Garment plate making method based on human body big data

Abstract

The invention provides a garment plate making method based on human body big data. The invention, and relates to the technical field of human body three-dimensional measurement and garment plate making. The problem of rapid, accurate and automatic plate making under the condition of irregularly scanning a human body model is solved. The method comprises the following steps of human body three-dimensional scanning and preprocessing, human body model standing posture correction and symmetry, human body geometric feature extraction, human body size key parameter extraction, human body three-dimensional model classification and body shape feature space construction. ; mManufacturing of the model of the garment style training sample according to the garment style; garment style parameter extraction, clothes parameter classification and clothes feature space construction; . according to the method, Tthe model of the big data platemaking neural network is trained, the pattern of the garment style is generated according to the human body model of a client, online service is deployed, rapid, accurate and automatic platemaking of the garment customization pattern based on the big data of the human body is achieved, and the big data model learns the platemaking experience of a platemaker, so that an intelligent technical solution is provided for large-scale personalized garment customization.

Description

technical field [0001] The embodiments of the present invention relate to the field of clothing plate making, in particular to the field of large-scale personalized clothing custom plate making, and more specifically, to a clothing plate making method based on human body big data. Background technique [0002] With the rapid development of the Internet and e-commerce, the clothing market environment has undergone profound changes, and a buyer's market oriented by customer needs has begun to form and develop, making clothing production and sales methods gradually change. On the basis of people's functional demand for clothing, the demand for beauty, personality and customization is growing day by day. Consumers are pursuing personalized clothing design, and they have higher and higher requirements for the fit of clothing. It is required that clothing worn on the human body not only makes people feel comfortable, but also shows and adds to the beauty of the human body. The ri...

AI Technical Summary

Problems solved by technology

[0009] The main purpose of the present invention is to provide a clothing plate-making method and device based on human body big data. The traditional plate-making technology based on measurement parameters has relatively large defects in pattern fit and plate-making efficiency: 1) During the scanning process, due to Factors of the target person’s standing posture and body shape lead to asymmetrical and non-standard mannequins, and directly scanned mannequins as a source of plate-making data affect the accuracy of the pattern; To achieve one plate per person, it is difficult to achieve the goal of mass customization with the auxiliary plate-making method that requires manual interaction mode. It not only has high requirements for operators, but is also easily affected by human factors; 3) The level of plate makers is uneven, and experience is difficult to quantify and describe , Inheritance, resulting in a large difference in the overall level of plate-making quality, which limits the development of the clothing customization industry, and cannot achieve high-level, automated large-scale clothing customization plate-making

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