shoes online decreases or buyers' returns increase. Shopping in a physical stor...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06Q30/06G06T17/10
CPCG06Q30/0631G06T17/10G06F18/23213G06F18/2411
Inventor 王智黄珊
Owner 意礴数字科技(深圳)有限公司
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