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Automatic generation method of facial beautifying recommendation scheme

An automatic generation and solution technology, applied in the field of deep learning network model, can solve problems such as long measurement time, low simulation efficiency, and inability to meet the needs of quantitative index output

Pending Publication Date: 2020-04-24
杭州绿度信息技术有限公司
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  • Abstract
  • Description
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  • Application Information

AI Technical Summary

Problems solved by technology

The first reason is that the simulation efficiency of traditional equipment is low, and it takes a long time to measure, which cannot meet the needs of the organization for rapid sales; the second is that the simulation effect is not satisfactory, and the fidelity of the model obtained by scanning is not high
The third is that it cannot meet the user's demand for quantitative index output, and there is no intuitive plastic surgery recommendation plan. The generation of plastic surgery plans mainly relies on the expert experience of plastic surgeons, which has great subjective factors and deviations.

Method used

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  • Automatic generation method of facial beautifying recommendation scheme
  • Automatic generation method of facial beautifying recommendation scheme
  • Automatic generation method of facial beautifying recommendation scheme

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Embodiment Construction

[0061] The present invention will be further described below in conjunction with drawings and embodiments.

[0062] The main deep learning model of the present invention includes a human face parameterized model and a human face postoperative effect generation model. The face parametric model can quickly and conveniently output the quantified facial features parameters for the user through the input of the user's frontal face photo; the post-operative effect generation model of the face can automatically Visually display the effect photos after plastic surgery to users.

[0063] Such as Figure 1-4 As shown, the main process of the present invention is as follows: First, obtain a high-definition face frontal photo of the user, input the face photo into the face feature parameterization model, and obtain the user's face parameterization data; secondly, compare the user's face The face parameters are combined with the facial features and facial features parameters of the star ...

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Abstract

The invention discloses an automatic generation method of a facial beautifying recommendation scheme. The method mainly comprises the following steps: firstly, acquiring a high-definition face front photo of a user, and inputting the face photo into a face feature parameterization model to obtain face parameterization data of the user; secondly, comparing the user face parameters with the facial features and the five sense organ parameters of the star face in the constructed star face library to obtain the most similar star face and the deformation vector of the five sense organ parameters ofthe user; and inputting the photo and the deformation vector of the user into a face beautifying effect model, and automatically generating a beautifying effect and a quantification scheme corresponding to the user. In the whole process, a user only needs to shoot a high-definition face picture in a matched mode, the whole face beautifying recommendation scheme can be automatically generated, themethod has the advantages of being convenient to operate, short in consumed time and high in precision, and the parameterized data difference before and after facial beautifying and the high-precisionportrait effect after facial beautifying are provided for the user.

Description

technical field [0001] The present invention is based on the research of deep convolutional neural networks, combined with actual business data training to obtain a plurality of deep learning network models, and establishes an artificial intelligence-based method for automatically generating facial plastic surgery recommendation schemes. Background technique [0002] Everyone has a desire for beauty. With the continuous improvement of people's living standards and social acceptance of plastic surgery, body cosmetic surgery has become a common means for people to pursue more beautiful in recent years. Although beauty is subjective, many women hope to objectively and quantitatively evaluate the relevant indicators of their own facial features through certain technical means, so that they can more intuitively see the effect of plastic surgery and the changes in facial facial features parameters. [0003] The existing plastic surgery technology has been improved to a certain ext...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06T3/00G06T5/00
CPCG06T2207/30201G06T2207/30204G06V40/161G06V40/168G06V40/172G06T3/04G06T5/77
Inventor 孙献策韦虎
Owner 杭州绿度信息技术有限公司
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