WO2023008707A1 - Gestionnaire intelligent de produits cosmétiques et système de soins cutanés, et procédé associé - Google Patents

Gestionnaire intelligent de produits cosmétiques et système de soins cutanés, et procédé associé Download PDF

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Publication number
WO2023008707A1
WO2023008707A1 PCT/KR2022/007102 KR2022007102W WO2023008707A1 WO 2023008707 A1 WO2023008707 A1 WO 2023008707A1 KR 2022007102 W KR2022007102 W KR 2022007102W WO 2023008707 A1 WO2023008707 A1 WO 2023008707A1
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Prior art keywords
cosmetics
information
user
manager
smart
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PCT/KR2022/007102
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English (en)
Korean (ko)
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방관수
방누리
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방관수
방누리
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Publication of WO2023008707A1 publication Critical patent/WO2023008707A1/fr

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    • A—HUMAN NECESSITIES
    • A47—FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
    • A47B—TABLES; DESKS; OFFICE FURNITURE; CABINETS; DRAWERS; GENERAL DETAILS OF FURNITURE
    • A47B67/00—Chests; Dressing-tables; Medicine cabinets or the like; Cabinets characterised by the arrangement of drawers
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10—Services
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • 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
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N7/00—Television systems
    • H04N7/18—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast

Definitions

  • the present invention prevents deterioration of cosmetics due to the atmospheric environment and allows users to check information on the expiration date and cosmetics, It recommends cosmetics types according to the user's skin condition and weather, recommends makeup trends, makeup methods, makeup colors, and outfits that match makeup colors, etc. It is about a cosmetic storage management and skin care system that helps users maintain a young and healthy face by providing cosmetics-related contents such as appropriate cosmetic recommendations and professional transactions, and a total solution for facial skin care.
  • prior art 1 Korean Patent Registration No. 10-218417 discloses a method of recommending cosmetics by analyzing a facial image obtained using a close-up camera included in a user terminal.
  • prior art 2 Korean Patent Publication No. 10-2010-0052737 is a management system that collects information on the use history of cosmetics held by users to manage cosmetics in use and provides information on the remaining amount of cosmetics in use.
  • a cosmetics care device having the characteristics of controlling and managing temperature and humidity, a mirror combined monitor attached thereto, and a user's skin condition can be grasped
  • Patent Document 1 Korean Patent Registration No. 10-218417 (Announcement date: 2020.11.27.)
  • Patent Document 2 Korean Patent Publication No. 10-2010-0052737 (published date: 2020.05.15.)
  • the object of the embodiments of the present invention to improve the above-mentioned problems is to customize the skin condition of the user through a smart cosmetics manager and a solution server that combines a main body that is easy to store and manage cosmetics and a monitor with a mirror for the user's makeup. To provide skin care solutions.
  • Another object of the embodiments of the present invention is to provide a smart cosmetics manager equipped with a body that controls temperature and humidity to store cosmetics or makeup products in an optimal state and a mirror-combined monitor that can be raised and lowered according to use. It is to increase space utilization.
  • a smart cosmetics manager and skin care system for providing an artificial intelligence-based skin care solution stores and manages a plurality of cosmetics, identification information of the plurality of cosmetics, Storage status information and user's facial image are transmitted to the solution server, smart cosmetics manager receives and displays customized skin care solution information from the solution server, transmits user information to the solution server, and searches the customized skin care solution information It is characterized in that it comprises a user terminal and a solution server that generates customized skin care solution information based on the user information, identification information, and user's facial image and provides it to the smart cosmetics manager or user terminal.
  • the smart cosmetics manager has a front panel, a bottom panel, a rear panel, and a plurality of side panels to provide an internal space.
  • the first to third storage compartments are formed in the shape of an open rectangular parallelepiped, provided to be slid back and forth from the internal space, and disposed spaced apart from each other at regular intervals in the vertical direction on one side to accommodate beauty products including cosmetics by being sealed or opened.
  • the back plate has a plurality of ventilating grooves formed therein, is provided with a heat dissipation unit made of thermoelectric elements, and a heat dissipation fan, and is in close contact with the bottom of the lower plate.
  • the first to third storage rooms, the hot room and the cold room are each a temperature sensor and a humidity sensor, displaying internal temperature and humidity It includes a front part with a front cover, left and right side parts, a lower part with guide rails, and a rear part with one-touch spring sliding devices at both ends, and the left and right side parts and lower ends of the first to third storage compartments are ventilated.
  • each of the first to third storage chambers and the cold and heat chambers has a heat absorbing part inside
  • the heat chamber has a heat radiating part inside
  • the main body has a plurality of guide rail grooves installed to match the guide rails.
  • the mirror-combined monitor further includes second to third cameras on the upper left and right edges of the display, and the smart cosmetics manager performs a communication function with the solution server and the user terminal, user settings, Control unit for adjusting the temperature and humidity of the first to third storage compartments, the hot room and the cold room based on at least one of storage conditions of cosmetics and remote control commands from the solution server, and controlling the operation of the mirror-combined monitor. may further include.
  • connection unit further includes a hinge angle sensor for detecting an angle of the first hinge, and the control unit controls the hinge Power supply to the display and the first to third cameras may be controlled by comparing the angle of the first hinge detected by the angle sensor with a preset reference value.
  • the smart cosmetics manager has a zoom-in and zoom-out button, a cylindrical handle equipped with a camera shutter, and one end of the handle It may further include a close-up camera module provided, and an auxiliary camera including a connection jack that extends from one end of the handle to a cable and is coupled to the jack holder.
  • the solution server includes a data collection unit for collecting skin beauty and skin disease related data, the collected skin beauty and A data pre-processor for refining skin disease-related data and performing labeling to generate learning data, an artificial intelligence modeler for generating an artificial intelligence model for applying a machine learning algorithm to the learning data and performing machine learning, and the artificial intelligence
  • An evaluation unit that verifies the model and performs tuning of the artificial intelligence model based on the verification result, a remote control unit that transmits a remote control command to the control unit of the smart cosmetics manager, and the user information, identification information, and the user's face image.
  • a solution providing unit for generating the customized skin care solution information and providing it to the smart cosmetics manager or user terminal, wherein the user information includes gender, age, occupation, sleep pattern, eating habits, and exercise information
  • the user's facial image is taken by at least one or more of the first to third cameras, auxiliary cameras, and cameras of the user terminal, and the customized skin care solution information is the user's skin care solution information. It may include diagnosis information, makeup methods according to the weather, recommended cosmetics, skin care methods, life correction information, and customized advertisements.
  • the smart cosmetics manager includes at least one or more of the first to third cameras, auxiliary cameras, and cameras of a user terminal.
  • the identification information of the cosmetic product or the user's facial image captured by the camera is displayed on the display or transmitted to the solution server, and the display provides a graphic user interface capable of touch input by the user, but the cosmetic product according to the identification information of the cosmetic product Information, information on the storage status of the plurality of cosmetics, temperature and humidity information of the first to third storage rooms, hot rooms and cold rooms, information on the customized skin care solution, and a user's makeup monitoring image may be displayed.
  • the user terminal receives at least one of the information displayed on the display from the solution server, and the smart cosmetics manager transmits a control request to the solution server, and the solution server transmits at least one of the information displayed on the display to the user terminal, and transmits a remote control command according to the control request to the control unit of the smart cosmetics manager.
  • a method for providing an artificial intelligence-based skin care solution includes receiving user information from a user terminal or a smart cosmetics manager, identification information of a plurality of cosmetics from the smart cosmetics manager, storage status information, and a user's face image. receiving, generating customized skin care solution information based on the user information, identification information, and user's facial image, and providing the customized skin care solution information to the smart cosmetics manager or user terminal.
  • a method for providing an artificial intelligence-based skin care solution related to the present invention before the step of receiving the user information, collecting skin beauty and skin disease related data, the collected skin beauty and skin disease related data Generating training data by refining and labeling, generating an artificial intelligence model for applying a machine learning algorithm to the learning data and performing machine learning, and verifying the artificial intelligence model and based on the verification result Further comprising performing tuning on the artificial intelligence model, and generating the customized skin care solution information, the customized skin care solution information is generated by the artificial intelligence model based on the user information, identification information, and the user's facial image. It may be characterized by generating skin care solution information.
  • the user information includes at least one of gender, age, occupation, sleep pattern, eating habits, and exercise information
  • the user's facial image is It is taken with at least one camera of a smart cosmetics manager camera or a camera of a user terminal
  • the customized skin care solution information includes user skin diagnosis information, makeup method according to weather, recommended cosmetics, skin care method, life correction information, customized It may include advertisements, and the smart cosmetics manager may be controlled based on at least one of user settings, storage conditions of cosmetics, and a remote control command from a solution server.
  • a smart cosmetics manager and skin care system for providing an artificial intelligence-based skin care solution receives user information, facial skin, and information related to stored cosmetics from a smart cosmetics manager and a user terminal, and uses artificial intelligence It is possible to provide useful information to keep the user's skin in the best condition without consulting or visiting a dermatologist by providing a user-customized skin care solution by analyzing the received information.
  • a mirror combined monitor connected by a hinge to the main body equipped with a plurality of storage rooms capable of managing temperature and humidity, a heating room, and a cold/heating room is located in close proximity to the front of the main body, but moves up and down according to user manipulation and is located on the top plate of the main body. Since it can function as a dressing table, cosmetics or makeup products can be stored and managed in an optimized state, and space utilization can be maximized.
  • FIG. 1 is a block diagram schematically showing a smart cosmetics manager and a skin care system for providing an AI-based skin care solution according to an embodiment of the present invention.
  • FIG. 2A is a plan view of a smart cosmetics manager according to an embodiment of the present invention.
  • Figure 2b is a front view of a smart cosmetics manager according to an embodiment of the present invention.
  • 2C is a side view of a smart cosmetics manager according to an embodiment of the present invention.
  • 3A is a front view of a state in which a mirror combined monitor of a smart cosmetics manager according to an embodiment of the present invention is elevated above the main body.
  • Figure 3b is a side view of a state in which the mirror combined monitor of the smart cosmetics manager according to an embodiment of the present invention is elevated above the main body.
  • FIG. 4 is a diagram illustrating an auxiliary camera connected to a mirror-combined monitor according to an embodiment of the present invention.
  • FIG. 5 is a side view illustrating an open state of first to third storage rooms of a smart cosmetics manager according to an embodiment of the present invention.
  • FIG. 6 is a side view showing a state in which the hot room and the cold room of the smart cosmetics manager according to an embodiment of the present invention are opened.
  • FIG. 7A is a plan view of first to third storage compartments and a front cover according to an embodiment of the present invention.
  • 7B is a view showing a side view and a rear view of the first to third storage compartments according to an embodiment of the present invention.
  • FIG. 8 is a block diagram of a solution server according to an embodiment of the present invention.
  • FIG. 9 is a flowchart illustrating a method for providing an artificial intelligence-based skin care solution according to an embodiment of the present invention.
  • FIG. 10 is a flowchart illustrating a method for generating an artificial intelligence model according to an embodiment of the present invention.
  • FIG. 11 is a diagram showing a user using a smart cosmetics manager according to an embodiment of the present invention.
  • first and second used in the present invention may be used to describe components, but components should not be limited by the terms. Terms are used only to distinguish one component from another. For example, a first element may be termed a second element, and similarly, a second element may be termed a first element, without departing from the scope of the present invention.
  • FIG. 1 is a block diagram schematically showing a smart cosmetics manager 100 and a skin care system for providing an AI-based skin care solution according to an embodiment of the present invention.
  • a smart cosmetics manager 100 and a skin care system for providing an artificial intelligence-based skin care solution will be composed of a smart cosmetics manager 100, a solution server 200, and a user terminal 300.
  • the smart cosmetics manager 100 stores and manages a plurality of cosmetics and transmits identification information of the plurality of cosmetics, storage status information, and user's facial image to the solution server 200, and the solution server Customized skin care solution information may be received and displayed from (200).
  • the user terminal 300 may transmit user information to the solution server 200 and retrieve the customized skin care solution information.
  • the solution server 200 may generate customized skin care solution information based on the user information, identification information, and the user's facial image, and provide the information to the smart cosmetics manager 100 or the user terminal 300 .
  • the smart cosmetics manager 100, the solution server 200, and the user terminal 300 can communicate by exchanging required data by performing a communication function with a built-in chip capable of communication.
  • the solution server 200 connects a facial image, an enlarged facial image, and text data that can refer to the user's facial skin health and aging status, skin dryness, humidity, oil content, and other skin conditions.
  • a facial image an enlarged facial image
  • text data that can refer to the user's facial skin health and aging status, skin dryness, humidity, oil content, and other skin conditions.
  • data received from users is converted into data and AI technology.
  • customized skin care solutions such as recommendation and provision of cosmetics most suitable for the user's skin condition, makeup method, facial skin care method, and marketing information.
  • identification information of a plurality of cosmetics, storage status information, user's facial image, and customized skin care solution information are distributed and stored in a plurality of private blockchain nodes (not shown) to safely store user-related information.
  • It can be configured so that the user's information can be inquired as needed or used for additional information analysis of the solution server 200.
  • 2a to 2c, 3a to 3b and 5 to 7b are a plan view, a front view and a side view of a smart cosmetics manager according to an embodiment of the present invention, a front view and a side view of a state in which a mirror combined monitor is raised above the main body, and a first These are views showing a side view, a plan view, a side view, a back view, and a front cover of the first to third storage compartments, with the third to third storage compartments and the hot and cold compartments open.
  • the smart cosmetics manager 100 has a rectangular parallelepiped shape with an open front surface by an upper plate, a lower plate, a rear plate, and a plurality of side plates so as to provide an internal space.
  • the first to third storage compartments 111, 112, and 113 are formed and provided to be slid back and forth from the internal space, and are spaced apart from each other vertically and spaced apart from each other on one side to store beauty products including cosmetics by being closed or opened.
  • a heating chamber 114 and a cooling chamber 115 spaced apart vertically on the other side and disposed as individual separation spaces, respectively, and each partition wall may have a heat insulation function.
  • the back plate has a plurality of ventilation grooves 116, a heat dissipation part made of thermoelectric elements and a heat dissipation fan, and a heat absorption part made of thermoelectric elements (not shown) in the inner portion of the main body 110.
  • a body 110 having a plurality of legs 117 in close contact with the bottom of the lower plate, and a plurality of side plates coupled to each of the plurality of side plates of the body 110 to which one side of the gas spring 133 is connected.
  • the first hinge 131 and the other side of the gas spring 133 may include a connection part 130 including a plurality of second hinges 132 connected to the mirror combined monitor 120 .
  • the connecting portion 130 is perpendicular to the ground or toward the upper end of the main body 100 and rises above the upper plate of the main body 110, and is controlled by the second manipulation.
  • the vertical angle of the hinge 132 is adjusted, and the gas spring 133 is shortened and lowered so that the connection part 130 is parallel to the ground by the third operation, so that the front surface of the main body 110 It is closely attached, has a jack holder 125 at the bottom of the left or right side, and has a mirror-combined monitor equipped with a display 121 that can function as a mirror and a monitor using a first camera 122 provided at the top center. (120).
  • the first to third storage compartments 111, 112, and 113, the heating compartment 114, and the cooling compartment 115 each include a temperature sensor and a humidity sensor (not shown) capable of displaying internal temperature and humidity. It includes a front part with a front cover, left and right side parts, a lower part with guide rails 118a, and a rear part with one-touch spring sliding devices 118b at both ends, and the first to third storage compartments 111, Ventilation grooves 116 are formed at the left and right side parts and lower ends of the 112 and 113, and the first to third storage chambers 111, 112, 113 and the cooling/heating chamber 115 are heat absorbing parts made of thermoelectric elements therein, respectively.
  • the heating chamber 114 has a heat dissipation part (not shown) made of a thermoelectric element therein to maintain each required temperature, and the main body 110 is provided with the guide rail 118a It may further include a plurality of guide rails (118a) grooves (not shown) installed to match.
  • the mirror-combined monitor 120 may further include second to third cameras at the upper left and right edges of the display 121 to stereoscopicize and subdivide the image of the user's face.
  • a jack holder 125 that can be connected to a separately provided auxiliary camera 140 may be mounted at the bottom of the left or right side of the mirror combined monitor 120, and the connection jack provided in the auxiliary camera 140 By combining 145 to the jack holder 125, it can be connected to the mirror-combined monitor 120.
  • connection unit 130 further includes a hinge angle sensor for detecting the angle of the first hinge 131, and the angle of the first hinge 131 detected by the hinge angle sensor and a preset reference value
  • a control unit 119 may be included to control power supply to the display 121 and the first to third cameras 122, 123, and 124 by comparing .
  • the composition of the cosmetic, how to use, Storage management method, usage period, manufacturer and seller information, etc. may be received from the solution server 200 and displayed on the display 121, in addition to storage status information such as the type of cosmetics being stored, management date, number of times of use, etc. can also be displayed.
  • the mirror-combined monitor 120 may further include a motion sensor, and when a user performs a swipe motion from right to left or from left to right in front of the display 121, the motion sensor detects this motion. It can be detected and controlled to enable mutual conversion between a mirror function and a monitor function through the control unit 119 (not shown).
  • the mirror-combined monitor 120 may take a three-dimensional image of the user using at least two or more of the first to third cameras 122 , 123 , and 124 .
  • the display 121 may be configured as a multi-segment screen to assist in learning techniques (techniques) of makeup by comparing and observing photos before and after makeup on one screen.
  • the first to third cameras 122 , 123 , and 124 may be user-manipulated through a touch interface displayed on a lower portion of the display 121 .
  • the smart cosmetics manager 100 uses a communication means such as the Internet, a stereoscopic photo or video with the first to third cameras 122, 123, and 124, a close-up photo taken with the auxiliary camera 140, or It is possible to transmit/receive text using a virtual keyboard through the provision of a touch interface for transmitting/receiving video and text communication, and additionally providing a voice call or video call function.
  • a communication means such as the Internet, a stereoscopic photo or video with the first to third cameras 122, 123, and 124, a close-up photo taken with the auxiliary camera 140, or It is possible to transmit/receive text using a virtual keyboard through the provision of a touch interface for transmitting/receiving video and text communication, and additionally providing a voice call or video call function.
  • the smart cosmetics manager 100 performs a communication function with the solution server 200 and the user terminal 300, and performs at least one of user settings, storage conditions of cosmetics, and remote control commands of the solution server 200. Based on the control unit for adjusting the temperature and humidity of the first to third storage compartments 111, 112, 113, the heating compartment 114, and the cooling compartment 115, and controlling the operation of the mirror-combined monitor 120. (119, not shown) (not shown) may be further included.
  • the first to third storage compartments 111, 112, and 113, the hot room 114, and the cold room 115 have different sizes and are combined with the main body 110, and the front side is the main body 110.
  • the front part of the main body 110 may have a structure such that the front cover of the storage compartment is accurately buried when the storage compartment is closed by sliding.
  • the elastic force of the spring built into the one-touch type spring sliding door device 118b As a result, a part of the drawer is opened so that the drawer can be easily opened.
  • the left and right side surfaces and lower ends of the heating compartment 114 and the cooling compartment 115 may be configured to have a closed structure for heating and cooling by not forming ventilation grooves 116 .
  • the first to third storage compartments 111, 112, and 113, the hot room 114, and the cold room 115 include a thermoelectric element using a Peltier effect and a series of heat absorbing and discharging units (not shown). It can be installed at an appropriate location according to the structure of the main body 110 so that temperature and humidity can be controlled.
  • thermoelectric element using the Peltier effect operated to maintain the temperature of the main body 110 of the smart cosmetics manager 100 are located on the back plate of the main body 110, and a number of them are provided for smooth heat dissipation.
  • a ventilation groove 116 of may be further provided.
  • the smart cosmetics manager 100 is the solution server 200 to appropriately manage the temperature and humidity of the first to third storage rooms 111, 112, and 113, the hot room 114, and the cold room 115. Can be connected to, all information of the main body 110 can be displayed through the display 121, the user can check all the information provided from the solution server 200, skin care and beauty management of the user's face can help
  • the smart cosmetics manager 100 is photographed by at least one of the first to third cameras 122, 123, and 124, the auxiliary camera 140, and the camera of the user terminal 300.
  • the identification information of cosmetics or the user's face image is displayed on the display 121 or transmitted to the solution server 200, and the display 121 provides a graphic user interface capable of touch input by the user.
  • Cosmetics information according to identification information, storage status information of the plurality of cosmetics, temperature and humidity information of the first to third storage rooms 111, 112, and 113, the hot room 114 and the cold room 115, and the customized skin Management solution information and a user's makeup monitoring image can be displayed.
  • the user terminal 300 receives at least one of the information displayed on the display 121 from the solution server 200 and sends a control request to the smart cosmetics manager 100 to the solution server.
  • the solution server 200 transmits at least one of the information displayed on the display 121 to the user terminal 300, and sends a remote control command according to the control request to the smart cosmetics manager It can be transmitted to the control unit 119 (not shown) of (100).
  • the user can check all information collected in the smart cosmetics manager 100 through the display 121 of the smart cosmetics manager 100 and the user terminal 300 .
  • the smart cosmetics manager 100 can transmit all the collected information to the solution server 200, and the solution server 200 provides customized skin care solution information along with the received information to the user. It can be provided to the terminal 300.
  • the user can check the storage state or information of the cosmetics even in a place where the smart cosmetics manager 100 is not present or outdoors, and requests the solution server 200 for remote control as necessary, so that the smart cosmetics manager 100 ) can be controlled according to user convenience.
  • FIG. 4 is a diagram illustrating an auxiliary camera 140 connected to a mirror combined monitor 120 according to an embodiment of the present invention.
  • the auxiliary camera 140 includes a zoom-in zoom-out button 141, a cylindrical handle 142 equipped with a camera shutter 143, and a close-up camera module 144 provided at one end of the handle 142.
  • the handle 142 may include a connection jack 145 extending from one end of the other side to a cable and coupled to the jack holder 125.
  • the auxiliary camera 140 can be used when zooming in on the user's facial image and taking a close-up shot.
  • the purpose of taking a close-up of the facial image is to determine the exact condition of the facial skin and determine skin diseases and skin conditions according to the facial image condition collected from big data. Aging and health conditions, dryness, humidity, oil, etc. data and enlarged photos of the user's currently taken facial image are compared and analyzed with AI technology to make cosmetics, makeup methods, and skin care suitable for the user's facial skin condition and weather Methods, marketing information, etc. can be additionally presented so that users can help with facial skin care and purchase of makeup and cosmetics.
  • control unit 119 (not shown) adjusts the current supply amount according to a preset value to store the first to third storage compartments 111, 112, and 113, the heating compartment 114, and the cooling/heating compartment 115. temperature can be controlled.
  • the front part of the smart cosmetics manager 100 is characterized in that the front part of the storage room has the same surface as the front part of the smart cosmetics manager when each storage room is closed, and the shape of the cosmetics manager is not specified. It is made in the shape of a square box.
  • FIGS. 7a to 7b are diagrams illustrating the first to third storage compartments 111, 112, and 113, and in detail, in the form of a general drawer, the front cover of the front part has a built-in electronic light character marking pad indicating the internal temperature It is characterized in that the user can check the temperature detected by the temperature sensor installed inside each storage room, and the front cover of the front part is slightly larger than the inner surface to prevent the storage room from entering the main body 110. .
  • guide rails 118a are provided on both sides of the lower ends of the first to third storage compartments 111, 112, and 113, and one-touch type spring sliding devices 118b are provided at both ends of the rear parts. Can be provided.
  • ventilation grooves 116 may be formed at left and right side portions and lower ends of the first to third storage chambers 111, 112, and 113, and heat absorption units may be provided therein.
  • the heating compartment 114 and the cooling compartment 115 have the same structure as the first to third storage compartments 111, 112, and 113, but the ventilation grooves 116 are formed on the left and right side portions and at the bottom. It is possible to have a closed structure without being formed.
  • FIG. 8 is a block diagram of the solution server 200 according to an embodiment of the present invention.
  • the solution server 200 includes a data collection unit 210 that collects skin beauty and skin disease-related data, refines the collected skin beauty and skin disease-related data, and performs labeling to obtain learning data.
  • a data pre-processor 220 that generates, an artificial intelligence modeler 230 that generates an artificial intelligence model for applying a machine learning algorithm to the training data and performs machine learning, verifies the artificial intelligence model, and based on the verification result.
  • the evaluation unit 240 for tuning the artificial intelligence model, the remote control unit 260 for transmitting a remote control command to the control unit 119 (not shown) of the smart cosmetics manager 100, and the user information, identification It may include a solution provider 250 that generates the customized skin care solution information by the artificial intelligence model based on the information and the user's facial image and provides it to the smart cosmetics manager 100 or the user terminal 300. there is.
  • the user information may include at least one of gender, age, occupation, sleep pattern, eating habits, and exercise information.
  • the user's face image is captured by at least one of the first to third cameras 122, 123, and 124, the auxiliary camera 140, and the camera of the user terminal 300.
  • the customized skin care solution information may include user skin diagnosis information, makeup methods according to weather, recommended cosmetics, skin care methods, life correction information, and customized advertisements.
  • FIG. 9 is a flowchart illustrating a method for providing an artificial intelligence-based skin care solution according to an embodiment of the present invention.
  • the artificial intelligence-based skin care solution providing method includes receiving user information from the user terminal 300 or the smart cosmetics manager 100 (S910), and identifying a plurality of cosmetics from the smart cosmetics manager 100.
  • the step of generating the customized skin care solution information includes generating the customized skin care solution information by the artificial intelligence model based on the user information, identification information, and the user's facial image. can be characterized.
  • FIG. 10 is a flowchart illustrating a method for generating an artificial intelligence model according to an embodiment of the present invention.
  • FIG. 11 is a diagram showing a user using a smart cosmetics manager according to an embodiment of the present invention.
  • the first hinge 131 of the connection unit 130 rotates, so that the top plate of the main body 110 rises or comes into close contact with the front.
  • the angle is adjusted by the second hinge 133, thereby increasing usability in a narrow space.
  • leg 118a guide rail
  • first hinge 132 second hinge
  • gas spring 140 auxiliary camera
  • shutter 144 close-up camera module
  • connection jack 200 solution server
  • data collection unit 220 data pre-processing unit
  • solution provider 260 remote control unit

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  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Economics (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)

Abstract

La présente invention concerne un gestionnaire intelligent de produits cosmétiques et un système de soins cutanés permettant de fournir une solution de soins cutanés à base d'intelligence artificielle et comprenant : un gestionnaire intelligent de produits cosmétiques, qui stocke et qui gère une pluralité de produits cosmétiques, qui transmet, à un serveur de solutions, une image faciale d'un utilisateur et des informations d'identification et des informations d'état de conservation concernant la pluralité de produits cosmétiques et qui reçoit des informations de solutions personnalisées de soins cutanés du serveur de solutions et qui les affiche ; un terminal d'utilisateur, permettant de transmettre des informations d'utilisateur au serveur de solutions et de récupérer les informations de solutions personnalisées de soins cutanés ; et le serveur de solutions, qui génère les informations de solutions personnalisées de soin cutanés d'après les informations d'utilisateur, les informations d'identification et l'image faciale de l'utilisateur, afin de les fournir au gestionnaire intelligent de produits cosmétiques ou au terminal d'utilisateur. Les informations d'utilisateur et les informations relatives à la peau du visage et aux produits cosmétiques stockés sont reçues du gestionnaire intelligent de produits cosmétiques et du terminal d'utilisateur et les informations reçues sont analysées d'après une intelligence artificielle, afin de fournir une solution de soins cutanés personnalisée par l'utilisateur, et ainsi des informations utiles, permettant d'entretenir au mieux la peau de l'utilisateur sans consultation séparée ni voir de dermatologue. Les produits cosmétiques ou de maquillage peuvent être conservés en état optimal et l'utilisation d'espace peut être maximisée.
PCT/KR2022/007102 2021-07-27 2022-05-18 Gestionnaire intelligent de produits cosmétiques et système de soins cutanés, et procédé associé WO2023008707A1 (fr)

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KR1020210098459A KR102397824B1 (ko) 2021-07-27 2021-07-27 스마트 화장품 매니저 및 피부관리 시스템과 그 방법
KR10-2021-0098459 2021-07-27

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KR20200137897A (ko) * 2019-05-31 2020-12-09 재단법인 경북아이티융합 산업기술원 인공지능 기반의 피부 진단 방법 및 시스템

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KR100218417B1 (ko) 1992-03-18 1999-09-01 구자홍 화상보상회로
KR101056408B1 (ko) 2008-11-11 2011-08-11 한국과학기술연구원 마이크로 채널 흐름에서의 경계면 미끄럼 속도 측정용 미세유체역학 장치

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2001104050A (ja) * 1999-10-06 2001-04-17 Seiko Epson Corp 画像処理を用いた化粧支援方法および化粧台ならびに画像処理を用いた化粧支援処理プログラムを記録した記録媒体
KR20070047622A (ko) * 2005-11-02 2007-05-07 삼성전자주식회사 디스플레이장치
KR20160008119A (ko) * 2015-10-26 2016-01-21 주식회사 엘지유플러스 피부 분석 방법 및 이를 위한 장치
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KR102153099B1 (ko) * 2019-09-04 2020-09-07 김상현 다용도 경대

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