CN115547460A - Intelligent skin care method, equipment and medium - Google Patents

Intelligent skin care method, equipment and medium Download PDF

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CN115547460A
CN115547460A CN202211202324.4A CN202211202324A CN115547460A CN 115547460 A CN115547460 A CN 115547460A CN 202211202324 A CN202211202324 A CN 202211202324A CN 115547460 A CN115547460 A CN 115547460A
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care plan
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赵怀锋
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Shenzhen Waterward Information Co Ltd
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Shenzhen Waterward Information Co Ltd
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    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
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    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
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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
    • 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
    • A61N1/32—Applying electric currents by contact electrodes alternating or intermittent currents
    • A61N1/328—Applying electric currents by contact electrodes alternating or intermittent currents for improving the appearance of the skin, e.g. facial toning or wrinkle treatment
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
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    • G06T17/00—Three dimensional [3D] modelling, e.g. data description of 3D objects
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    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16—Human faces, e.g. facial parts, sketches or expressions
    • G06V40/161—Detection; Localisation; Normalisation
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H15/00—ICT specially adapted for medical reports, e.g. generation or transmission thereof

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Abstract

An intelligent skin care method, apparatus and medium of the present application includes: generating an integral skin care plan corresponding to a user according to the face information of the user; acquiring first face image information of a current user; determining account information of the current user according to the first face image information; calling an integral skin care plan which is stored in a preset memory and matched with the account information of the current user according to the account information of the current user; and when skin care is performed, after the face image of the user is scanned, the integral skin care plan matched with the current user can be intelligently called out, so that the user can be prompted to perform skin care according to the integral skin care plan, and the method is favorable for the user to develop a scientific skin care habit.

Description

Intelligent skin care method, equipment and medium
Technical Field
The application relates to the field of beauty equipment, in particular to an intelligent skin care method, equipment and a medium.
Background
With the improvement of living standard, people no longer satisfy the material demand, but continuously pursue the spirit, so people pay more and more attention to the management of body and appearance, and the beauty industry receives more and more attention.
However, the radio frequency instruments on the market do not have a personalized skin care function, so that users cannot understand own skin intuitive data, cannot develop a scientific skin care habit, and have no power for adhering to use, so that the radio frequency instruments are idle.
Disclosure of Invention
The application provides an intelligent skin care method, equipment and a medium, and aims to solve the problems that the existing radio frequency instrument has no personalized skin care function, so that the skin of a user is not intuitively understood, scientific skin care habits cannot be developed, and the radio frequency instrument is idle due to no insisting on using power.
In order to solve the above technical problem, in a first aspect, the present application provides a smart skin care method, including:
generating an integral skin care plan corresponding to a user according to the face information of the user
Acquiring first face image information of a current user;
determining account information of the current user according to the first face image information;
calling the integral skin care plan which is stored in a preset memory and matched with the account information of the current user according to the account information of the current user;
performing a skin care operation in accordance with the overall skin care plan.
Preferably, the step of generating the overall skin care plan corresponding to the user according to the facial information of the user includes:
acquiring second face image information of the user;
registering account information of the user according to the second facial image information;
executing skin detection operation to generate a skin detection result;
modeling according to the second face image information of the user to generate a 3D model of the face of the user;
generating the overall skin care plan according to the 3D model of the face of the user and the skin detection result;
adding the 3D model of the face of the user, the skin detection result and the overall skin care plan to account information of the user, and storing the account information of the user in a preset memory.
Preferably, the step of generating the overall skin care plan according to the 3D model of the face of the user and the skin detection result includes:
analyzing the 3D model of the face of the user and the skin detection result to generate feature data of the face problem area of the user;
generating a special skin care plan of a special problem according to the facial problem area characteristic data of the user;
adding the special skin care plan to the overall skin care plan.
Preferably, the step of generating the overall skin care plan according to the facial problem area feature data of the user includes:
determining a face problem region in the face 3D model based on face problem region feature data;
judging the face problem type of the face problem area;
acquiring a repairing method matched with the face problem type from a preset database according to the face problem type, wherein the repairing method comprises a repairing type matched with the face problem type and preset repairing duration;
and generating the integral skin care plan according to the face problem type and the repair method matched with the face problem type.
Preferably, the step of performing a skin care operation according to the overall skin care plan includes:
judging whether the face problem area is reached or not based on the current position positioning and identifying technology;
if yes, performing skin care operation on the face problem area according to the overall skin care plan;
acquiring the stay time in the face problem area;
and when the stay time is shorter than the preset repair time, sending out voice prompt.
Preferably, after the step of calling the integral skin care plan stored in the preset memory and matched with the account information of the current user according to the account information of the current user, the method includes:
comparing the first face image information of the current user with the corresponding second face image information to obtain face image comparison information;
optimizing the integral skin care plan according to the comparison information to generate an optimized skin care plan;
updating the overall skin care plan with the optimized skin care plan.
Preferably, the step of performing a skin care operation according to the overall skin care plan is followed by:
acquiring a skin care record of a user, wherein the skin care record comprises the skin detection result, the skin care time record and the skin care result;
generating a staged detection report according to the skin detection result within a preset time period in the skin care time record, and generating a staged skin care report according to the skin care result within the preset time period in the skin care time record;
sending the periodic detection report and the periodic skin care report to the user;
generating skin care advice according to the periodical detection report and the periodical skin care report;
sending the skin care advice to the user.
Preferably, after the step of sending the periodic detection report and the periodic skin care report to the user, the method further comprises:
analyzing the periodical detection report and the periodical skin care report to generate skin care stage state information of the user;
acquiring matched skin care products and skin care courses according to the stage state information;
sending the skin care product and skin care tutorial to the user.
In a second aspect, the present application also provides a smart skin care device comprising:
the integral skin care plan generating module is used for generating an integral skin care plan corresponding to the user according to the face information of the user;
the image acquisition module is used for acquiring first face image information of a current user;
the confirmation module is used for determining account information of the current user according to the first face image information;
the skin care plan acquisition module is used for calling the integral skin care plan which is stored in a preset memory and matched with the account information of the current user according to the account information of the current user;
and the skin care execution module is used for executing skin care operation according to the overall skin care plan.
In a third aspect, the present application further provides a computer device, which includes a memory and a processor, wherein the memory stores a computer program, and the processor implements the steps of the intelligent skin care method described in any one of the above when executing the computer program.
In a fourth aspect, the present application also provides a computer readable storage medium having a computer program stored thereon, which when executed by a processor, performs the steps of the intelligent skin care method of any one of the above.
The intelligent skin care method, the intelligent skin care device, the intelligent skin care equipment and the intelligent skin care medium comprise the steps of generating an integral skin care plan corresponding to a user according to face information of the user; acquiring first face image information of a current user; determining account information of the current user according to the first face image information; calling the integral skin care plan which is stored in a preset memory and matched with the account information of the current user according to the account information of the current user; the skin care operation is executed according to the integral skin care plan, a user can establish an independent account, and when skin care is carried out, the integral skin care plan matched with the current user can be intelligently called out after the face image of the user is scanned, so that the user can be urged to carry out skin care according to the integral skin care plan, and the skin care method is beneficial to the user to develop scientific skin care habits.
Drawings
FIG. 1 is a schematic flow diagram of a smart skin care method according to an embodiment;
FIG. 2 is a schematic structural diagram of an intelligent skin care device according to an embodiment;
FIG. 3 is a block diagram illustrating a structure of a computer device according to an embodiment.
The implementation, functional features and advantages of the object of the present application will be further explained with reference to the embodiments, and with reference to the accompanying drawings.
Detailed Description
In order to make the objects, technical solutions and advantages of the present application more clearly understood, the present application is further described in detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are merely illustrative of and not restrictive on the broad application.
As used herein, the singular forms "a", "an", "the" and "the" include plural referents unless the content clearly dictates otherwise. It will be further understood that the terms "comprises" and/or "comprising," when used in this specification, specify the presence of stated features, integers, steps, operations, elements, units, and/or components, but do not preclude the presence or addition of one or more other features, integers, steps, operations, elements, units, components, and/or groups thereof. It will be understood that when an element is referred to as being "connected" or "coupled" to another element, it can be directly connected or coupled to the other element or intervening elements may also be present. Further, "connected" or "coupled" as used herein may include wirelessly connected or wirelessly coupled. As used herein, the term "and/or" includes all or any element and all combinations of one or more of the associated listed items.
It will be understood by those within the art that, unless otherwise defined, all terms (including 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. It will be further understood that terms, such as those defined in commonly used dictionaries, should be interpreted as having a meaning that is consistent with their meaning in the context of the prior art and will not be interpreted in an idealized or overly formal sense unless expressly so defined herein.
Referring to fig. 1, a method for intelligent skin care provided in an embodiment of the present application includes:
s1: generating an integral skin care plan corresponding to a user according to the face information of the user;
s2: acquiring first face image information of a current user;
s3: determining account information of the current user according to the first face image information;
s4: calling the integral skin care plan which is stored in a preset memory and matched with the account information of the current user according to the account information of the current user;
s5: performing a skin care operation in accordance with the overall skin care plan.
As described in the foregoing steps S1-S2, the intelligent skin care method provided by the present application is applied to an intelligent radio frequency beauty instrument, wherein a proximity sensor for detecting whether a face is close to the intelligent radio frequency beauty instrument, a high definition camera (8M camera) for shooting a face, an LED lamp for emitting polarized light and ultraviolet light, and a TOF sensor for 3D modeling of a face are configured on the intelligent radio frequency beauty instrument; the device comprises a memory, a display screen, a processor, a communication unit (a Bluetooth communication unit or a wireless WiFi communication unit) and a loudspeaker for voice broadcast, and a video transformer circuit and a power supply for maintaining the normal operation of the whole intelligent radio frequency beauty instrument, wherein the memory is used for storing a face 3D model modeled by a face 3D, video pictures shot by a camera, skin test results, account information, a skin care plan and the like, the display screen is used for displaying the skin test results, the face 3D model and the skin care plan, the processor is used for data processing, the communication unit is used for communicating with a mobile phone of a user, the loudspeaker is used for voice broadcast, and the video transformer circuit and the power supply are used for maintaining the normal operation of the whole intelligent radio frequency beauty instrument; generating a corresponding overall skin care plan based on the face video or the picture of the user, for example, preliminarily making the overall skin care plan of the user according to the facial features of the user, such as pore size, greasiness, acne growth and the like;
as described in step S3 above, for the face video or the face photo of the user obtained in step S1, based on the face recognition technology, by comparing the face features of the currently used user with the face features of all users stored in the memory, when the face feature of the currently used user matches the face feature of one of all users in the memory, it indicates that the currently used user has registered or established an individual account, and therefore, the identity information and the account information of the user can be determined;
further, if the face features of the currently used user are not matched with the face features of any user in all users in the memory, a voice prompt or a registration tutorial can be sent out to prompt and assist the user to establish a separate account so as to store the skin-related data and the whole skin care plan of the user;
furthermore, when the user starts the mobile phone for facial care each time, after the first face image information of the user is acquired in the step S1, a new skin test is performed on the face of the user based on the video or the photo of the face of the user obtained by scanning the high-definition camera, and the latest skin test report is sent to the user side, wherein the user side can be an intelligent terminal device with a wireless communication function, such as a mobile phone or a tablet computer, the user side is provided with an APK or an APPs associated with the identity information and the account information stored in the memory, and the user side can receive and check the own account information and the related test report, the skin test result, the whole skin care plan and the like through the APK or the APPs
It is worth mentioning that after a new skin test is performed on the face of the user each time, the face area with new skin problems appearing in the latest skin test report is updated in the area corresponding to the face 3D model, the corresponding overall care plan is adjusted based on the latest skin test report and the latest face 3D model, and when the system is used for the second time, the server respectively performs historical tracking detection, tracking repair and recording on the new and old problem areas;
as described in the foregoing steps S4 to S5, after the identity information of the currently used user is confirmed based on face recognition, the account information of the currently used user is called, and the repair and care operation is performed on the problem area of the face according to the whole skin care plan preset or formulated in advance in the account information, and the specific operation modes such as the repair time and the repair manipulation (massage direction) can be subjected to voice broadcast through the speaker of the intelligent radio frequency beauty instrument, for example, the skin muscle at the left cheek of the user is relatively loose, and then the left cheek of the whole skin care plan can be massaged clockwise for 5 minutes and then counterclockwise for 5 minutes according to "the massage at the left cheek needs to be massaged clockwise" to perform voice broadcast, so as to remind the user of making a reasonable care mode, thereby developing a scientific skin care habit.
In one embodiment, the step of generating an overall skin care plan corresponding to the user according to the facial information of the user includes:
acquiring second face image information of the user;
registering account information of the user according to the second facial image information;
executing skin detection operation to generate a skin detection result;
modeling according to the second face image information of the user to generate a 3D model of the face of the user;
generating the overall skin care plan according to the 3D model of the face of the user and the skin detection result;
adding the 3D model of the face of the user, the skin detection result and the whole skin care plan to account information of the user, and storing the account information of the user in a preset memory.
As described above, before a user uses an intelligent radio frequency instrument to perform daily facial skin care, a personal account of the user may be registered by using a high-definition camera to take high-definition pictures or high-definition videos of a plurality of faces, specifically, when the intelligent radio frequency instrument is started for the first time or the user uses the intelligent radio frequency instrument for the first time, the user is guided to connect a mobile phone terminal APK and register the account by means of voice reminding or displaying a corresponding registration course on a display screen of the radio frequency instrument, and when the user takes a facial picture, a distance sensor detects that the face of the user is within a photographing range, a white light, an ultraviolet light and other LED lights arranged around the camera are started and irradiate polarized light, the user takes a picture by the camera in the polarized light mode, and based on a face recognition technology, the face or pupil feature of the user is used, and a user account number associated with the face or pupil feature of the user is registered;
when the high-definition camera shoots high-definition pictures or high-definition videos of the face, skin tests can be performed on the user based on multiple groups of high-definition pictures or high-definition videos of the face shot by the high-definition camera (wherein the high-definition pictures or the high-definition videos need to contain all areas of the face of the user), namely the skin test result of the user can be basically judged by comparing the observation result with various skin characteristics through mainly observing the pore size, the amount of grease, lackluster and skin elasticity and guiding the user to use certain cosmetics for allergy and the like;
then, starting a TOF sensor in the intelligent radio frequency instrument, carrying out face 3D modeling on a current user according to high-definition pictures or high-definition videos of multiple groups of faces shot by a high-definition camera, and forming a face 3D model of the current user, specifically, when the face 3D modeling is carried out, guiding the user to move the intelligent radio frequency instrument in a voice broadcast mode, so that the TOF sensor scans the features of different areas of the face of the user to carry out modeling, wherein the features of the different areas of the face of the user comprise spots, pore sizes, grease amount, lackluster, skin elasticity, acne marks and the like, when the 3D modeling is carried out, the modeling can be carried out according to the face or head shape of the user, and the features can be added into the area corresponding to the face of the user, so that the face can be combined with the 3D model according to skin detection results to construct a 3D model consistent with the face shape of the user and the skin state of each area of the face, and the feature data of the area where problems occur in different face areas of the user can be truly reflected; different care schemes are formulated for different face problems of different face areas of a user to form an integral skin care plan of the user, a face model of the user and the integral skin care plan are added into account information of the user, and the account information of the user is stored in a preset memory, so that the user can care according to the integral skin care plan of the last time when nursing next time.
In one embodiment, the step of generating the overall skin care plan based on the 3D model of the user's face and the skin detection results comprises:
analyzing the 3D model of the face of the user and the skin detection result to generate face problem area characteristic data of the user;
generating a special skin care plan of a special problem according to the facial problem area characteristic data of the user;
adding the special skin care plan to the overall skin care plan.
As described above, after analyzing the face 3D model of the user and the skin detection result, the facial problem area feature data of the user is formed, and according to the facial problem area feature data of the user, a care method matched with the skin problem is called from a preset database to generate an overall skin care plan of the user for different skin problems of different face areas, specifically, if a fishtail appears at an eye corner in the constructed face 3D model, a microcurrent stimulation is performed on the eye corner for 5 minutes to promote and soften the skin and stimulate the blood circulation of the eye corner, if a black head appears at the corresponding left cheek, a small bubble deep cleaning care is performed on the left cheek for 10 minutes to clean the black head at the left cheek, so that different care schemes are made for different facial problems of different face areas of the user based on the facial problem area feature data in the face 3D model of the user to form a special skin care plan of the user, the skin care plan is added to the overall special skin care plan, and when the skin care plan is executed on a corresponding skin care instrument according to the intelligent skin care area.
In one embodiment, the step of generating the special skin care plan based on the facial problem area characteristic data of the user comprises:
determining a face problem region in the face 3D model based on face problem region feature data;
judging the face problem type of the face problem area;
acquiring a repairing method matched with the face problem type from a preset database according to the face problem type, wherein the repairing method comprises a repairing type matched with the face problem type and preset repairing duration;
and generating the integral skin care plan according to the face problem type and the repair method matched with the face problem type.
As described above, the step of generating the overall skin care plan by using the facial problem area characteristic data includes, according to the skin detection result, identifying the area with skin problems detected in the skin detection process in a modeled 3D facial model, generating the facial problem area characteristic data of the user, calling a care method matched with the skin problem type from a preset database for different types of skin problems of different facial areas, and generating the overall skin care plan of the user.
In one embodiment, the step of performing a skin care operation in accordance with the overall skin care plan includes:
identifying whether the face problem area is reached based on a current position positioning identification technology;
if yes, performing skin care operation on the face problem area according to the overall skin care plan;
acquiring the stay time in the face problem area;
and when the stay time is shorter than the preset repair time, sending out voice prompt.
As described above, each time a user performs skin care, the server guides and confirms whether the intelligent radio frequency instrument used by the user reaches a region with a facial problem based on the 3D model of the face of the user, the camera on the intelligent radio frequency instrument and the current position location identification technology, performs skin care operation according to the region with the facial problem corresponding to the region with the facial problem in the overall skin care plan, if "the left cheek needs to be massaged clockwise for 5 minutes and then counterclockwise for 5 minutes" in the overall skin care plan, the server confirms that the intelligent radio frequency instrument used by the user reaches the left cheek based on the 3D model of the face of the user and the camera on the intelligent radio frequency instrument and the current position location identification technology, performs care operation of "massaging the left cheek clockwise for 5 minutes and then massaging the left cheek for 5 minutes" and then massaging the left cheek for 5 minutes counterclockwise ", and simultaneously, the server also records the stay operation duration of the intelligent radio frequency instrument at the left cheek, and reminds the user that the user needs to perform corresponding care operation on the left cheek only after the stay operation duration of the left cheek is less than 10 minutes in the overall skin care plan.
In one embodiment, the step of calling the integral skin care plan stored in the preset memory and matched with the account information of the current user according to the account information of the current user comprises the following steps:
comparing the first face image information of the current user with the corresponding second face image information to obtain face image comparison information;
optimizing the integral skin care plan according to the comparison information to generate an optimized skin care plan;
updating the overall skin care plan with the optimized skin care plan.
As described above, after the user completes the skin care operation on the face of the user according to the integral skin care plan each time, the camera on the intelligent radio frequency instrument records the photo of the user each time, for example, when the user establishes an account and performs skin detection, the shot photo is the second face image information, the photo obtained after the user performs the first integral skin care plan using the intelligent radio frequency instrument is the first face image information, after the first integral skin care plan is executed, the difference between the second face image information and the first face image information is compared, so as to obtain the face image comparison information, that is, after each integral skin care, the photo after the previous skin care is compared, so as to obtain the time difference after the integral skin care plan, so as to judge the skin care effect of the face according to the two images, thereby optimizing the integral skin care plan according to the comparison result, for example, for the "black head" at the cheek ", after the first integral skin care plan is performed, the number of black heads is significantly less, so that the continuous" bubble depth cleaning care "can be adjusted, and the integral skin care operation can be continuously updated according to the use effect of the user in the use process of the integral skin care plan. In one embodiment, the step of performing a skin care operation in accordance with the overall skin care plan is followed by:
acquiring a skin care record of a user, wherein the skin care record comprises the skin detection result, the skin care time record and the skin care result;
generating a staged detection report according to the skin detection result within a preset time period in the skin care time record, and generating a staged skin care report according to the skin care result within a preset time period in the skin care time record;
sending the periodic detection report and the periodic skin care report to the user;
generating skin care advice according to the periodic detection report and the periodic skin care report;
sending the skin care advice to the user.
As mentioned above, after the step of performing the skin care operation according to the overall skin care plan, a skin care record of the user is obtained, specifically, after the user turns on to perform facial care each time, the processor stores the skin care record of each time in the account of the user, where the skin care record includes a skin detection result, a skin care time record, and a skin care result (i.e., a skin change state after care) generated each time facial care is performed, and generates a corresponding staged report according to the records of the skin care time record within a preset time period, such as generating a staged skin care report according to the skin detection result within the preset time period in the skin care time record, and generates a staged skin care report according to the skin care result within the preset time period in the skin care time record, specifically, for example, a previous one-week skin care report and a test report are extracted each week, generating a corresponding staged skin detection report and staged skin care report which are pushed to the user for viewing, and transmitting the extracted skin detection results of the first week to the user in a first week of the second week, and transmitting the first two separate skin care reports to the corresponding first week of the skin care account in a first week, and transmitting the second week of the skin care to the user, and transmitting the corresponding skin care report to the first week of the second week;
furthermore, a skin care report and a test report in the last month can be sent to the user terminal associated with the corresponding user account in a monthly report mode, so that the user can continuously and intuitively know the facial skin care state and related data of the user, the use viscosity of the user is improved, and a scientific care habit is formed; after the step of sending the periodic detection report and the periodic skin care report to the user, the server generates skin care suggestions according to the contents recorded in the periodic detection report and the periodic skin care report, for example, if the facial skin of the user is relatively oily and has relatively many acnes according to the contents recorded in the periodic detection report and the periodic skin care report, the suggestions of "washing the face with warm water more, eating less spicy food, sleeping early" and the like are generated, and the skin care suggestions are sent to the user terminal associated with the corresponding user account.
In one embodiment, after the step of sending the periodic detection report and the periodic skin care report to the user, the method further comprises:
analyzing the periodic detection report and the periodic skin care report to generate skin care stage state information of the user;
acquiring matched skin care products and skin care courses according to the stage state information;
sending the skin care product and skin care tutorial to the user.
As described above, after the step of sending the periodic detection report and the periodic skin care report to the user, the server may analyze the periodic detection report and the periodic skin care report, for example, extract words in the periodic report that can reflect the skin state of the user at the current stage, such as dryness and water shortage, and extract the skin of the user, such as sensitive muscles, according to the periodic detection report, and then obtain, from a preset database or through networking, a relevant skin care product suitable for the "sensitive muscles" to moisturize and a use tutorial of the corresponding skin care product, and send the tutorial to the user side, which may recommend a suitable skin care product to the user according to the skin states at different skin care stages, and help the user select a suitable product.
In one embodiment, the step of sending out a voice prompt when the staying time is shorter than the preset repairing time includes:
acquiring a repairing result of the face problem area;
and adjusting and updating the repairing method according to the repairing result.
As described above, after the problem area of the face is repaired each time, the server may shoot a picture of the repaired problem area of the face again based on the camera of the intelligent radio frequency instrument, judge the repair effect according to the repaired picture, and if the repair effect is good, adjust the repair duration corresponding to the area in the overall skin care plan appropriately to achieve a better repair effect.
In one embodiment, after the step of obtaining the repair result of the facial problem area, the method further includes:
according to the historical repairing result of the face problem area;
and generating a history change graph according to the history repairing result.
As described above, after each repair, a history change map of the face problem area may be generated according to the repair result of each time, that is, the repaired photos taken by the camera after each repair are arranged in the repair time sequence, so that the user may view the change of the face problem area before and after repair from the history change map;
furthermore, the repaired photo can also contain a picture of a non-face problem area, so that a user can conveniently compare the area with the face problem with the area without the face problem, and intuitively know the repairing effect.
Referring to fig. 2, an embodiment of the present application further provides an intelligent skin care device, including:
an overall skin care plan generating module 100, configured to generate an overall skin care plan corresponding to a user according to face information of the user;
an image obtaining module 200, configured to obtain first face image information of a current user;
a confirmation module 300, configured to determine account information of the current user according to the first facial image information;
a skin care plan obtaining module 400, configured to invoke, according to the account information of the current user, the overall skin care plan stored in a preset memory and matched with the account information of the current user;
a skin care execution module 500 for executing a skin care operation according to the overall skin care plan.
As described above, the intelligent skin care device further provided in the embodiment of the present application includes the image acquisition module 200, the confirmation module 300, the skin care plan acquisition module 400, and the skin care execution module 500, which are connected to form the intelligent skin care device, and configured to execute the steps of the intelligent skin care method in any one of the above items, where as described in steps S1-S2, when a user starts a radio frequency instrument to perform skin care, and when a proximity sensor detects that a human face approaches, a high definition camera is triggered to be started to scan the face of the user, so as to obtain a video or a photo of the face of the user; generating a corresponding overall skin care plan based on the face video or the picture of the user, for example, preliminarily making the overall skin care plan of the user according to the facial features of the user, such as pore size, greasiness, acne and the like;
as described in step S2 above, for the face video or the face photo of the user obtained in step S1, based on the face recognition technology, by comparing the face features of the currently used user with the face features of all users stored in the memory, when the face features of the currently used user are matched with the face features of one of all users in the memory, it indicates that the currently used user has registered or established an individual account, and thus, the identity information and the account information of the user can be determined;
furthermore, if the face features of the currently used user are not matched with the face features of any user in all users in the memory, a voice prompt or a registration tutorial can be sent out to prompt and assist the user to establish a separate account so as to store the skin-related data and the skin care plan of the user;
furthermore, when the user starts up to perform facial care each time, after the first facial image information of the user is acquired in step S1, a new skin test is performed on the user 'S face once based on the video or photo of the user' S face obtained by the high-definition camera scanning, and the latest skin test report is sent to the user side, where the user side may be an intelligent terminal device such as a mobile phone or a tablet computer with a wireless communication function, the user side is provided with an APK or an APPs associated with the identity information and the account information stored in the memory, and the user side can receive and view the own account information and the related test report, skin care plan, and the like through the APK or the APPs
It is worth mentioning that the device further comprises an updating module, wherein the updating module is used for updating a face area with a new skin problem appearing in a latest skin test report in an area corresponding to the face 3D model after a new skin test is performed on the face of the user each time, adjusting a corresponding overall care plan based on the latest skin test report and the latest face 3D model, and when the device is used for the second time, the server respectively performs historical tracking detection, tracking repair and recording on the new and old problem areas;
as described in the above steps S3 to S4, after the identity information of the currently used user is confirmed based on the face recognition, the account information of the currently used user is called, and the repair and nursing operations are performed on the problem area of the face according to the skin care plan preset or formulated in advance in the account information, and the specific operation modes such as the repair time and the repair manipulation (massage direction) can be subjected to the voice broadcast through the speaker of the intelligent radio frequency beauty instrument, for example, the skin muscle at the left cheek of the user is relatively loose, and then the left cheek of the whole skin care plan can be massaged clockwise for 5 minutes and then counterclockwise for 5 minutes, and the voice broadcast is performed on the left cheek of the user, so as to remind the user of making a reasonable nursing mode and develop a scientific skin care habit.
In one embodiment, the overall skin care plan generation module 100 includes:
the image acquisition unit is used for acquiring second face image information of the user;
the registration unit is used for registering account information of the user according to the second facial image information;
a detection result acquisition unit for executing skin detection operation and generating a skin detection result;
the modeling unit is used for modeling according to the second face image information of the user and generating a 3D model of the face of the user;
the integral skin care plan generating unit is used for generating the integral skin care plan according to the 3D model of the face of the user and the skin detection result;
the storage unit is used for adding the 3D face model of the user, the skin detection result and the whole skin care plan to account information of the user and storing the account information of the user in a preset memory.
In one embodiment, the overall skin care plan generating unit is further configured to:
analyzing the 3D model of the face of the user and the skin detection result to generate feature data of the face problem area of the user;
generating a special skin care plan of a special problem according to the facial problem area characteristic data of the user;
adding the special skin care plan to the overall skin care plan.
In one embodiment, the overall skin care plan generating unit is further configured to:
determining a face problem region in the face 3D model based on face problem region feature data;
judging the face problem type of the face problem area;
acquiring a repairing method matched with the face problem type from a preset database according to the face problem type, wherein the repairing method comprises a repairing type matched with the face problem type and preset repairing duration;
and generating the integral skin care plan according to the face problem type and the repair method matched with the face problem type.
In one embodiment, the skin care execution module 500 includes:
the recognition unit is used for recognizing whether the face problem area is reached or not based on the current position positioning recognition technology;
a nursing operation executing unit, configured to, if yes, perform a skin nursing operation on the facial problem area according to the overall skin care plan;
a stay time length obtaining unit, configured to obtain a stay time length in the face problem area;
and the voice reminding unit is used for sending out voice reminding when the stay time is less than the preset restoration time.
In one embodiment, the apparatus further comprises an alignment unit configured to:
comparing the first face image information of the current user with the corresponding second face image information to obtain face image comparison information;
optimizing the integral skin care plan according to the comparison information to generate an optimized skin care plan;
updating the overall skin care plan with the optimized skin care plan.
In one embodiment, the device further comprises a skin care record acquisition module comprising:
the skin care record acquisition unit is used for acquiring a skin care record of a user, wherein the skin care record comprises the skin detection result, the skin care time record and the skin care result;
a staged report generation unit, configured to generate a staged detection report according to the skin detection result within a preset time period in the skin care time record, and generate a staged skin care report according to the skin care result within a preset time period in the skin care time record;
a first sending unit, configured to send the periodic detection report and the periodic skin care report to the user;
the skin care suggestion generation unit is used for generating skin care suggestions according to the periodical detection report and the periodical skin care report;
a second sending unit for sending the skin care advice to the user.
In one embodiment, the record obtaining module further comprises:
a staged state information generating unit, configured to analyze the staged detection report and the staged skin care report, and generate skin care staged state information of the user;
the skin care matching unit is used for acquiring matched skin care products and skin care courses according to the stage state information;
a third sending unit for sending the skin care product and the skin care tutorial to the user.
In one embodiment, the overall skin care plan generating unit includes:
a face problem region positioning subunit, configured to determine a face problem region in the 3D model of the face based on face problem region feature data;
a judging subunit, configured to judge a face problem type of the face problem area;
the repairing method generating subunit is used for acquiring a repairing method matched with the face problem type from a preset database according to the face problem type, wherein the repairing method comprises a repairing type matched with the face problem type and preset repairing duration;
and the integral skin care plan generating subunit is used for generating the skin care plan according to the face problem type and the repair method matched with the face problem type.
In one embodiment, the skin care delivery module 500 further comprises:
a repair result acquisition unit for acquiring a repair result of the face problem area;
and the repairing method updating unit is used for adjusting and updating the repairing method according to the repairing result.
In one embodiment, the skin care execution module 500 further comprises:
a historical repair result acquisition unit for acquiring a historical repair result of the face problem area;
and the history change map generation unit is used for generating a history change map according to the history repairing result.
Referring to fig. 3, a computer device, which may be a server and whose internal structure may be as shown in fig. 3, is also provided in the embodiment of the present application. The computer device includes a processor, a memory, a network interface, and a database connected by a system bus. Wherein the computer designed processor is used to provide computational and control capabilities. The memory of the computer device comprises a nonvolatile storage medium and an internal memory. The non-volatile storage medium stores an operating system, a computer program, and a database. The internal memory provides an environment for the operation of an operating system and computer programs in the non-volatile storage medium. The database of the computer device is used for storing data and the like generated when the intelligent skin care method is executed. The network interface of the computer device is used for communicating with an external terminal through a network connection. The computer program is executed by a processor to implement a smart skin care method.
Those skilled in the art will appreciate that the architecture shown in fig. 3 is only a block diagram of some of the structures associated with the disclosed aspects and is not intended to limit the computing devices to which the disclosed aspects may be applied.
An embodiment of the present application further provides a computer readable storage medium having stored thereon a computer program which, when executed by a processor, implements an intelligent skin care method. It is to be understood that the computer-readable storage medium in the present embodiment may be a volatile-readable storage medium or a non-volatile-readable storage medium.
It will be understood by those skilled in the art that all or part of the processes of the methods of the embodiments described above can be implemented by hardware instructions of a computer program, which can be stored in a non-volatile computer-readable storage medium, and when executed, can include the processes of the embodiments of the methods described above. Any reference to memory, storage, database or other medium provided herein and used in the examples may include non-volatile and/or volatile memory. Non-volatile memory can include read-only memory (ROM), programmable ROM (PROM), electrically Programmable ROM (EPROM), electrically Erasable Programmable ROM (EEPROM), or flash memory. Volatile memory can include Random Access Memory (RAM) or external cache memory. By way of illustration and not limitation, RAM is available in a variety of forms such as Static RAM (SRAM), dynamic RAM (DRAM), synchronous DRAM (SDRAM), dual data rate SDRAM (SSRDRAM), enhanced SDRAM (ESDRAM), synchronous Link (SLDRAM), rambus (Rambus) direct RAM (RDRAM), direct Rambus Dynamic RAM (DRDRAM), and Rambus Dynamic RAM (RDRAM), among others.
It should be noted that, in this document, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, apparatus, article, or method that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, apparatus, article, or method. Without further limitation, an element defined by the phrase "comprising one of 8230, and" comprising 8230does not exclude the presence of additional like elements in a process, apparatus, article, or method comprising the element.
The above description is only a preferred embodiment of the present application, and not intended to limit the scope of the present application, and all modifications of equivalent structures and equivalent processes, which are made by the contents of the specification and the drawings of the present application, or which are directly or indirectly applied to other related technical fields, are also included in the scope of the present application.

Claims (10)

1. A smart skin care method, comprising:
generating an integral skin care plan corresponding to a user according to the face information of the user;
acquiring first face image information of a current user;
determining account information of the current user according to the first facial image information;
calling the integral skin care plan which is stored in a preset memory and matched with the account information of the current user according to the account information of the current user;
performing a skin care operation in accordance with the overall skin care plan.
2. The intelligent skin care method according to claim 1, wherein the step of generating the skin care plan corresponding to the user according to the facial information of the user comprises:
acquiring second face image information of the user;
registering account information of the user according to the second facial image information;
executing skin detection operation to generate a skin detection result;
modeling according to the second face image information of the user to generate a 3D model of the face of the user;
generating the overall skin care plan according to the 3D model of the face of the user and the skin detection result;
adding the 3D model of the face of the user, the skin detection result and the overall skin care plan to account information of the user, and storing the account information of the user in a preset memory.
3. The smart skin care method of claim 2, wherein the step of generating the overall skin care plan based on the 3D model of the user's face and the skin detection results comprises:
analyzing the 3D model of the face of the user and the skin detection result to generate feature data of the face problem area of the user;
generating a special skin care plan of a special problem according to the facial problem area characteristic data of the user;
adding the special skin care plan to the overall skin care plan.
4. The intelligent skin care method according to claim 2, wherein the step of generating the overall skin care plan based on the facial problem area characteristic data of the user comprises:
determining a face problem area in the face 3D model based on face problem area feature data;
judging the face problem type of the face problem area;
acquiring a repairing method matched with the face problem type from a preset database according to the face problem type, wherein the repairing method comprises a repairing type matched with the face problem type and preset repairing duration;
and generating the integral skin care plan according to the face problem type and the repair method matched with the face problem type.
5. The smart skin care method of claim 4 wherein the step of performing a skin care operation in accordance with the overall skin care plan comprises:
judging whether the problem area of the face is reached or not based on the current position positioning and identifying technology;
if yes, performing skin care operation on the face problem area according to the overall skin care plan;
acquiring the stay time in the face problem area;
and when the stay time is shorter than the preset restoration time, sending out voice prompt.
6. The smart skin care method according to claim 2, wherein the step of calling the integral skin care plan stored in the preset memory and matched with the account information of the current user according to the account information of the current user is followed by:
comparing the first face image information of the current user with the corresponding second face image information to obtain face image comparison information;
optimizing the integral skin care plan according to the comparison information to generate an optimized skin care plan;
updating the overall skin care plan with the optimized skin care plan.
7. The smart skin care method of claim 2, wherein the step of performing a skin care operation in accordance with the skin care plan is followed by:
acquiring a skin care record of a user, wherein the skin care record comprises the skin detection result, the skin care time record and the skin care result;
generating a staged detection report according to the skin detection result within a preset time period in the skin care time record, and generating a staged skin care report according to the skin care result within the preset time period in the skin care time record;
sending the periodic detection report and the periodic skin care report to the user; intelligent skin care
Generating skin care advice according to the periodic detection report and the periodic skin care report;
sending the skin care advice to the user.
8. The smart skin care method of claim 7, wherein after the step of sending the periodic detection report and the periodic skin care report to the user, further comprising:
analyzing the periodic detection report and the periodic skin care report to generate skin care stage state information of the user;
acquiring matched skin care products and skin care courses according to the stage state information;
sending the skin care product and skin care tutorial to the user.
9. A computer device comprising a memory having a computer program stored therein and a processor that when executed implements the steps of the smart skin care method of any of claims 1-7.
10. A computer-readable storage medium, having stored thereon a computer program which, when executed by a processor, carries out the steps of the smart skin care method of any one of claims 1 to 7.
CN202211202324.4A 2022-09-29 2022-09-29 Intelligent skin care method, equipment and medium Pending CN115547460A (en)

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Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116504349A (en) * 2023-04-27 2023-07-28 广东花至美容科技有限公司 Beauty instrument nursing report generation and display method, storage medium and electronic equipment
CN117379005A (en) * 2023-11-21 2024-01-12 欣颜时代(广州)技术有限公司 Skin detection control method, device, equipment and storage medium of beauty instrument
CN117379005B (en) * 2023-11-21 2024-05-28 欣颜时代(广州)技术有限公司 Skin detection control method, device, equipment and storage medium of beauty instrument

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116504349A (en) * 2023-04-27 2023-07-28 广东花至美容科技有限公司 Beauty instrument nursing report generation and display method, storage medium and electronic equipment
CN116504349B (en) * 2023-04-27 2024-04-12 广东花至美容科技有限公司 Beauty instrument nursing report generation and display method, storage medium and electronic equipment
CN117379005A (en) * 2023-11-21 2024-01-12 欣颜时代(广州)技术有限公司 Skin detection control method, device, equipment and storage medium of beauty instrument
CN117379005B (en) * 2023-11-21 2024-05-28 欣颜时代(广州)技术有限公司 Skin detection control method, device, equipment and storage medium of beauty instrument

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