CN112465606A

CN112465606A - Cosmetic customization system

Info

Publication number: CN112465606A
Application number: CN202011572182.1A
Authority: CN
Inventors: 杨洪宇; 其他发明人请求不公开姓名
Original assignee: Lehuo Nature Beijing Technology Co ltd
Current assignee: Lehuo Nature Beijing Technology Co ltd
Priority date: 2020-12-27
Filing date: 2020-12-27
Publication date: 2021-03-09

Abstract

A cosmetic customization system, the core structure is as follows: the intelligent order generation module, the intelligent order big data receiving and distributing module, the intelligent production module and the intelligent warehousing and delivery module; the order generation adopts a self-contained lens of a smart phone of a user to shoot a skin image of the user, the skin type of the user is automatically determined by combining an artificial intelligence recognition technology, and a visual effect after the cosmetics are used is virtually and instantly displayed in an overlapping mode on a personal image of the user, so that the type of the cosmetics is intelligently recommended for the user; in the intelligent production link, a batch production mode is adopted through order big data generated from a user set. Compared with the prior art, the system is more convenient for users to use, and the experience is more visual and interesting; meanwhile, the problem of high consumption of the production end of the existing customization technology is greatly reduced.

Description

Cosmetic customization system

Technical Field

The invention belongs to the technical field of artificial intelligence application, and particularly relates to a cosmetic customization system.

Background

Health and beauty are a common need for the public of contemporary society. In the field of cosmetics, consumers want to find cosmetics, peripheral products, services, related food and medicine, work and rest, sports and other comprehensive matching prescriptions which meet the requirements of age bracket, skin, face shape, activity scene, aesthetic personality and the like. Meanwhile, with the development of information technology, artificial intelligence is gradually integrated into various aspects of production, life and the like of the society so as to meet the pursuit of the public on good life; how to help the public to gain health and beauty with the help of the artificial intelligence technology also becomes an important application technology direction of the artificial intelligence.

A system for customizing skin care products is presented in the prior art, namely a method for customizing skin care products (application No. 201710073614.6, application publication No. CN 106845127A), and the problem of personalized skin care is well solved. The core characteristics are as follows: "inputting skin information of a user to a formula management system; generating a solution code by the recipe management system; inputting a solution code into a single piece production line; and performing, by the singleton production line, singleton production according to the entered solution code, further comprising the steps of: the user selects answers on the skin questionnaire according to the skin of the user; and generating skin information of the user according to the answer. … wherein the skin questionnaire comprises a field questionnaire and online questionnaire … further comprises the steps of: ultraviolet photographing is performed on the skin of the user to obtain skin information of the user. Therefore, the existing technology for customizing the skin care product has the advantages that the mode for acquiring the skin information of the user is 'questionnaire' and 'ultraviolet shooting' is carried out on the skin of the user, and the production mode is 'single-piece production'.

In the current society that smart phones increasingly become mass life information centers, the functions of smart phone platforms need to be better played so as to better and more conveniently meet the needs of the masses on health and beauty. It is known that a common smart phone does not have the function of a professional camera, namely ultraviolet photographing, and even if the smart phone is extremely unique, the ultraviolet rays can easily damage human eyes during photographing; the questionnaire mode is practical, but is slightly monotonous and uninteresting; meanwhile, the prior art can not show the visual change of the appearance of the user after the user uses the cosmetics; furthermore, the problem of low efficiency and high consumption caused by the mode of 'single piece production' is solved.

Disclosure of Invention

The invention belongs to the technical field of artificial intelligence application, and particularly relates to an intelligent cosmetic customization system. The method comprises the following specific steps:

the term "cosmetic" as used herein includes, but is not limited to, skin care products, make-up products, kits, skin care products, work and exercise prescriptions, and other related items, services, and other related measures for protecting skin, improving skin, delaying skin aging, modifying and beautifying the appearance, etc.

The core structure of the system comprises: the intelligent order generation module, the intelligent order big data receiving and distributing module, the intelligent production module and the intelligent warehousing and delivery module;

wherein, order intelligence generation module includes: the intelligent analysis and planning system comprises a user side information acquisition submodule, an information processing intelligent submodule, an analysis and decision intelligent submodule, an output planning intelligent submodule, an output control intelligent submodule and a user side output submodule.

The intelligent order generation module specifically operates as follows:

firstly, the intelligent matching function of the skin care product formula is as follows:

preparing a system background, namely classifying various skins, and designing different skin care product types (including formulas, production processes, using methods, product specifications, product prices and the like) for different skin types to correspond to the skin care product types; building a skin type model library at the background of the computer intelligent system, and assigning characteristic parameters such as related image characteristic parameters to each skin type; and inputting a program for extracting relevant characteristic parameters aiming at the input information such as the skin image of the user. The part can be built manually or can be built by manual intelligent means such as machine learning including deep learning;

the method comprises the steps that a user side uses process description, after entering a system client side, a mobile phone camera is started to obtain a user skin image and transmits the user skin image to a background, a background program extracts relevant skin characteristic parameters aiming at the input user skin image and compares the parameters with parameters corresponding to a skin model stored in a background database in advance, and therefore the skin type of the user is determined; matching the determined skin type with the corresponding skin care product type, and presenting the skin care product type to a user for confirmation and ordering;

an auxiliary function unit, namely when skin information is collected, the system adopts an original film mode and reminds a user to carry out the operation in a plain state;

color correction, for example, the user skin and the standard white cardboard are placed in parallel in a frame for taking a picture to correct the color deviation caused by light; or the system projects standard light to illuminate the skin of the user for taking a picture; in order to further improve the adaptability of the skin care product, the system collects the geographical position and ordering time of a user so as to determine the influence of the climate of the place where the user is located on the requirement of the skin care product; a user skin questionnaire (including providing template images of different skin types for the user to confirm which type the user's skin belongs to, etc.) to improve the accuracy of the recommendation;

secondly, aiming at cosmetics with makeup effects after being used (such as whitening products, lipstick, rouge, concealer products, hair dyes, eye shadows, eyebrow pencils, mascara and the like which can change the color, texture, luster, appearance and the like of relevant parts of skin and appearance), the used effects are attached to the face image of the user and are timely presented to the user so as to help the user to make the selection of the mood instrument; in order to realize the function, a related product database is established in the background of the system, a product effect rendering function is established, a user side operation menu, a timely acquisition unit set of user images, actions, expressions, voices and the like, a timely intelligent interaction submodule and the like are established;

setting a makeup tool menu on a user side interface of the system, wherein the menu content is various cosmetics, and the submenu comprises a submenu, for example, clicking a lipstick tool, popping up color icon options such as deep red, vermilion, pink, orange and the like, clicking deep red, and subdividing lip shape, texture and the like, wherein the lip shape subordinate menu subdivides cherry small mouth, skin beautiful poult, rushing to enlarge mouth and the like, and the texture subordinate menu subdivides option icons such as velvet texture, water light texture, natural texture and the like;

after a user clicks certain cosmetics at a client, the user can freely paint the cosmetics on a screen by using fingers, a mouse, a touch screen pen and the like, the system can simulate the real cosmetic process by collecting parameters such as painting position, force and the like at proper time through a touch screen to synchronously give a dynamic effect of the cosmetic process, and if a cosmetic user is not satisfied with the effect, the user can choose to cancel the effect; when the face image is smeared on the screen, the face image in the screen can be set to be static so as to facilitate smearing control, and can also be set to be partially dynamic, such as when lipstick is smeared, eyes keep in a moving state, and the like. For the simulated makeup operation, a makeup user can also perform the makeup operation on the face of the user (for example, the makeup user can simulate lipstick on the lips by fingers), at the moment, the operation image information of the makeup user is collected through a camera (comprising a 3D camera), a distance sensor and the like, the makeup effect which is timely presented on a screen by the aid of the coating track, the timely force (measured and calculated by the aid of the camera for collecting deformation conditions of the lips) and the like is determined, and the person on the screen looks like looking into a mirror when making up;

or a series of makeup matching scheme libraries can be established in the system background in advance according to different ages, skin colors, facial shapes, professions, scenes and the like, and are automatically recommended according to the collected user subdivision types and additionally presented on the images of the users for the users to refer to, or the users adjust according to the preferences of the users on the basis of the recommendation;

after obtaining a satisfactory scheme, a user can store the makeup effect picture and the matched products to the personal center of the user for ordering and other purposes;

the product with the applicable function also comprises a skin care product which can bring gradual change to the skin appearance after the skin care product is used, and the skin care product can be presented by adopting a sliding time axis model aiming at the condition that the skin of the skin care product gradually changes after the skin care product is used.

DIY module: in the customization process, a plurality of freely-selected modules are prepared for users, such as special requirements on components, fragrance types, packaging styles, uploaded (handwritten) characters or patterns of the users on designated positions of products and packaging, and the like.

A user message leaving module: in the module, the core content of the user message is automatically captured, and an intelligent interaction means is used for solving the user problem as much as possible so as to reduce the labor cost of the system.

Other functions are as follows: 1, using a scene test, such as simulating the effect of drinking water and touching a cup after wiping lipstick, the effect of kissing a human face and the like; various effects can be continuously subdivided, such as light, medium and strong force; 2, the virtual match with other accessories simulates wearing a mask, a hat, clothes, jewelry, other accessories and the like, and the articles can be purchased by a user for ordering; 3, virtual collocation of the environment of the body, such as 'position', 'space', 'weather', 'activity type', and the like, can also be subdivided downwards, such as 'indoor', 'outdoor', 'in-vehicle', and the like are arranged under 'space', 'automobile', 'bus', 'subway', 'bicycle', and the like are arranged under 'in-vehicle'; related commodities (such as automobiles, bicycles and the like) can be purchased for a user to order 4, augmented reality and virtual game modules are built, a virtual character is built by using the obtained user image and enters scenes such as a virtual reality supermarket, a virtual manual laboratory, a virtual raw material planting farm, a virtual processing workshop, various games and the like, and scenes such as mirrors, glass, water surface and the like which can reflect digital images of the user can be added into the scenes. The credit and the virtual prop are obtained through a (game) task, and the credit and the virtual prop can be used for exchanging advanced virtual props, real objects, offline services and the like; 5, according to the skin condition of the user, adding health beautifying prescriptions such as recommended diet, exercise, work and rest, and when commodities are related, the user can also place an order for purchase; 6, implanting other various functions such as social interaction and the like to facilitate series of operations such as communication, sharing and the like; 7, reserving an application program interface API by the system so as to access other intelligent systems, such as health management, private secretaries and the like; 8, automatically submitting background manual processing when a case which cannot be identified by the system is encountered; system maintenance technicians may upgrade the system algorithms and processing means as appropriate.

Besides the smart phone platform, the user side also comprises other various terminal devices which can realize the functions of the system.

Aiming at the intelligent production module, a batch production mode is adopted through order big data generated from a user set, namely, products of the same type are produced in a centralized batch mode so as to reduce waste of materials, energy and the like, and parameters of specific quantity or order time intervals can be automatically adjusted through a dynamic condition function in an intelligent program; and partial products can be produced in advance according to factors such as product sales trends and the like and put into a warehouse for standby, and the warehouse data and the production task allocation scheduling big data are communicated in real time.

Compared with the prior art, the system is more convenient for users to use, and the experience is more visual and interesting; meanwhile, the problem of high consumption of the production end of the existing customization technology is greatly reduced; not only the user experience is obviously improved, but also the low-carbon and environment-friendly effects are realized.

Drawings

Fig. 1 is a schematic view of the general structure of the present invention.

Claims

1. A cosmetic customization system, comprising the following functional modules:

the intelligent order generation module, the intelligent order big data receiving and distributing module, the intelligent production module and the intelligent warehousing and delivery module; the order generation adopts a self-contained lens of a smart phone of a user to shoot a skin image of the user, the skin type of the user is automatically determined by combining an artificial intelligence recognition technology, the visual effect after the cosmetics are used is superposed on the personal image of the user in real time, the types of cosmetics such as skin care products, color cosmetics and the like are intelligently recommended for the user, and the order placement of the user is assisted; in the intelligent production link, a batch production mode is adopted through order big data generated from a user set.

2. The cosmetic customization system according to claim 1, wherein the intelligent order generation module operates as follows:

preparing a system background, namely classifying various skins, and designing different skin care product types (including formulas, production processes, using methods, product specifications, product prices and the like) for different skin types to correspond to the skin care product types; building a skin type model library at the background of the computer intelligent system, and assigning characteristic parameters such as related image characteristic parameters to each skin type; inputting a program for extracting relevant characteristic parameters aiming at input information such as a user skin image; the part can be built manually or can be built by manual intelligent means such as machine learning including deep learning;

secondly, aiming at cosmetics with makeup effects after use, attaching the used effects on the face image of the user and timely presenting the face image to the user so as to help the user to make a choice of a mood; in order to realize the function, a related product database is established in the background of the system, a product effect rendering function is established, a user side operation menu, a timely acquisition unit set of user images, actions, expressions, voices and the like, a timely intelligent interaction submodule and the like are established;

setting a makeup tool menu on a user side interface of the system, wherein the menu contents are various cosmetics and contain submenus; after a user clicks certain cosmetics at a client, the user can freely paint the cosmetics on a screen by using fingers, a mouse, a touch screen pen and the like, the system can simulate the real cosmetic process by collecting parameters such as painting position, force and the like at proper time through a touch screen to synchronously give a dynamic effect of the cosmetic process, and if a cosmetic user is not satisfied with the effect, the user can choose to cancel the effect; when the face image is smeared on the screen, the face image in the screen can be set to be static so as to facilitate smearing control, and can also be set to be partially dynamic, such as when lipstick is smeared, eyes keep in a moving state and the like;

for the simulated makeup operation, a makeup user can also carry out the simulated makeup operation on the face, at the moment, the operation image information of the makeup user is collected through a camera (comprising a 3D camera), a distance sensor and the like, the timely makeup effect is presented on the screen by determining the smearing track, the timely force (the deformation of lips is collected through the camera), and the like, and the person looks like a mirror when in makeup;

3. A cosmetic customization system according to claims 1 and 2, further comprising the functions of: (1) using scene test, such as simulating the effect of drinking water and touching the cup after wiping the lipstick, the effect of kissing the face and the like; various effects can be continuously subdivided, such as light, medium and strong force; (2) the virtual match with other accessories simulates wearing a mask, a hat, clothes, jewelry, other accessories and the like, and the articles can be purchased by a user for ordering; (3) virtual collocation of the environment of the body, such as "position", "space", "weather", "activity type", etc., can also be subdivided downwards, such as "indoor", "outdoor", "in-vehicle", etc., under "space", "in-vehicle" also under "vehicle", "bus", "subway", "bicycle", etc.; related commodities (such as automobiles, bicycles and the like) can be purchased by a user for ordering (4), a virtual character is built by using the obtained user image, the virtual character enters a virtual reality supermarket, a virtual manual laboratory, a virtual raw material planting farm, a virtual processing workshop, various games and other scenes, and a mirror, glass, a water surface and other scenes capable of reflecting digital images of the user can be added into the scenes; the credit and the virtual prop are obtained through a (game) task, and the credit and the virtual prop can be used for exchanging advanced virtual props, real objects, offline services and the like; (5) according to the skin condition of the user, health beautifying prescriptions such as diet, exercise, work and rest are recommended additionally, and when commodities are related, the user can also place an order for purchase; (6) various other functions such as social contact are implanted, so that series of operations such as communication, sharing and the like are facilitated; (7) the system reserves an application program interface API so as to be accessed to other intelligent systems, such as health management, private secretaries and the like; (8) and when the case which can not be identified by the system is encountered, the case is automatically submitted to the background manual processing.

4. A cosmetic customization system according to claims 1, 2 and 3, wherein: besides the smart phone platform, the user side also comprises other various terminal devices which can realize the functions of the system.