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Skin analysis method and device, storage medium and electronic equipment

An analysis method and skin technology, applied in the fields of instruments, biological neural network models, character and pattern recognition, etc., can solve the problems of high equipment cost or labor cost, lack of convenience, etc., achieve high convenience, accurate detection of skin defects, cost reduction effect

Pending Publication Date: 2020-10-30
BEIJING KUANGSHI TECH
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AI Technical Summary

Problems solved by technology

[0002] At this stage, people pay more and more attention to skin care and facial beauty. In order to analyze the human skin condition and provide reference for users to further skin care or beauty, traditional methods generally use skin analyzers for test analysis or manual judgment by professional doctors. Its equipment cost or labor cost is relatively high, and users often need to go to the hospital or beauty institution for testing offline, which lacks convenience

Method used

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  • Skin analysis method and device, storage medium and electronic equipment
  • Skin analysis method and device, storage medium and electronic equipment
  • Skin analysis method and device, storage medium and electronic equipment

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Embodiment Construction

[0039] The technical solutions in the embodiments of the present application will be described below with reference to the drawings in the embodiments of the present application. It should be noted that like numerals and letters denote similar items in the following figures, therefore, once an item is defined in one figure, it does not require further definition and explanation in subsequent figures. The term "comprises", "comprises" or any other variation thereof is intended to cover a non-exclusive inclusion such that a process, method, article or apparatus comprising a set of elements includes not only those elements but also other elements not expressly listed elements, or also elements inherent in such a process, method, article, or apparatus. Without further limitations, an element defined by the phrase "comprising a ..." does not exclude the presence of additional identical elements in the process, method, article or apparatus comprising said element.

[0040] figure ...

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Abstract

The invention relates to the technical field of artificial intelligence, and provides a skin analysis method and device, a storage medium and electronic equipment. The skin analysis method comprises the following steps: acquiring a skin image; processing the skin image by using a semantic segmentation network to obtain a segmentation mask for the skin image, wherein the segmentation mask comprisesinformation used for indicating a defect category to which each pixel in the skin image belongs; and determining a connected domain formed by pixels belonging to the same kind of skin flaws in the skin image according to the segmentation mask, and determining a positioning frame containing the skin flaws according to the connected domain. According to the method, flaws on the skin can be detectedonly by utilizing the to-be-analyzed skin image and the semantic segmentation network, so that the skin analysis cost is effectively reduced. Moreover, when the method is used for skin analysis, theuser does not need to go to a hospital or a beauty institution offline, so that the convenience is relatively high. In addition, the semantic segmentation network adopted by the method can perform pixel-level segmentation on the skin image, and is also beneficial to accurate detection of skin flaws.

Description

technical field [0001] The present invention relates to the technical field of artificial intelligence, in particular to a skin analysis method, device, storage medium and electronic equipment. Background technique [0002] At this stage, people pay more and more attention to skin care and facial beauty. In order to analyze the human skin condition and provide reference for users to further skin care or beauty, traditional methods generally use skin analyzers for test analysis or manual judgment by professional doctors. Its equipment cost or labor cost is relatively high, and users often need to go to the hospital or beauty institution for testing offline, which lacks convenience. Contents of the invention [0003] The purpose of the embodiments of the present application is to provide a skin analysis method, device, storage medium and electronic equipment to improve the above technical problems. [0004] In order to achieve the above object, the application provides the ...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06K9/62G06N3/04
CPCG06V40/162G06V40/171G06N3/045G06F18/24G06F18/253
Inventor 陈坤鹏姚聪王鹏
Owner BEIJING KUANGSHI TECH
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