WO2018202065A1

WO2018202065A1 - Artificial intelligence-based system for recommending cosmetic product and service

Info

Publication number: WO2018202065A1
Application number: PCT/CN2018/085423
Authority: WO
Inventors: 周思凡
Original assignee: 杭州美界科技有限公司
Priority date: 2017-05-03
Filing date: 2018-05-03
Publication date: 2018-11-08
Also published as: CN108784651A

Abstract

Provided is an artificial intelligence-based system for recommending cosmetic products and services, comprising: a detection device; a server; and a client. The detection device is used to acquire detection data about skin, nails and scalp, and to transmit the same to the server. The server comprises: a data processing module for processing the detection data to obtain physiological characteristic information of a person under test; and a determination module for comparing the physiological characteristic information with a standard physiological characteristic value to obtain a comparison result. If the comparison result is greater than a first preset threshold and less than a second preset threshold, a first category of beauty care advice information is outputted. If the comparison result is greater than the second preset threshold and less than a third preset threshold, a second category of beauty care advice information is outputted. If the comparison result is greater than the third preset threshold, a third category of beauty care advice information is outputted. The client is used to receive beauty care advice information pushed by the server. The present invention enables a user to acquire beauty care advice information at anytime and anywhere to ascertain personal skin health.

Description

Recommendation system for beauty products and services based on artificial intelligence

Technical field

The invention relates to the technical field of detecting skin, nails and hair, in particular to a recommendation system of beauty products and services based on artificial intelligence.

Background technique

As people's pursuit of beauty continues to improve, various products and services in the beauty industry, including beauty salons, have sprung up in people's eyes. People need to know their skin or nails and their scalp or hair health. Usually, you choose to go to the beauty agency to judge the care part of your body through the technician or sales staff, and then understand the health status of your care part according to the judgment result, and then select the corresponding care product, but for each person's skin or nail and scalp hair When making judgments, the accuracy of the judgment results is often influenced by the professionalism and professional experience of the beauty care professional. In addition, people need to go to a special beauty agency every time they need to know the state of their care parts, which is not only time-consuming and laborious, but also costly. Larger, there is an urgent need for a beauty detection management and recommendation system that can accurately detect each nursing site and facilitate the user to quickly obtain the health status of the nursing site.

Summary of the invention

In view of the above problems in the prior art for beauty care management, it is now provided to realize that the various care items of the user can be detected anytime and anywhere, and timely obtain the beauty care suggestion information, so that the user can timely understand the care part of the user. A recommendation system for health products and services.

The specific technical solutions are as follows:

A recommendation system for aesthetic products and services based on artificial intelligence, including:

a detecting device for detecting a skin, a nail, a scalp or a hair of the subject to obtain detection data corresponding to the detected position;

The server is connected to the detecting device by means of a wireless connection, and the detecting device is configured to send the detection data to the server;

The server includes:

a data processing module, configured to process the detection data to obtain physiological characteristic information corresponding to the detection location;

The determining module is connected to the data processing module, and the determining module is configured to compare the physiological characteristic information with a preset standard physiological characteristic value to obtain a comparison result;

If the comparison result is greater than a first preset threshold and less than a second preset threshold, a pre-generated first type of beauty care suggestion information is output;

If the comparison result is greater than the second preset threshold and less than a third preset threshold, outputting a second type of beauty care suggestion information generated in advance;

If the comparison result is greater than the third preset threshold, a third type of beauty care suggestion information generated in advance is output;

The client is connected to the server to receive the beauty care suggestion information pushed by the server. Preferably, the detecting device detecting the detection data comprises:

a capacitance sensor for detecting the skin of the subject to obtain capacitance detection data capable of reflecting skin moisture, that is, moisture detection data;

a CMOS sensor for capturing dermis and epidermis, nails, scalp or hair of the subject to obtain image detection data, wherein the image detection data includes detection data of dermis and epidermal physiological characteristics;

a data processing unit, coupled to the capacitance sensor and the CMOS sensor, for processing the capacitance detection data, the dermis and skin detection data, and the image detection data to form a predetermined format file;

And transmitting, by the detecting device, the predetermined format file to the server.

Preferably, the server parses the received predetermined format file to obtain the detection data;

The detection data includes the capacitance detection data, the dermis and skin detection data, and the image detection data;

The data processing module is configured to process the capacitance detection data and the dermis and skin detection data to obtain a moisture characteristic value corresponding to the capacitance detection data, and various skin characteristics corresponding to the dermis and skin detection data. value;

The standard physiological characteristic value includes a standard moisture characteristic value corresponding to the capacitance detection data, and oil, wrinkles, pores, acne, pigmentation, skin color, skin tolerance, various types of skin corresponding to the dermis and epidermal detection data. Characteristics of dermatitis symptoms, hair types, etc.

Preferably, the server further includes an image processing module;

The image processing module is configured to perform feature extraction on the obtained dermis and epidermis in the image detection data to obtain distribution values of various physiological features of the dermis skin;

The standard physiological characteristic value includes a standard distribution value corresponding to the physiological characteristic distribution value.

Preferably, the detecting device comprises a wireless communication unit, and the wireless unit module is configured to establish a remote wireless connection with the first server.

Preferably, the detecting device randomly generates an identity identifier when performing skin detection on the detected object, and binding the identity identifier and the image detection data to the server;

The data processing module further includes a storage module:

The storage module is connected to the data processing module, and configured to save the detection data according to the identity indication;

The storage module is further configured to save the standard physiological characteristic information and each type of beauty care suggestion information.

Preferably, the client provides an operation interface;

The operation interface is configured to acquire identity information of the detected object, and send the identity information to the server for registration;

The client receives the beauty care recommendation information of the corresponding category pushed by the server after the registration is successful.

Preferably, the management terminal is further connected to the server, and the management terminal is configured to edit or modify each type of beauty care suggestion information saved in the server.

Preferably, the client is a smartphone or a tablet.

The above technical solution has the following advantages or beneficial effects: the skin and hair of the user can be detected anytime and anywhere, the detection data is processed by the server, and the physiological characteristic information formed by the treatment is compared with the standard physiological characteristic information to obtain a comparison result. After comparing the comparison result with the set threshold value, the skin and hair health degree can be obtained, and the corresponding beauty care suggestion information is pushed to the client of the test subject according to the health degree of the skin and the hair, so that the testee can be timely Learn about your skin and your hair's health.

DRAWINGS

Embodiments of the present invention are described more fully with reference to the accompanying drawings. However, the attached drawings are for illustration and illustration only and are not intended to limit the scope of the invention.

1 is a schematic structural view of an embodiment of a recommendation system for a cosmetic product and service based on artificial intelligence according to the present invention;

2 is a schematic structural diagram of a detection device in an embodiment of a recommendation system for an artificial intelligence-based beauty product and service according to the present invention;

FIG. 3 is a schematic structural diagram of a server according to an embodiment of a recommendation system for an artificial intelligence-based beauty product and service according to the present invention.

1, detection equipment; 2, server; 3, client; 4, management; 11, capacitive sensor; 13, CMOS sensor; 13, data processing unit; 14, wireless communication unit; 21, data processing module; Judging module; 23, storage module; 211, image processing module;

detailed description

The technical solutions in the embodiments of the present invention are clearly and completely described in the following with reference to the accompanying drawings in the embodiments of the present invention. It is obvious that the described embodiments are only a part of the embodiments of the present invention, but not all embodiments. All other embodiments obtained by a person of ordinary skill in the art based on the embodiments of the present invention without creative efforts are within the scope of the present invention.

It should be noted that the embodiments in the present invention and the features in the embodiments may be combined with each other without conflict.

The invention is further illustrated by the following figures and specific examples, but is not to be construed as limiting.

The technical solution of the present invention includes a recommendation system of beauty products and services based on artificial intelligence.

An embodiment of a recommendation system for cosmetic products and services based on artificial intelligence, as shown in FIG. 1, includes:

Detecting device 1 for detecting skin, nails, scalp or hair of a subject to obtain detection data on a corresponding detection position of the care site;

The server 2 is connected to the detecting device 1 by means of a wireless connection, and the detecting device 1 is configured to send the detection data to the server 2;

Server 2 includes:

The data processing module 21 is configured to process the detection data to obtain physiological characteristic information of the corresponding detected position;

The determining module 22 is connected to the data processing module 21, and the determining module 22 is configured to compare the physiological characteristic information with a preset standard physiological characteristic value to obtain a comparison result;

If the comparison result is greater than the second preset threshold and less than a third preset threshold, the second type of beauty care suggestion information generated in advance is output;

The client 3 is connected to the server 2 for receiving the beauty care suggestion information pushed by the server 2.

In view of the need for existing users to test their skin and hair, it is necessary to arrange time to go to the relevant beauty agency to test their skin and hair, which is time-consuming and labor-intensive, as well as the professional level and practice of beauty caregivers and sales personnel. Limitations of experience.

In the invention, the user can detect the skin, the nail and the scalp of the skin by the detecting device 1 anytime and anywhere, and the server 2 can process and analyze the data acquired by the detecting to obtain the physiological characteristic information of the detected object, which needs to be explained. The position of the detected skin is not particularly limited and may include the position of the face, the back, the scalp, the nail, the hair, etc., and the detection data may be the moisture of the skin of the subject, that is, the capacitance detection data, and the detected skin physiological characteristic data is not limited. May include oil, wrinkles, pores, acne, pigmentation, skin color, skin tolerance, various types of dominant dermatitis symptoms, hair quality and other test data, that is, dermis and epidermal detection data sets;

The detecting device 1 can choose to detect only one of the indicators such as skin moisture, and can also select to detect all the indicators;

If it is a single indicator such as skin moisture detection data, the skin moisture detection data is processed by the server 2 to obtain the moisture value of the moisture detection data, and the moisture value is compared with the preset standard physiological characteristic information, that is, the standard moisture value. Obtain a comparison result;

The different thresholds indicate the value of the surface moisture value of the skin. If the threshold value is less than the first preset threshold, the skin is in a dry state. If the threshold is greater than the first preset threshold, the threshold is slightly dry, and if the threshold is greater than the second Setting the threshold to be less than the third predetermined threshold indicates that the skin moisture is good;

According to different skin dryness, the corresponding beauty care suggestions are pushed, for example, if the skin is dry, the pre-set care suggestions may be specific methods for replenishing moisture, and recommended hydrating products and services.

It should be noted that different detection data are respectively analyzed and judged according to different threshold values.

In a preferred embodiment, as shown in FIG. 2, detecting the detection data by the detecting device 1 includes:

a capacitance sensor 11 for detecting a capacitance value of a skin of the subject or a surface of the scalp to obtain moisture detection data;

The CMOS sensor 12 is configured to capture the dermis and the skin of the subject to obtain image detection data, and the image detection data includes oil detection data;

The data processing unit 13 is connected to the capacitive sensor 11 and the CMOS sensor 12 for processing the moisture detection data, the oil component detection data and the image detection data into a predetermined format file;

And transmitting the predetermined format file to the server 2 through the detecting device 1.

In the above technical solution, the detecting device 1 opens all the detection indexes, that is, detects the moisture, the oil component and the image of the skin surface of the skin surface of the subject, and sends all the detection data to form a predetermined format file and sends it to the server 2 Processing and analyzing each test data through the server 2;

It should be noted that the server 2 sets different standard physiological characteristic values for the different detection data, and the first preset threshold, the second preset threshold, and the third preset threshold, thereby implementing different physiological characteristic values. Make an accurate judgment;

In the above technical solution, the CMOS sensor is used to obtain a picture of the hair of the subject, and then the image of the hair is processed by the server to determine the hair quality of the subject, and then the relevant beauty care suggestion information is pushed. The hair care recommendation, the hair care recommendation also includes relevant hair care products and service information pushed according to the quality of the test subject;

The dermis and epidermal physiological characteristics detected by CMOS sensors also include skin conditions such as oil, wrinkles, pore cleanliness, acne, pigmentation, skin tone, skin tolerance, and dermatitis.

In a preferred implementation manner, the server 2 parses the received predetermined format file to obtain detection data.

The test data includes capacitance detection data, dermis and epidermal image detection data;

The data processing module 21 is configured to process the moisture detection data and the oil component detection data to obtain a moisture characteristic value corresponding to the moisture detection data, and an oil component characteristic value corresponding to the oil component detection data;

The standard physiological characteristic value includes a standard moisture characteristic value corresponding to the moisture characteristic value and a standard oil component characteristic value corresponding to the oil component characteristic value.

In the above technical solution, the standard characteristic values corresponding to the moisture and the oil content of the human skin are different. Therefore, it is necessary to set a corresponding standard moisture characteristic value for the moisture detection data and set a corresponding standard oil component characteristic value for the oil component detection data;

When the server 2 performs the judgment, it first needs to determine the type of the detected data, and if it is the moisture detection data, the standard moisture feature value is called for comparison;

Similarly, if the oil is detected, the standard oil scores are called for comparison;

Further, the server 2 sets different standard physiological characteristic values for the different detection data, and the first preset threshold, the second preset threshold, and the third preset threshold, thereby implementing accurate on different physiological feature values. Judgment.

In a preferred embodiment, as shown in FIG. 3, the data processing module 21 further includes an image processing module 211;

The image processing module 211 is configured to perform feature extraction on the obtained acne marks in the image image detection data to obtain a acne distribution value;

The standard physiological characteristic value includes a standard distribution value corresponding to the acne distribution value.

In the above technical solution, the image of the surface of the skin of the subject is obtained to analyze whether the surface of the skin of the subject is acne, and the server 2 extracts the feature of the image detection data to obtain the acne distribution value of the current detection area. Further comparing the acne distribution value with the standard distribution value to obtain a comparison result;

The image picture can also analyze the distribution of the color spots of the skin at the detection position corresponding to the detected object, and judge according to the distribution value of the color spot, and then push relevant skin care products and services in the beauty care suggestion information;

The image image can also analyze the distribution of the wrinkles of the skin at the detection position corresponding to the detected object, and judge according to the wrinkle distribution value, and then push relevant skin care products and services in the beauty care suggestion information;

The image image can also analyze the distribution of the skin color of the skin at the detection position corresponding to the subject, and judge according to the skin color distribution value, and then push the relevant skin care products and services in the beauty care suggestion information;

The image image can also analyze the distribution of skin tolerance of the skin at the detection position corresponding to the subject, and judge according to the skin tolerance distribution value, and then push relevant skin care products and services in the beauty care suggestion information;

The image image can also analyze the hair quality distribution of the hair of the subject, and judge according to the distribution value of the hair quality, and then push relevant hair care products and services in the hair care recommendation information;

Or, the presence or absence of information such as onychomycosis on the nail of the testee is detected, and the related nail care products and services are pushed in the beauty care suggestion information.

It should be noted that the server 2 sets corresponding standard physiological feature values, and a first preset threshold, a second preset threshold, and a third preset threshold for different detection data and corresponding different detection positions, thereby implementing Make accurate judgments on different physiological characteristic values.

In a preferred embodiment, the detecting device 1 includes a wireless communication unit 14 for establishing a remote wireless connection with the first server 2.

In the above technical solution, the wireless communication unit 14 may select a WIFI module or a GSM module.

In a preferred embodiment, the detecting device 1 randomly generates an identity when performing skin detection on the subject, and binds the identity indication and the image detection data to the server 2;

The server 2 also includes a storage module 23:

The storage module 23 is connected to the data processing module 21 for saving the detection data according to the identity indication;

The storage module 23 is also used to store standard physiological characteristic information, as well as each type of beauty care advice information.

In the above technical solution, the randomly generated identity indicator is used to distinguish the identity of different subjects, and the identity indicator is bound to different types of detection data.

In a preferred embodiment, the client 3 provides an operation interface;

The operation interface is configured to acquire identity information of the detected object, and send the identity information to the server 2 for registration;

The client 3 receives the beauty care suggestion information of the corresponding category pushed by the server 2 after the registration is successful.

In the above technical solution, the detected identity identifier is sent to the server 2 during the registration process, and the server 2 sends the generated skin care recommendation to the client 3 according to the identity indication; if the detected person needs to perform the skin again The identity indicator generated directly at the time of detection may be used, so that the user can receive the skin care suggestion information pushed by the server 2 through the client 3 when the user performs the detection on the different detecting device 1.

In a preferred embodiment, the management terminal 4 is connected to the server 2, and the management terminal 4 is configured to edit or modify each type of beauty care recommendation information saved in the server 2. .

In the above technical solution, the manager of the management terminal 4 can edit the beauty care suggestion information, wherein the beauty care suggestion information can include a skin care product related to the skin problem, which is convenient for the targeted purchase by the test subject.

In a preferred embodiment, the client 3 is a smartphone or a tablet.

It should be noted that the client 3 is not limited to a smart phone or a tablet, and can be any terminal device with mobile communication.

The above is only a preferred embodiment of the present invention, and is not intended to limit the scope of the embodiments and the scope of the present invention, and those skilled in the art should be able to Alternatives and obvious variations are intended to be included within the scope of the invention.

Claims

A recommendation system for aesthetic products and services based on artificial intelligence, characterized in that it comprises:

a detecting device for detecting a skin, a nail, a scalp or a hair of the subject to obtain detection data corresponding to the detected position;

The server is connected to the detecting device by means of a wireless connection, and the detecting device is configured to send the detection data to the server;

The server includes:

a data processing module, configured to process the detection data to obtain physiological characteristic information corresponding to the detection location;

The determining module is connected to the data processing module, and the determining module is configured to compare the physiological characteristic information with a preset standard physiological characteristic value to obtain a comparison result;

If the comparison result is greater than a first preset threshold and less than a second preset threshold, a pre-generated first type of beauty care suggestion information is output;

If the comparison result is greater than the second preset threshold and less than a third preset threshold, outputting a second type of beauty care suggestion information generated in advance;

If the comparison result is greater than the third preset threshold, a third type of beauty care suggestion information generated in advance is output;

The client is connected to the server to receive the beauty care suggestion information pushed by the server.
The recommendation system of the beauty products and services according to claim 1, wherein the detecting device detecting the detection data comprises:

a capacitance sensor for detecting moisture of a surface of the skin of the subject to obtain moisture detection data;

a CMOS sensor for capturing the dermis and the skin, the nail, the scalp or the hair of the subject to obtain image detection data, wherein the image detection data includes oil detection data;

a data processing unit, coupled to the capacitive sensing and the CMOS sensor, for processing the moisture detection data, the oil component detection data, and the image detection data to form a predetermined format file;

And transmitting, by the detecting device, the predetermined format file to the server.
The recommendation system of the beauty products and services according to claim 2, wherein the server parses the received predetermined format file to obtain the detection data;

The detection data includes the moisture detection data, the oil component detection data, and the image detection data;

The data processing module is configured to process the moisture detection data and the oiliness detection data to obtain a moisture characteristic value corresponding to the moisture detection data, and an oil component characteristic value corresponding to the oil component detection data;

The standard skin feature value includes a standard moisture feature value corresponding to the moisture feature value and a standard oil component feature value corresponding to the oil component feature value.
The recommendation system of the beauty products and services according to claim 2, wherein the data processing module further comprises an image processing module;

The image processing module is configured to perform feature extraction on the acquired acne marks in the image detection data to obtain a acne distribution value;

The standard skin feature value includes a standard distribution value corresponding to the acne distribution value.
The recommendation system of the beauty products and services according to claim 1, wherein the detecting device comprises a wireless communication unit, and the wireless communication unit is configured to establish a remote wireless connection with the first server.
The recommendation system of the beauty products and services according to claim 1, wherein the detecting device randomly generates an identity when performing dermis and skin detection on the skin of the subject, and the identity is The label is bound to the image detection data and sent to the server;

The server further includes a storage module:

The storage module is connected to the data processing module, and configured to save the detection data according to the identity indication;

The storage module is further configured to save the standard skin feature information and each type of beauty care suggestion information.
The recommendation system of the beauty products and services according to claim 1, wherein the client provides an operation interface;

The operation interface is configured to acquire identity information of the detected object, and send the identity information to the server for registration;

The client receives the beauty care recommendation information of the corresponding category pushed by the server after the registration is successful.
The recommendation system of the beauty products and services according to claim 1, further comprising a management terminal, wherein the management terminal is connected to the server, and the management terminal is configured to save the server Each type of beauty care advice information is edited or modified.
The recommendation system for the beauty products and services according to claim 1, wherein the client is a smartphone or a tablet.