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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: 2022-07-08
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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Embodiment Construction

[0060] Hereinafter, the present application will be further described with reference to the accompanying drawings and specific embodiments. It should be noted that, on the premise of no conflict, the embodiments or technical features described below can be arbitrarily combined to form new embodiments. .

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

[0062] The skin treated by the method in this embodiment can be the skin of the face, the back, the foot or other parts, and can be used to care for the skin of humans or the skin of other animals.

[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 wetness, skin tone, gloss, fineness, moisture, elasticity, and the like. Skin temperature is expressed in degrees Celsius or ...

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Abstract

The present application discloses a skin classification method and device, an electronic device, and a computer storage medium. The method includes: acquiring skin classification data; wherein, the skin classification data includes skin surface parameters and their corresponding regions and skin types; skin classification data, establish a regional skin classification model with the skin surface parameter as an independent variable and the skin type corresponding to the skin surface parameter as a dependent variable; receive the position information sent by the detection terminal and the input of the skin surface parameter value; using the regional skin classification model corresponding to the region where the location information is located, obtain the skin type corresponding to the input value of the skin surface parameter. Combining skin classification with regional division improves the accuracy of user skin classification. Compared with the multi-region general skin classification model, the required training data set is small and the computing resources are consumed under the premise of the same accuracy requirement. few.

Description

technical field [0001] The present application relates to the technical field of data processing, and in particular, to skin classification methods and devices, 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 to 2 m. Skin care includes facial skin care, back skin care, foot skin care, etc. The most popular is facial skin care. Skin types include dry skin, normal skin, oily skin, combination skin, sensitive skin, etc. The skin types of multiple samples were detected, and it was found that there was a certain relationship between skin types and regions. For example, the skin types of users in the humid climates of Sichuan and Chongqing had less sensitive skin, while the skin types of users in Hebei and Shanxi, where the air pollution was more serious, had less sensitive skin. There ar...

Claims

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Application Information

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Patent Type & Authority Patents(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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