CN117481599A - Intelligent skin care method, apparatus and medium - Google Patents
Intelligent skin care method, apparatus and medium Download PDFInfo
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/44—Detecting, measuring or recording for evaluating the integumentary system, e.g. skin, hair or nails
- A61B5/441—Skin evaluation, e.g. for skin disorder diagnosis
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/0059—Measuring for diagnostic purposes; Identification of persons using light, e.g. diagnosis by transillumination, diascopy, fluorescence
- A61B5/0077—Devices for viewing the surface of the body, e.g. camera, magnifying lens
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61N—ELECTROTHERAPY; MAGNETOTHERAPY; RADIATION THERAPY; ULTRASOUND THERAPY
- A61N1/00—Electrotherapy; Circuits therefor
- A61N1/18—Applying electric currents by contact electrodes
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61N—ELECTROTHERAPY; MAGNETOTHERAPY; RADIATION THERAPY; ULTRASOUND THERAPY
- A61N1/00—Electrotherapy; Circuits therefor
- A61N1/40—Applying electric fields by inductive or capacitive coupling ; Applying radio-frequency signals
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- A61N—ELECTROTHERAPY; MAGNETOTHERAPY; RADIATION THERAPY; ULTRASOUND THERAPY
- A61N5/00—Radiation therapy
- A61N5/06—Radiation therapy using light
- A61N5/0613—Apparatus adapted for a specific treatment
- A61N5/0616—Skin treatment other than tanning
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61N—ELECTROTHERAPY; MAGNETOTHERAPY; RADIATION THERAPY; ULTRASOUND THERAPY
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- A61N2005/065—Light sources therefor
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- A—HUMAN NECESSITIES
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- A61N5/00—Radiation therapy
- A61N5/06—Radiation therapy using light
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Abstract
The application provides an intelligent skin care method, device and medium, wherein the intelligent skin care method comprises the following steps: dividing a part to be treated into a plurality of target areas, arranging a plurality of cameras, nursing units and a plurality of light sources matched with a plurality of skin analysis items, corresponding to the target areas, on a nursing cover, controlling the light sources to sequentially irradiate the part to be treated, controlling each camera to respectively acquire current skin images of the target areas when different light sources irradiate the part to be treated, performing AI analysis of the corresponding skin analysis items to determine current skin analysis results of the target areas, acquiring a current skin nursing scheme determined based on the current skin analysis results of the target areas, and controlling each skin nursing unit corresponding to the target areas to execute corresponding skin nursing actions according to each current skin nursing scheme. Thus, the intelligent skin care methods, devices, and media can achieve intelligent skin care with high efficiency and high safety.
Description
Technical Field
The application relates to the technical field of intelligent skin care, in particular to an intelligent skin care method, equipment and medium.
Background
People in the current society pay more attention to the appearance of the cosmetics and beauty equipment, but the cosmetics contain chemical components and are not suitable for sensitive skin, and the existing beauty equipment has the disadvantages of large volume, complex structure, complex operation and high price, is not suitable for common consumers, and can be used by household beauty and skin care equipment.
At present, household beauty care equipment such as a beauty care mask and the like in the market generally needs to take a photo by means of a mobile phone to measure skin, and then select a corresponding skin care mode according to the skin measurement result to perform skin care. Because the shooting environment of the mobile phone shooting skin measurement is unstable, the accuracy of the skin measurement is low, and the fluctuation of the result is large, the skin care equipment cannot accurately and effectively care the skin of the part to be cared. Therefore, the existing household beauty care equipment has poor skin care effect and safety, and has relatively simple function and insufficient intelligence.
Disclosure of Invention
In order to solve the existing technical problems, an intelligent skin care method, equipment and a computer readable storage medium capable of realizing high-efficiency safe skin care are provided.
According to a first aspect of embodiments of the present application, there is provided an intelligent skin care method, applied to an intelligent skin care device, comprising:
Respectively controlling each light source matched with each skin analysis item to sequentially irradiate a part to be nursed, and controlling a plurality of cameras to respectively acquire current skin images of each target area of the part to be nursed when each light source irradiates the part to be nursed;
acquiring a current skin care scheme of each target area, wherein the current skin care scheme is determined based on a current skin analysis result of the corresponding target area, and the current skin analysis result is obtained by carrying out AI analysis on the skin analysis items matched with the current skin analysis result based on the corresponding current skin image;
and respectively controlling the nursing units corresponding to each target area to execute corresponding skin nursing actions according to each current skin nursing scheme.
According to a second aspect of embodiments of the present application, there is provided an intelligent skin care method, applied to a terminal device, including:
when the current skin image of each target area of the part to be treated under the irradiation of different light sources is obtained, carrying out AI analysis corresponding to the skin analysis item on each current skin image of each target area to obtain the current skin analysis result of each target area; wherein the different light sources are respectively matched with different skin analysis items;
Displaying each current skin analysis result, acquiring each current skin care scheme determined based on each current skin analysis result, and sending each current skin care scheme to a main control unit in intelligent skin care equipment so that the main control unit controls each care unit in the intelligent skin care equipment to execute corresponding skin care operation on each target area according to each current skin care scheme.
According to a third aspect of the embodiments of the present application, there is provided an intelligent skin care apparatus, including a care cover for covering a portion to be treated, and a skin detection unit, a care unit, and a main control unit respectively disposed on the care cover, the skin detection unit including a plurality of light sources respectively matched with different skin analysis items and a plurality of cameras corresponding to a plurality of target areas of the portion to be treated, the main control unit including a memory and a processor, in which a computer readable program is stored, the processor implementing the intelligent skin care method provided according to the first aspect of the embodiments of the present application when executing the computer readable program.
According to a fourth aspect of embodiments of the present application, there is provided a terminal device comprising a memory and a processor, the memory having stored therein a computer readable program, the processor, when executing the computer readable program, implementing the intelligent skin care method according to the second aspect of embodiments of the present application.
According to a fifth aspect of embodiments of the present application, there is provided a computer readable storage medium having stored thereon a computer program which, when executed by a processor, implements the intelligent skin care method provided according to the first aspect of embodiments of the present application or the intelligent skin care method provided according to the second aspect of embodiments of the present application.
From the above, in the intelligent skin care method, apparatus and medium provided by the present invention, a portion to be treated is divided into a plurality of target areas, a plurality of cameras corresponding to the respective target areas, a care unit and a plurality of light sources matched with a plurality of skin analysis items are disposed on a care cover, the plurality of light sources are controlled to sequentially irradiate the portion to be treated, and when different light sources irradiate the portion to be treated, each camera is controlled to respectively collect current skin images of the respective target areas, so as to perform AI analysis of the respective target areas to determine current skin analysis results of the respective target areas, then a current skin care scheme determined based on the current skin analysis results of the respective target areas is obtained, and each skin care unit corresponding to the respective target areas is controlled to perform a corresponding skin care action according to each current skin care scheme. Therefore, the intelligent skin care method, the intelligent skin care equipment and the intelligent skin care medium can realize intelligent skin care with high efficiency and high safety.
Drawings
Fig. 1 is a flow chart of an intelligent skin care method applied to an intelligent skin care device according to some embodiments of the present application;
fig. 2 is a schematic diagram of a structure providing a smart skin care device in accordance with some embodiments of the present application;
fig. 3 is a schematic flow chart of acquiring a current skin care solution in an intelligent skin care method applied to an intelligent skin care device according to some embodiments of the present application;
FIG. 4 is a schematic workflow diagram of a smart skin care method for use in a smart skin care system according to some embodiments of the present application;
FIG. 5 is a data flow diagram of an intelligent skin care system provided in accordance with some embodiments of the present application;
FIG. 6 is a schematic diagram of a data processing flow of an intelligent skin care device or system provided in some embodiments of the present application;
fig. 7 is a flowchart of an intelligent skin care method applied to a terminal device according to some embodiments of the present application;
fig. 8 is a schematic structural diagram of a terminal device according to some embodiments of the present application.
Detailed Description
The technical scheme of the application is further elaborated below by referring to the drawings in the specification and the specific embodiments.
Unless defined otherwise, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this application belongs. The terminology used herein in the description of the present application is for the purpose of describing particular embodiments only and is not intended to be limiting of the implementations of the present application. The term "and/or" as used herein includes any and all combinations of one or more of the associated listed items.
In the description of the present application, it should be understood that the terms "center," "upper," "lower," "front," "rear," "left," "right," "vertical," "horizontal," "top," "bottom," "inner," "outer," and the like indicate orientations or positional relationships based on the orientation or positional relationships shown in the drawings, merely to facilitate description of the present application and simplify the description, and do not indicate or imply that the devices or elements referred to must have a specific orientation, be configured and operated in a specific orientation, and therefore should not be construed as limiting the present application. In the description of the present application, unless otherwise indicated, the meaning of "a plurality" is two or more.
In the description of the present application, it should be noted that, unless explicitly specified and limited otherwise, the terms "mounted," "connected," and "connected" are to be construed broadly, and may be either fixedly connected, detachably connected, or integrally connected, for example; can be directly connected or indirectly connected through an intermediate medium, and can be communication between two elements. The specific meaning of the terms in this application will be understood by those of ordinary skill in the art as the case may be.
Fig. 1 is a schematic flow chart of an intelligent skin care method applied to an intelligent skin care device 1 according to some embodiments of the present application, wherein the schematic structural diagram of the intelligent skin care device 1 is shown in fig. 2. The intelligent skin care device 1 comprises a care shield 11 for covering a site to be cared for, and a detection unit 12 and a care unit 13 provided on the care shield 11, respectively. The area to be treated is one or more areas of the subject to be treated, which in some embodiments is the face of the subject to be treated, referred to as the user of the intelligent skin care device 1. Thus, in some embodiments, the intelligent skin care device 1 is an intelligent skin care mask. In some embodiments according to the present application, the detection unit 12 includes a plurality of light sources respectively matched to the respective different skin analysis items and a plurality of cameras corresponding to a plurality of target areas of the portion to be treated. Wherein, the different skin analysis items represent the analysis of different skin dimensions of the part to be treated, i.e. each of the different skin analysis items refers to the analysis of a corresponding skin dimension of the part to be treated. Skin dimensions such as skin tone, texture, redness, porphyrin, wrinkles, acne, spots, and the like. One of the plurality of light sources matches one of the preset skin analysis items. Each target area of the site to be treated refers to each area where skin detection and care are required. Further, the intelligent skin care apparatus 1 further comprises a main control unit 14 disposed on the care cover 11, wherein the main control unit 14 comprises a first processor and a first memory, and the first processor implements the steps of the intelligent skin care method applied to the intelligent skin care apparatus according to any embodiment of the present application when executing the computer program stored in the first memory. Furthermore, in some embodiments, the intelligent skin care device 1 further comprises a battery unit 15 mounted on the care hood 11. The battery unit 15 is used to power the detection unit 12, the care unit 13, and the main control unit 14, respectively. The number of the nursing units 13 is plural, the plural nursing units 13 respectively correspond to the plural target areas, that is, one nursing unit 13 is disposed on the nursing cover 11 at a position corresponding to each target area for performing skin care action on each target area, and at least one camera is disposed at a position corresponding to each target area for acquiring skin images of each target area. In some embodiments, the intelligent skin care device 1 further comprises a communication unit 16 disposed on the care cover 11, wherein the communication unit 16 is connected to the main control unit 14, and is used for transmitting data output by the main control unit 14 to the external terminal device 2. Furthermore, the terminal device 2 may further interact with the cloud server 3. In some embodiments, the intelligent skin care device 1 interacts with the terminal device 2 through the communication unit 16 or directly with the cloud server 3. The terminal device 2 is an intelligent terminal device such as a smart phone, a tablet and the like, preferably an intelligent terminal device with a display screen. The intelligent skin care method applied to the intelligent skin care apparatus 1 provided according to some embodiments of the present application includes S02, S04, and S06, and the detailed descriptions of the respective steps are as follows.
S02: and respectively controlling each light source matched with each skin analysis item to sequentially irradiate the part to be nursed, and controlling a plurality of cameras to respectively acquire the current skin images of each target area of the part to be nursed when each light source irradiates the part to be nursed.
The current skin images of each target area are images acquired by the corresponding camera under different light source irradiation conditions, and the current skin images of each target area acquired under different light source irradiation conditions are respectively used for carrying out AI analysis on different skin analysis items of the target area so as to obtain analysis results of different skin dimensions of the target area. For example, in some embodiments, each skin analysis item includes at least one of a skin color analysis item, a texture analysis item, a red area analysis item, a porphyrin analysis item, a wrinkle analysis item, an acne analysis item, and a spot analysis item. The light source matched with the skin complexion analysis item is a white light source, the light source matched with the skin texture analysis item is a parallel polarized light source, the light source matched with the skin red area analysis item is a cross polarized light source, the light source matched with the skin porphyrin analysis item is an ultraviolet light source, the light sources matched with the wrinkle analysis item and the acne analysis item are respectively one of the parallel polarized light source and the white light source, and the light source matched with the spot analysis item is the cross polarized light source.
After the nursing cover 11 covers the part to be nursed and the intelligent skin nursing equipment is started, the main control unit 14 controls a first light source matched with a first skin analysis item in the detection unit 12 to be started so as to irradiate the part to be nursed, under the irradiation of the first light source, the cameras corresponding to all target areas are controlled to respectively acquire skin image information of all target areas so as to obtain a first current skin image of all target areas, then the main control unit 14 controls the first light source matched with the first skin analysis item to be closed, and controls a second light source matched with a second skin analysis item in the detection unit 12 to be started, under the irradiation of the second light source, the cameras corresponding to all target areas are controlled to respectively acquire skin image information of all target areas so as to obtain a second current skin image of all target areas, and so on until the cameras are controlled to acquire the current skin image of all target areas under all light source irradiation conditions. Thus, each current skin image of each target area includes a current skin image acquired by the corresponding camera under illumination by a different light source.
The method comprises the steps that a light source matched with skin analysis items is adopted to irradiate a part to be treated, current skin images of all target areas are respectively acquired by using a camera under the irradiation condition of the matched light source, so that when AI analysis of corresponding skin analysis items is carried out based on all current skin images of all target areas, current skin analysis results of all target areas can be accurately obtained, the current skin care scheme of all target areas can be accurately determined, high-efficiency and high-safety skin care is achieved, and compared with the skin care scheme determined by mobile phone skin measurement or the skin care scheme determined by skin measurement by using a camera on the side of a cosmetic mirror, the intelligent skin care method applied to the intelligent skin care equipment 1 provided by the embodiment of the application can obtain more accurate and finer skin analysis results, and the intelligent skin care is achieved by obtaining the skin care scheme which is more efficient and safe.
S04: and acquiring a current skin care scheme of each target area, wherein the current skin care scheme is determined based on a current skin analysis result of the corresponding target area, and the current skin analysis result is obtained by carrying out AI analysis of the skin analysis item matched with the current skin image based on the corresponding current skin image.
The current skin analysis result of each target area includes skin analysis results corresponding to a plurality of skin analysis items matched to a plurality of light sources in the detection unit 12. For example, when the plurality of skin analysis items are at least one of a skin color analysis item, a texture analysis item, a red area analysis item, a porphyrin analysis item, a wrinkle analysis item, an acne analysis item, and a spot analysis item, respectively, the current skin analysis result of each target area includes a corresponding result of the skin color analysis result, the texture analysis result, the skin red area analysis result, the porphyrin content, the wrinkle analysis result, the acne analysis result, and the spot analysis result.
The current skin care solution of each target area may be generated by the main control unit 14 according to the corresponding current skin analysis result, or may be obtained by the main control unit 14 from other devices other than the intelligent skin care device 1, such as the terminal device 2 or the cloud server 3.
The current skin analysis result of each target area may be obtained by AI analysis of a corresponding skin analysis item by the main control unit 14 according to the current skin image acquired by each camera, or may be obtained by AI analysis of a corresponding skin analysis item by the terminal device 2 or the cloud server 3 according to the current skin image acquired by each camera. S06: and respectively controlling the nursing units corresponding to the target areas to execute corresponding skin nursing actions according to the current skin nursing schemes.
After the main control unit 14 obtains the current skin care plan of each target area, a corresponding care control signal is output according to each current skin care plan to control each care unit 13 corresponding to each target area to perform a corresponding skin care action according to the corresponding current skin care plan.
According to the intelligent skin care method applied to the intelligent skin care device 1 provided by some embodiments of the present application, a portion to be cared is divided into a plurality of target areas, a plurality of cameras corresponding to the target areas, a care unit 13 and a plurality of light sources matched with a plurality of skin analysis items are arranged on a care cover 11, the plurality of light sources are controlled to sequentially irradiate the portion to be cared, when different light sources irradiate the portion to be cared, each camera is controlled to respectively collect current skin images of each target area, so that AI analysis of corresponding skin analysis items is performed on each target area to determine current skin analysis results of each target area, then a current skin care scheme determined based on the current skin analysis results of each target area is obtained, and each care unit corresponding to each target area is controlled to execute corresponding skin care action according to each current skin care scheme. Therefore, the intelligent skin care method applied to the intelligent skin care apparatus 1 provided in the embodiments of the present application can realize intelligent skin care with high efficiency and high safety.
In some embodiments, the current skin care regimen for obtaining each of the target areas in the SO4 specifically includes: and carrying out AI analysis on each current skin image of each target area according to the skin analysis item to obtain a current skin analysis result of each target area, and acquiring each current skin care scheme determined based on each current skin analysis result.
In some embodiments, the main control unit 14 obtains each current skin image of each target area from each camera, and then inputs each current skin image of each target area into the skin analysis model corresponding to each skin analysis item, so as to perform AI analysis of each skin analysis item, so as to obtain the current skin analysis result of each target area. After the main control unit 14 completes AI analysis to obtain the current skin analysis result of each target area, the main control unit 14 may further generate the current skin care plan of each target area according to each current skin analysis result based on the mapping relationship between the preset skin analysis result and the skin care plan. Of course, in other embodiments, after obtaining each current skin analysis result, the main control unit 14 controls the communication unit 16 to be in a connection state, so that the intelligent skin care device 1 is connected with the terminal device 2 and/or the cloud server 3 through the communication unit 16, so that each current skin analysis result is sent to the terminal device 2 or the cloud server 3 through the communication unit 16, so that each current skin care plan determined based on each current skin analysis result is obtained by the terminal device 2 or the cloud server 3, and then sent to the main control unit 14 through the communication unit 16. In some embodiments, communication unit 16 includes a bluetooth, WIFI, and/or ethernet interface.
In some embodiments, the main control unit 14 further performs image preprocessing on each current skin image of each target area before performing AI analysis on each current skin image of each target area to obtain a current skin analysis result of each target area, where the image preprocessing includes at least one of auto-exposure, auto-focusing, distortion correction, color correction, white balance correction, and picture compression. The definition of each current skin image after image pretreatment is optimized, the resolution is corrected, the skin characteristics of each target area are clear, the imaging quality of each current skin image is obviously improved, and the method is beneficial to obtaining more accurate skin analysis results in the AI analysis process.
In other embodiments, the AI analysis of the corresponding skin analysis item is performed on each current skin image of each target area, so that the current skin analysis result of each target area may be executed by the terminal device 2 or the cloud server 3, and the main control unit 14 directly sends each current skin image obtained from each camera to the terminal device 2 or the cloud server 3 through the communication unit 16, so that each current skin analysis result is obtained by performing the AI analysis, where the terminal device 2 or the cloud server performs the image processing on each received skin image before performing the AI analysis, and then performs the AI analysis on each current skin image after the image processing. The main control unit 14 may perform the image processing on each current skin image obtained from each camera, and then send each current skin image after the image processing to the terminal device 2 or the cloud server 3.
In some embodiments, the main control unit 14 performs AI analysis of the corresponding skin analysis item according to each current skin image to obtain the current skin analysis result of each target area, and the manner in which the main control unit 14 obtains each current skin care plan determined based on each current skin analysis result may be: the main control unit 14 generates each current skin care solution according to the current skin analysis result of each target area, or the main control unit 14 sends the current skin care analysis result of each target area to the terminal device 2 for the terminal device 2 to acquire each current skin care solution determined based on each current skin analysis result, the main control unit 14 directly acquires each current skin care solution from the terminal device 2, or the main control unit 14 sends the current skin analysis result of each target area to the cloud server 3 for the cloud server 3 to acquire each current skin care solution determined based on each current skin analysis result, and the main control unit 14 directly acquires each current skin care solution from the cloud server 3.
In some embodiments, whether the main control unit 14 or the terminal device 2 or the cloud server 3, the generating each current skin care plan specifically includes: the current skin care regimen for each target area is determined based on the current skin analysis results, the prior skin analysis results, and the prior skin care regimen corresponding to the prior skin analysis results for each target area.
The current skin images are skin images required to be acquired when the current skin care is performed on the part to be treated, the previous skin images are skin images acquired when the previous skin care is performed on the part to be treated before the current skin care is performed on the part to be treated, the skin analysis results obtained based on the previous skin images are previous skin analysis results, and the skin care solutions obtained based on the previous skin analysis results are previous skin care solutions. Similarly, the post-skin image is each skin image acquired at the time of post-skin care after the current skin care is performed on the site to be treated, each skin analysis result obtained based on each post-skin image is each post-skin analysis result, and each skin care plan obtained based on each post-skin analysis result is each post-skin care plan. In some embodiments, prior refers to a current previous or previous multiple, and then subsequent refers to a current subsequent or subsequent multiple.
When the corresponding current skin care scheme is determined according to the current skin analysis result, the prior skin analysis result and the prior skin care scheme of each target area are further used as comparison or reference, and the current skin care scheme which is most suitable for the current skin state of each target area can be obtained more accurately.
In some embodiments, the communication unit 16 of the intelligent skin care device 1 may be connected to the terminal device 2, and the terminal device 2 may further be connected to the cloud server 3, i.e. the intelligent skin care device 1 may be connected to the cloud server 3 through the terminal device 2. As shown in fig. 3, a flow chart of obtaining a current skin care solution in the intelligent skin care method applied to the intelligent skin care device according to some embodiments of the present application is shown, where S04 further includes S042, S044, S046, and S048, and each step is described below.
S042: and detecting the connection state between the intelligent skin care equipment and the terminal equipment and the cloud server.
If the main control unit 14 receives the skin care instruction, the connection state of the intelligent skin care device 1 is detected to determine whether the intelligent skin care device 1 is connected to the terminal device 2 and further connected to the cloud server 3 through the terminal device 2. The skin care instruction may be an instruction input by the user based on the terminal device 2 and sent to the main control unit 14 by the terminal device, or may be a start-up instruction of the intelligent skin care device 1 directly, that is, after the intelligent skin care device 1 is started up, the main control unit 14 will automatically detect a connection state, so as to determine which of the main control unit 14, the terminal device 2 and the cloud server 3 outputs each current skin care solution according to the connection state.
S044: and during the period that the intelligent skin care equipment is not connected with the terminal equipment or the cloud server, performing AI analysis on each current skin image of each target area according to the corresponding skin analysis item to obtain a corresponding skin analysis result, and generating a corresponding current skin care scheme according to each current skin analysis result.
When the intelligent skin care device 1 is not connected to the terminal device 2 or the cloud server 3, the main control unit 14 obtains corresponding current skin analysis results according to the current skin images and determines each current skin care scheme according to each current skin analysis result. Namely, the intelligent skin care device 1 provided according to some embodiments of the present application integrates skin detection, analysis, skin care regimen generation and skin care functions, and achieves intelligent skin care efficiently and safely.
S046: and during the period that the intelligent skin care equipment is connected with the terminal equipment but is not connected with the cloud server, each current skin image of each target area is sent to the terminal equipment, so that the terminal equipment performs AI analysis of a corresponding current skin analysis item based on each current skin image to obtain a corresponding current skin analysis result, and each current skin care scheme is obtained from the terminal equipment. When the intelligent skin care device 1 is connected with the terminal device 2 and the cloud end no-server 3 is not connected, the main control unit 14 sends each current skin image to the APP or the applet in the terminal device 2, and the APP or the applet in the terminal device 2 obtains corresponding current skin analysis results according to each current skin image and determines each current skin care scheme according to each current skin analysis result so as to accelerate the output speed of each current skin care scheme.
S048: and during the period that the intelligent skin care equipment is connected with the cloud server, sending each current skin image of each target area to the cloud server, so that the cloud server performs AI analysis of corresponding skin analysis items based on each current skin image to obtain a corresponding current skin analysis result, and obtaining each current skin care scheme from the cloud server.
When the intelligent skin care device 1 is connected with the terminal device 2 and the terminal device 2 is connected with the cloud non-server 3, the main control unit 14 sends each current skin image to the cloud non-server 3 through the terminal device 2, and the cloud non-server 3 obtains corresponding current skin analysis results according to each current skin image and determines each current skin care scheme according to each current skin analysis result so as to accelerate the output speed of each current skin care scheme.
In some embodiments, each current skin care regimen is obtained from the terminal device 2, comprising in particular: acquiring each current skin care scheme generated according to the current skin analysis result of each target area from an APP or applet of the terminal equipment; or the current skin analysis results of the respective target areas are displayed in the terminal device 2, and the respective current skin care schemes selected or inputted by the user based on the respective current skin analysis results are acquired from the terminal device.
After obtaining the current skin analysis results of each target area, the terminal device 2 may automatically match and generate each current skin care scheme directly according to each current skin analysis result, or may simply display each current skin analysis result to the user, where the user manually inputs each current skin care scheme at the interactive interface of the terminal device 2 according to each current skin analysis result, or selects a corresponding historical skin care scheme from a menu of the interactive interface according to user information to serve as each current skin care scheme.
It should be noted that, in some embodiments, the user generates the selection key according to the automatic matching corresponding to each target area displayed in the interactive interface of the terminal device 2, and automatically generates the current skin care solution corresponding to the target area according to each current skin analysis result. In other embodiments, the user may also select the current skin care regimen of the target area of the input section according to the interactive interface of the terminal device 2.
In some embodiments, the current skin care regimen includes the operating mode and operating parameters of the corresponding care unit, and S06 specifically includes: according to each current skin care scheme, the care units corresponding to each target area are respectively controlled to execute skin care actions according to the corresponding working modes and working parameters; wherein the operation mode includes at least one of a phototherapy mode, a radio frequency mode, and a micro-current mode.
In some implementations, each care unit 13 includes an LED array for phototherapy of the skin of the target area, an electrode array for radio frequency treatment of the skin of the target area, and a microcurrent device for microcurrent quality of the skin of the target area. The LED array further comprises LEDs capable of emitting different wavelengths, such as yellow LEDs, red LEDs, blue LEDs, infrared LEDs and the like, different phototherapy modes are adopted, and the LEDs working in the LED array are different. For example, in phototherapy mode, the working parameters include blue light with a wavelength of 410nm for suppressing oil and controlling acne, yellow light with a wavelength of 590nm for relieving erythema, red light with a wavelength of 630nm for exciting collagen, and infrared light with a wavelength of 850nm for accelerating metabolism.
In some embodiments, the intelligent skin care method applied to the intelligent skin care apparatus 1 further comprises, after S06: and determining the effectiveness scoring information of the current skin care scheme according to the comparison result between the current skin analysis result of each target area and the subsequent skin analysis result obtained after the skin is protected by the current skin care scheme.
The main control unit 14 re-executes S02 after controlling each of the care units 13 to execute the corresponding skin care action on each of the target areas according to each of the current skin care schemes to obtain the subsequent skin analysis result of each of the current areas, and compares the subsequent skin analysis result of each of the target areas with the current skin analysis result to obtain the effectiveness scoring information of the current skin care scheme. Wherein, the higher the effectiveness score of the current skin care regimen, the better the care effect of the current skin care regimen is indicated. Obviously, according to the intelligent skin care method applied to the intelligent skin care device 1 provided by some embodiments of the present application, a digital skin care closed loop of skin detection-care scheme verification can be realized, and each current skin image of each target area of a part to be cared is acquired through a detection unit in the intelligent skin care device 1, so that a digital quantitative analysis result of each current skin dimension can be generated, and then the current skin care scheme of each target area is customized. The nursing cover 11 in the intelligent skin nursing device 1 is continuously covered on the part to be nursed, and the detection unit 12 arranged on the nursing cover continuously collects the skin image information of each target area so as to synchronously generate the quantitative change trend of the skin analysis result under each skin dimension, thereby being capable of verifying the effectiveness of each current skin nursing scheme (comprising the skin care mode of the nursing unit 13 and various parameters, suggesting matched skin care products and suggested dietary life habits) and further guiding the skin nursing scheme of each target area to be adaptively adjusted. Under the home scene, the skin care closed loop cannot be realized only by the skin care mode of combining the mobile phone photographing skin measurement and the beauty instrument, so that skin care cannot be effectively realized, and the reasons are that the mobile phone photographing skin measurement is limited by the influence of unstable photographing environment, the accuracy of the skin analysis result is low, the fluctuation of the result is large, the change of the skin state appears disordered and cannot be seen as effective trend, the verification of the skin care scheme cannot be realized, and the closed loop skin care cannot be realized.
Referring to fig. 4, a flowchart of an intelligent skin care method applied to an intelligent skin care system according to some embodiments of the present application is shown. In the present embodiment, the intelligent skin care system includes an intelligent skin care device 1, a terminal device 2, and a cloud server 3. As shown in fig. 4, the intelligent skin care device 1 is first turned on, after the intelligent skin care device 1 is turned on, the main control unit 14 in the intelligent skin care device 1 controls the detection unit 12 to perform the highlight and the shooting, that is, controls the light source matched with the corresponding skin analysis item to irradiate the part to be nursed, and then controls the camera corresponding to each target area to respectively collect the image information of each target area, so as to obtain each current skin image of each target. Then, the communication unit 16 in the intelligent skin care apparatus 1 enters a connection state, and the main control unit 14 determines whether the intelligent skin care apparatus 1 is in a connection state with the terminal APP or applet in the terminal apparatus 2, and determines whether the intelligent skin care apparatus 1 is in a connection state with the cloud server 3. When APP (terminal APP in terminal device 2) is OFF and the route (router connected to cloud server 3) is OFF, at this time, intelligent skin care device 1 is not connected to terminal device 2 or cloud server 3, and main control unit 14 itself performs corresponding skin AI analysis based on each current skin image to obtain each current skin analysis result, and then generates each current skin care plan based on each current skin analysis result. When the APP is ON and the route is OFF, in order to increase the processing speed, the main control unit 14 sends the current skin image collected by each camera to the terminal APP or the applet based ON the communication unit 16, so that the terminal APP or the applet performs corresponding skin AI analysis according to each current skin image to obtain each current skin analysis result, generates each current skin care plan according to each current skin analysis result, and sends each generated current skin care plan to the main control unit 14 through the communication unit 16. When the APP is ON and the route is ON, in order to further increase the processing speed and obtain a more accurate skin care plan, the main control unit 14 sends skin detection information, such as each current skin image, to the cloud server 3 through the terminal APP or the applet, the cloud server 3 performs corresponding skin AI analysis according to each current skin image to obtain each current skin analysis result, generates each current skin care plan according to each current skin analysis result, and sends each generated current skin care plan to the main control unit 14 through the communication unit 16. After obtaining each current skin care plan, the main control unit 14 obtains control parameters of each care unit 13 according to each current skin care plan, so as to control each care unit 13 to execute corresponding skin care actions until the care is finished, and the intelligent skin care device 1 is powered off. In some embodiments, the terminal APP or applet also selects a historical skin care plan matching the current skin analysis result from the historical skin care plans stored in the cloud server 3 as the current skin care plan corresponding to each target area. In other embodiments, the terminal APP may also display each current skin analysis result and display a historical skin care plan, so that the user may manually input the current skin care plan of each target area based on the current skin analysis result and the historical skin care plan and the display interface of the terminal device 2.
Referring to fig. 5, a data flow diagram of an intelligent skin care system according to some embodiments of the present application is shown. In the intelligent skin care system provided in some embodiments of the present application, the intelligent skin care system includes a user end formed by the intelligent skin care device 1 and the terminal device 2, and an operation end formed by the cloud server 3 and an operation background. At the user end, the intelligent skin care device sends skin detection data, such as skin images or skin analysis results of each target area, to the terminal APP or applet in the terminal device 2, and the terminal APP or applet in the terminal device 2 outputs a corresponding skin care scheme to the intelligent skin care device 1 to determine control parameters of each care unit 13 in the intelligent skin care device 1 and control the intelligent skin care device 1 to perform device upgrade. At the operation end, the terminal APP or applet in the terminal device 2 outputs user data to the cloud server 3, so that the cloud server outputs a complete skin care scheme to the terminal APP or applet in the terminal device 2, and controls the terminal device 2 to perform device upgrade. Further, at the operation end, the cloud server 3 outputs user data to the operation background, and the operation background controls the cloud server 3 to output a user operation algorithm upgrading instruction and a client upgrading instruction according to the user data.
Fig. 6 is a schematic diagram of a data processing flow of an intelligent skin care device or system provided in some embodiments of the present application. The data processing process of the intelligent skin care device or system applying the intelligent skin care method provided by the embodiment of the application comprises the large data processing processes of image preprocessing, image AI processing, skin state analysis and obtaining a skin care scheme.
In some embodiments, each camera in the intelligent skin care device 1 may be a visible light camera or an infrared camera, the capturing manner of each camera capturing the skin image of each target area may be capturing a video stream of each target area, and then one frame with sharpness meeting a preset condition is selected from the video stream as the corresponding current skin image. In other embodiments, each camera may also directly photograph each target area to directly obtain each current skin image of each target area. In this embodiment, taking the video stream of the target area acquired by each camera as an example, first, image preprocessing is performed on a selected skin image in the data stream of each camera. The image preprocessing comprises automatic exposure AF, automatic focusing AE, distortion correction, color correction CCM, white balance correction AWB and picture compression. Then, image AI processing is performed on each current skin image after pretreatment, image quality evaluation is performed on each skin image, for example, whether the definition of each current skin image meets the requirement is evaluated, and then ROI extraction is performed on each skin image meeting the definition so as to perform feature extraction on the skin of each target area. And then, based on the extracted features of each target area, performing AI analysis of the corresponding skin analysis items on each target area, namely performing skin state analysis to obtain skin analysis results of each target area. Wherein each skin analysis item comprises skin texture, red area, acne (porphyrin), mottle, skin color, etc. Finally, based on the skin analysis result of each target area, the skin care plan of each target area is obtained. The skin care plan of the target area includes a care plan output from the intelligent skin care apparatus 1, and daily care advice and care plan evaluation for caring for each target area. The care regimen evaluates the scoring information of the current skin care regimen obtained as described above.
Fig. 7 is a flowchart of an intelligent skin care method applied to a terminal device 2 according to some embodiments of the present application. A schematic structural diagram of the terminal device 2 is shown in fig. 8, which comprises a second memory 201 and a second processor 202, the second processor 202 implementing the steps of the intelligent skin care method according to any one of the present application applied to the terminal device 2 when executing a computer readable program stored in the second memory 201. The intelligent skin care method applied to the terminal device 2 according to some embodiments of the present application includes S12 and S14, and the specific descriptions of the respective steps are as follows.
S12: when the current skin image of each target area of the part to be treated under the irradiation of different light sources is obtained, carrying out AI analysis on each current skin image of each target area according to skin analysis items to obtain the current skin analysis result of each target area; wherein, different light sources are respectively matched with different skin analysis items.
S14: and displaying each current skin analysis result, acquiring each current skin care scheme determined based on each current skin analysis result, and sending each current skin care scheme to a main control unit in the intelligent skin care equipment so that the main control unit can control each care unit in the intelligent skin care equipment to execute corresponding skin care operation on each target area according to each current skin care scheme.
The detailed description and explanation of the respective steps in the skin care analysis method applied to the terminal device provided according to some embodiments of the present application may refer to the corresponding description in the above-mentioned intelligent skin care method applied to the intelligent skin care device 1. The skin care analysis method applied to the terminal device 2 according to some embodiments of the present application and the intelligent skin care method applied to the intelligent skin care device 1 according to some embodiments of the present application can achieve the same technical effects, and are not described here again.
In some embodiments, each skin care regimen determined in S14 by obtaining each current skin analysis result includes one of the following steps:
step one: generating a corresponding current skin care plan according to the current skin analysis result;
step two: obtaining each current skin care plan according to the skin care plan input by the user based on the current skin analysis result;
step three: selecting a corresponding historical skin care plan from a historical skin care plan library according to the current skin analysis result by a user to obtain a corresponding current skin care plan;
step four: and sending the current skin analysis result to a cloud server, and acquiring a current skin care scheme generated by the cloud server based on the current skin analysis result.
In some embodiments, the terminal APP or applet in the terminal device 2 generates each skin care plan corresponding to each target area according to each skin analysis result of each target area, including: the current skin care regimen for each target area is determined based on the current skin analysis results, the prior skin analysis results, and the prior skin care regimen corresponding to the prior skin analysis results for each target area.
In some embodiments, the terminal APP or applet in the terminal device 2 further includes, before performing AI analysis of the respective current skin images of each target area for the corresponding skin analysis items to obtain the current skin analysis results of the respective target areas: and respectively carrying out image preprocessing on each current skin image of each target area, wherein the image preprocessing comprises at least one of automatic exposure, automatic focusing, distortion correction, color correction, white balance correction and picture compression.
In some embodiments, the terminal APP or applet in the terminal device 2 is further configured to determine the validity score information of the current skin care solution according to a comparison result between the current skin analysis result of each target area and the subsequent skin analysis result obtained after the skin care using the current skin care solution after executing S14.
Some embodiments of the present application also provide an intelligent skin care device 1 as shown in fig. 2 and a terminal device 2 as shown in fig. 8. The terminal device 2 may be a smart phone. Since the device structures shown in fig. 1 and fig. 8 have been described in detail, and the intelligent skin care device 1 and the terminal device 2 according to some embodiments of the present application achieve the same technical effects as the intelligent skin care method according to the embodiments of the present application, which are not described here.
The embodiment of the application further provides a computer readable storage medium, on which a computer program is stored, which when executed by a processor, implements each step in the intelligent skin care method according to any embodiment of the application, and can achieve the same technical effect, so that repetition is avoided, and no further description is provided herein. Among them, a computer readable storage medium such as Read-only memory (ROM), random Access Memory (RAM), magnetic disk or optical disk, and the like.
The foregoing is merely specific embodiments of the present application, but the scope of the present application is not limited thereto, and any person skilled in the art can easily think about changes or substitutions within the technical scope of the present application, and the changes and substitutions are intended to be covered by the scope of the present application. Therefore, the protection scope of the present application shall be subject to the protection scope of the claims.
Claims (14)
1. An intelligent skin care method applied to intelligent skin care equipment, comprising the following steps:
respectively controlling each light source matched with each skin analysis item to sequentially irradiate a part to be nursed, and controlling a plurality of cameras to respectively acquire current skin images of each target area of the part to be nursed when each light source irradiates the part to be nursed;
acquiring a current skin care scheme of each target area, wherein the current skin care scheme is determined based on a current skin analysis result of the corresponding target area, and the current skin analysis result is obtained by carrying out AI analysis on the skin analysis items matched with the current skin analysis result based on the corresponding current skin image;
and respectively controlling the nursing units corresponding to each target area to execute corresponding skin nursing actions according to each current skin nursing scheme.
2. The intelligent skin care method according to claim 1, wherein each of the skin analysis items comprises at least one of a skin color analysis item, a texture analysis item, a red area analysis item, a porphyrin analysis item, a wrinkle analysis item, an acne analysis item, and a spot analysis item;
The light source matched with the skin color analysis item is a white light source, the light source matched with the texture analysis item is a parallel polarized light source, the light source matched with the red area analysis item is a cross polarized light source, the light source matched with the porphyrin analysis item is an ultraviolet light source, the light sources matched with the wrinkle analysis item and the acne analysis item are respectively one of a parallel polarized light source and a white light source, and the light source matched with the spot analysis item is a cross polarized light source.
3. The intelligent skin care method according to claim 1, wherein said obtaining a current skin care regimen for each of said target areas comprises:
performing AI analysis on the corresponding skin analysis items on each current skin image of each target area to obtain corresponding current skin analysis results;
and respectively generating the corresponding current skin care schemes according to the current skin analysis results, or sending the current skin care analysis results to a terminal device so as to acquire the current skin care schemes from the terminal device, or sending the current skin analysis results to a cloud server so as to acquire the current skin care schemes from the cloud server.
4. The intelligent skin care method according to claim 1, wherein said obtaining a current skin care regimen for each of said target areas comprises:
during the period that the intelligent skin care equipment is not connected with a terminal equipment or a cloud server, performing AI analysis corresponding to the skin analysis item on each current skin image of each target area to obtain a corresponding skin analysis result, and generating a corresponding current skin care scheme according to each current skin analysis result;
transmitting each current skin image of each target area to the terminal equipment during the period that the intelligent skin care equipment is connected with the terminal equipment but is not connected with the cloud server, so that the terminal equipment performs AI analysis of the corresponding current skin analysis item based on each current skin image to obtain a corresponding current skin analysis result, and each current skin care scheme is obtained from the terminal equipment;
and during the period that the intelligent skin care equipment is connected with the cloud server, sending each current skin image of each target area to the cloud server, so that the cloud server performs AI analysis corresponding to the skin analysis item based on each current skin image to obtain a corresponding current skin analysis result, and obtaining each current skin care scheme from the cloud server.
5. The intelligent skin care method according to claim 3 or 4, wherein obtaining each of the current skin care regimens from the terminal device comprises:
acquiring, from the terminal device, each of the current skin care regimens generated according to each of the current skin analysis results; or alternatively, the first and second heat exchangers may be,
and displaying each current skin analysis result in the terminal device, and acquiring each current skin care plan selected or input by a user based on each current skin analysis result from the terminal device.
6. The intelligent skin care method according to claim 3, wherein the generating the corresponding current skin care plan according to each of the current skin analysis results comprises:
and determining the current skin care plan of each target area according to the current skin analysis result, the previous skin analysis result and the previous skin care plan corresponding to the previous skin analysis result of each target area.
7. The intelligent skin care method according to claim 3, further comprising, prior to said subjecting each of said current skin images of each of said target areas to AI analysis of a corresponding said skin analysis item:
And respectively carrying out image preprocessing on each current skin image of each target area, wherein the image preprocessing comprises at least one of automatic exposure, automatic focusing, distortion correction, color correction, white balance correction and picture compression.
8. The intelligent skin care method according to claim 1, wherein the current skin care scheme includes an operation mode and an operation parameter of the corresponding care unit, and the controlling the care unit corresponding to each of the target areas to perform the corresponding skin care action according to each of the current skin care schemes includes:
according to each current skin care scheme, the care units corresponding to each target area are respectively controlled to execute skin care actions according to the corresponding working modes and working parameters;
the operation mode includes at least one of a phototherapy mode, a radio frequency mode, and a micro-current mode.
9. The intelligent skin care method according to claim 1, further comprising:
and determining the effectiveness scoring information of the current skin care scheme according to the comparison result between the current skin analysis result of each target area and the subsequent skin analysis result obtained after the current skin care scheme is adopted for skin care.
10. An intelligent skin care method applied to a terminal device, comprising the following steps:
when the current skin image of each target area of the part to be treated under the irradiation of different light sources is obtained, carrying out AI analysis on each current skin image of each target area according to skin analysis items to obtain the current skin analysis result of each target area; wherein the different light sources are respectively matched with different skin analysis items;
displaying each current skin analysis result, acquiring each current skin care scheme determined based on each current skin analysis result, and sending each current skin care scheme to a main control unit in intelligent skin care equipment so that the main control unit controls each care unit in the intelligent skin care equipment to execute corresponding skin care operation on each target area according to each current skin care scheme.
11. The intelligent skin care method according to claim 10, wherein said obtaining each current skin care regimen determined based on each of said current skin analysis results comprises one of the following steps:
Step one: generating a corresponding current skin care plan according to the current skin analysis result;
step two: obtaining each current skin care plan according to the skin care plan input by the user based on the current skin analysis result;
step three: selecting a corresponding historical skin care plan from a historical skin care plan library according to the current skin analysis result by a user, and obtaining the corresponding current skin care plan;
step four: and sending the current skin analysis result to a cloud server, and acquiring the current skin care scheme generated by the cloud server based on the current skin analysis result.
12. An intelligent skin care apparatus comprising a care hood for covering a part to be treated, and a skin detection unit, a care unit and a main control unit respectively provided on the care hood, the skin detection unit comprising a plurality of light sources respectively matched with different skin analysis items and a plurality of cameras corresponding to a plurality of target areas of the part to be treated, the main control unit comprising a memory and a processor, the memory having stored therein a computer readable program, the processor implementing the intelligent skin care method according to any one of claims 1 to 9 when executing the computer readable program.
13. A terminal device comprising a memory and a processor, the memory having stored therein a computer readable program, the processor, when executing the computer readable program, implementing the intelligent skin care method of claim 10 or 11.
14. A computer readable storage medium, characterized in that it has stored thereon a computer program which, when executed by a processor, implements the intelligent skin care method according to any one of claims 1 to 11.
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