Virtual fitting method, system and device and storage medium

Abstract

The invention discloses a virtual fitting method. The method comprises the following steps: making a three-dimensional model of a garment according to a two-dimensional image of the garment; fitting the three-dimensional clothing model to the three-dimensional standard human body model; obtaining a two-dimensional image of a target human body; inputting the obtained three-dimensional human body parameters into a standard human body model for fitting; matching the clothing three-dimensional model to the three-dimensional human body model; and the three-dimensional human body model is basically consistent with the target human body posture. The invention provides a method for obtaining accurate human body three-dimensional model parameters by analyzing a whole human body photo through a deep neural network, and human body modeling can be quickly performed only by one common photo; meanwhile, the three-dimensional garment model is obtained by processing the two-dimensional garment picture in advance, the user does not need to participate in the background work and only needs to select the garment style which the user wants to virtually try on, the system can automatically match the corresponding garment model, and the authenticity and the reduction degree are kept through a series of methods.

Description

technical field [0001] The invention belongs to the field of user virtual dressing and fitting, in particular to human body modeling used in virtual dressing, clothing modeling, and fitting of clothing models and human body models, especially extracting relevant information from photos based on machine learning A matching method, system, device and storage medium for a generated custom human body model and a three-dimensional clothing model. Background technique [0002] With the development of Internet technology, online shopping is becoming more and more popular. Compared with shopping in physical stores, online shopping has the advantages of a wide variety of products and convenient shopping. However, there are also some problems that are not easy to solve when buying goods online. The most important thing is that it is impossible to check the goods to be bought on the spot. Of all the product categories, this issue is most prominent for apparel products. Compared with...

AI Technical Summary

Problems solved by technology

However, this skinning method pays too much attention to the fixed distance between the clothes and the skin, which has an advantage in fitting speed, but has a big disadvantage in terms of clothing matching and authenticity, and is only suitable for some clothes that need to be processed quickly and easily. When moving with the skin mesh

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