Skin classification method and device

A skin classification and skin type technology, applied in the field of data processing, can solve the problems of large training data set, large computing resources, failure to consider skin relationship, etc., achieve the effect of less computing resources, small training data set, and improve accuracy

Active Publication Date: 2020-09-08
SHANGHAI ART & DESIGN ACADAMY
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The disadvantage is that it fails to consider the relationship between skin type and region, the required training data set is larger than that of a single region, and consumes more computing resources

Method used

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  • Skin classification method and device
  • Skin classification method and device
  • Skin classification method and device

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Experimental program
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Embodiment Construction

[0060] Below, the present application will be further described in conjunction with the accompanying drawings and specific implementation methods. It should be noted that, on the premise of not conflicting, the various embodiments described below or the technical features can be combined arbitrarily to form a new embodiment. .

[0061] see figure 1 , the first embodiment provides a skin classification method, including steps S110-S140.

[0062] The skin cared for by the method in this embodiment can be facial skin, back skin, foot skin or other parts of the skin, and can be used to care for human skin or other animal skin.

[0063] Step S110: Acquire skin classification data; wherein, the skin classification data includes skin surface parameters and their corresponding regions and skin types.

[0064] Skin surface parameters are, for example, skin temperature, skin moisture, skin color, gloss, smoothness, moisture, elasticity, and the like. Skin temperature is expressed in ...

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Abstract

The invention discloses a skin classification method and device, an electronic device and a computer storage medium. The method comprises the steps of obtaining skin classification data, wherein the skin classification data comprises skin surface parameters and regions and skin types corresponding to the skin surface parameters; utilizing the skin classification data of the same region to establish a regional skin classification model taking the skin surface parameters as independent variables and taking skin types corresponding to the skin surface parameters as dependent variables; receivingposition information sent by a detection terminal and input values of the skin surface parameters; and obtaining a skin type corresponding to the input value of the skin surface parameter by utilizingthe regional skin classification model corresponding to the region where the position information is located. According to the method, skin classification and region division are combined, the accuracy of user skin classification is improved, and compared with a multi-region universal skin classification model, on the premise that the accuracy requirement is not changed, a needed training data set is small, and consumed computing resources are few.

Description

technical field [0001] The present application relates to the technical field of data processing, in particular to a skin classification method and device, electronic equipment, and computer storage media. Background technique [0002] The skin is the largest organ of the human body. It is a soft, uniform and extended protective film on the surface of the human body, with an area of ​​about 1.5-2m. Skin care includes facial skin care, back skin care, foot skin care, etc., and the most popular one is facial skin care. Skin types include dry skin, normal skin, oily skin, combination skin, sensitive skin, etc. Detected the skin types of multiple samples, and found that there is a certain relationship between skin types and regions. For example, users in Sichuan and Chongqing with humid climates have less sensitive skin, while users in Hebei and Shanxi, where air pollution is more serious, have skin More skin types have sensitive skin. If the skin type is further subdivided, t...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/9535G16H10/60G16H20/60G16H20/70G16H50/70A61B5/00
CPCG16H50/70G16H10/60G16H20/70G16H20/60G06F16/9535A61B5/442A61B5/443A61B5/441A61B5/7267
Inventor 王华杰
Owner SHANGHAI ART & DESIGN ACADAMY
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