Intelligent dressing mirror system based on AI

Abstract

The invention belongs to the technical field of intelligent household articles, and provides an intelligent dressing mirror system based on AI. The display screen is integrated in the mirror surface; an imaging device; the image processing module is in communication connection with the camera device, and the image processing module generates a clothes matching signal according to the body type and the action of the human body recognized by the camera device; the man-machine interaction module is suitable for acquiring an interaction instruction; and the fitting control module is in communication connection with the image processing module and the man-machine interaction module, and the fitting control module superposes virtual clothes on the real-time image of the mirror surface according to the interaction instruction and the clothes matching signal and displays the virtual clothes on a display screen. According to the invention, natural superposition of the virtual clothing and the user image is realized, a vivid fitting effect can be provided, and the fitting experience of the user is enhanced.

Description

Technical Field

[0001] The present invention belongs to the technical field of smart household products, and in particular relates to an AI-based smart dressing mirror system. Background Art

[0002] The existing clothing design system in daily necessities has a single function and can only provide basic mirror reflection function, which cannot meet the diverse needs of users for clothing matching. Summary of the invention

[0003] In view of this, the present invention provides an AI-based smart dressing mirror system to solve the problem that the dressing mirror in the prior art cannot meet the diverse needs for clothing matching.

[0004] The present invention provides an AI-based smart dressing mirror system, which includes: a mirror; a display screen integrated in the mirror; a camera device; an image processing module, which is communicatively connected to the camera device, and the image processing module generates a clothing matching signal according to the body shape and movement of a human body recognized by the camera device; a human-computer interaction module, which is suitable for obtaining interaction instructions; a fitting control module, which is communicatively connected to the image processing module and the human-computer interaction module respectively, and the fitting control module superimposes virtual clothing on the real-time image of the mirror according to the interaction instruction and the clothing matching signal, and displays it on the display screen.

[0005] As an optional implementation, the AI-based smart dressing mirror system also includes: a lamp, arranged at the edge of the mirror; a light control module, communicatively connected to the lamp; wherein the light control module is communicatively connected to the human-computer interaction module, and the light control module controls the lamp to generate corresponding light according to the interaction instructions corresponding to the human-computer interaction module.

[0006] As an optional implementation, it also includes a health management module, which is suitable for acquiring health data and displaying it on the display screen.

[0007] As an optional implementation, it also includes a makeup and skin care module, which is communicatively connected to the human-computer interaction module, and the interactive instructions include makeup and skin care instructions. The makeup and skin care module generates makeup and skin care suggestions based on the makeup and skin care instructions and displays them on the display screen.

[0008] As an optional implementation, the AI-based smart dressing mirror system, the makeup and skin care module includes: a facial recognition unit, which uses face recognition to capture the user's facial features and skin color information; a recommendation unit, which is communicatively connected to the facial recognition unit, and the recommendation unit recommends personalized makeup plans and skin care suggestions based on the user's preferences, historical usage data, the facial features and the skin color information, and displays them on the display screen.

[0009] As an optional implementation, the human-computer interaction module includes a touch screen and / or a voice module.

[0010] As an optional implementation, the AI-based smart dressing mirror system further includes: a support frame connected to the mirror surface; and walking wheels disposed at the bottom of the support frame.

[0011] As an optional implementation, the AI-based smart dressing mirror system further includes a storage cabinet, which is disposed on the support frame and is located away from the mirror surface.

[0012] As an optional implementation, the AI-based smart dressing mirror system also includes a home automation control module, which is suitable for interconnection with other smart home devices.

[0013] As an optional implementation, the AI-based smart dressing mirror system also includes a music playing module, and the music playing module is arranged at the edge of the mirror.

[0014] The beneficial effects of the present invention are:

[0015] 1. Through AR and 3D reconstruction technology, the natural superposition of virtual clothing and user images is achieved, providing realistic fitting effects and enhancing the user's fitting experience.

[0016] 2. Integrating multiple functions such as light control, virtual fitting, health management, beauty and skin care, home automation control and intelligent interaction into a mirror, providing a multi-functional integrated one-stop smart life solution, greatly improving the practicality of the device and user experience.

[0017] 3. Using advanced artificial intelligence algorithms, personalized clothing and makeup suggestions are generated based on the user's appearance, body proportions and skin quality to meet the user's personalized needs and improve satisfaction.

[0018] 4. Integrate multiple health devices, automatically measure and analyze users' health data, generate personalized health suggestions, and help users better manage their health.

[0019] 5. Interconnected with the home automation system, users can control home devices through voice or touch operations and enjoy a convenient smart home experience.

[0020] 6. Integrated voice recognition technology supports multiple intelligent interaction methods. Users can easily control various functions through voice, which improves the intelligence of the device and user experience. BRIEF DESCRIPTION OF THE DRAWINGS

[0021] In order to more clearly illustrate the specific implementation methods of the present invention or the technical solutions in the prior art, the drawings required for use in the specific implementation methods or the description of the prior art will be briefly introduced below. Obviously, the drawings described below are some implementation methods of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying creative work.

[0022] Figure 1 A block diagram of the composition of an AI-based smart dressing mirror system provided in an embodiment of the present invention;

[0023] Figure 2 A schematic diagram of the structure of an AI-based smart dressing mirror system provided in an embodiment of the present invention;

[0024] Figure 3 A schematic plan view of an AI-based smart dressing mirror system provided in an embodiment of the present invention;

[0025] Figure 4 A detailed schematic diagram of an earpiece of an AI-based smart dressing mirror system provided in an embodiment of the present invention;

[0026] Figure 5 A side schematic diagram of an AI-based smart dressing mirror system provided by an embodiment of the present invention;

[0027] Figure 6 A detailed schematic diagram of a shoe cabinet provided in an embodiment of the present invention.

[0029] 110, camera device; 120, display screen; 130, image processing module; 140, fitting control module; 150, human-computer interaction module; 160, beauty and skin care module; 170, health management module; 181, light control module; 182, lamps; 190, home automation control module; 200, music playback module; 1, mirror; 2, storage cabinet; 3, clothes hanger; 4, support frame; 5, walking wheel; 6, earpiece; 7, camera; 8, function area; 9, power supply; 10, switch; 11, function interface DETAILED DESCRIPTION

[0030] In order to make the purpose, technical solution and advantages of the embodiments of the present invention clearer, the technical solution in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without creative work are within the scope of protection of the present invention.

[0031] In the description of the present invention, it should be noted that the terms "center", "upper", "lower", "left", "right", "vertical", "horizontal", "inner", "outer", etc., indicating the orientation or positional relationship, are based on the orientation or positional relationship shown in the drawings, and are only for the convenience of describing the present invention and simplifying the description, rather than indicating or implying that the device or element referred to must have a specific orientation, be constructed and operated in a specific orientation, and therefore cannot be understood as limiting the present invention. In addition, the terms "first", "second", and "third" are used for descriptive purposes only, and cannot be understood as indicating or implying relative importance.

[0032] In the description of the present invention, it should be noted that, unless otherwise clearly specified and limited, the terms "installed", "connected", and "connected" should be understood in a broad sense, for example, it can be a fixed connection, a detachable connection, or an integral connection; it can be a mechanical connection or an electrical connection; it can be a direct connection, or it can be indirectly connected through an intermediate medium, or it can be the internal communication of two components. For ordinary technicians in this field, the specific meanings of the above terms in the present invention can be understood according to specific circumstances.

[0033] Traditional dressing mirrors are generally installed on the door of the wardrobe, or pasted on the wall, or fixed against the wall by a bracket. Mirrors installed on the wardrobe door are easily shattered due to the frequent opening and closing of the wardrobe door, and their service life is not long. When pasted on the wall, the stickiness will weaken over time or due to the influence of the humidity of the environment, and the mirror will be easily broken. However, if the dressing design system is fixed by a bracket, the floor space will be relatively large, and the reasonable placement of the dressing design system and the clothing rack is also a problem, and it is inconvenient to use if there are many people at home. On the other hand, the existing dressing design system has a single function and cannot be used for multiple functions such as time display, weather display, and music playback.

[0034] Through the above analysis, the problems and defects of the prior art are as follows:

[0035] Single function: Most existing clothing design systems can only provide basic mirror reflection functions and cannot meet users' diverse needs for clothing matching, health management, beauty and skin care, etc.

[0036] Lack of personalized recommendations: Existing systems rarely provide personalized clothing and makeup suggestions based on users’ appearance, body proportions, and skin type.

[0037] Poor virtual fitting effects: Many virtual fitting systems are not realistic enough, and it is difficult to achieve the natural superposition of clothing and user images, which affects the user's fitting experience.

[0038] Limited health management capabilities: Existing systems lack comprehensive health data measurement and analysis capabilities and are unable to provide personalized health recommendations.

[0039] Inadequate smart home control: Existing systems have limited interoperability with smart home devices and cannot achieve comprehensive home automation control.

[0040] Single interaction method: Many systems only support touch operation and lack intelligent interaction methods such as voice control, making the user experience inconvenient.

[0041] In addition, the technical features involved in the different embodiments of the present invention described below can be combined with each other as long as they do not conflict with each other.

[0042] Combine the following Figures 1 to 6 , describing an embodiment of the present invention.

[0043] According to an embodiment of the present invention, Figure 1 As shown, an AI-based smart dressing mirror system is provided, and the AI-based smart dressing mirror system includes: a mirror 1; a display screen 120, which is integrated in the mirror 1; a camera 110; an image processing module 130, which is connected to the camera 110 for communication, and the image processing module 130 generates a clothing matching signal according to the body shape and movement of the human body recognized by the camera 110; a human-computer interaction module 150, which is suitable for obtaining interaction instructions; a fitting control module 140, which is connected to the image processing module 130 and the human-computer interaction module 150 for communication, and the fitting control module 140 superimposes the virtual clothing on the real-time image of the mirror 1 according to the interaction instruction and the clothing matching signal, and displays it on the display screen 120.

[0044] In this embodiment, the AI-based smart dressing mirror system includes a mirror surface 1, a display screen 120, a camera device 110, an image processing module 130, a human-computer interaction module 150 and a fitting control module 140.

[0045] High-quality silver-coated glass can be selected for the mirror surface 1. The silver-coating process can ensure that the mirror surface 1 is more transparent and reflects light evenly, which can effectively prevent oxidation and corrosion and maintain the clarity and glossiness of the mirror surface 1. The mirror surface 1 material is selected from high-reflectivity glass, which can improve the imaging quality, so that the AI-based smart dressing mirror system first has the basic functions of the traditional dressing setting system, that is, to provide a clear and accurate reflection surface, so that users can easily organize their appearance.

[0046] The material of the mirror 1 can be selected as follows: Epoxy resin mirror, which has a high adaptability to the environment and excellent brightness, ensuring that users can get a clear and bright visual experience when using it. Compared with copper-free mirrors, epoxy resin mirrors have better durability and stability while maintaining high clarity. Copper-free environmentally friendly mirrors use silver nitrate as a coating. This special material makes the mirror 1 not easy to oxidize, rust and blacken. Copper-free environmentally friendly silver mirrors not only have excellent durability, but also are more environmentally friendly and healthy, providing users with a safer use environment. Aluminum mirrors, as a newer reflective mirror material, have excellent reflective effects and clarity. Compared with traditional aluminum mirrors, modern aluminum mirrors have been upgraded in materials and craftsmanship, which improves durability and visual effects. A metal frame is set on the edge of the mirror 1, usually made of stainless steel and aluminum alloy, both of which have high strength and corrosion resistance. The metal frame is sturdy and durable, can effectively protect the mirror 1, and increase the overall texture of the product. It can also be a solid wood frame, using high-quality wood, and after careful processing and treatment, to ensure the texture and beauty of the frame. Solid wood frames have unique textures and colors that can enhance the overall grade and beauty of the product while giving people a natural and comfortable feeling.

[0047] The display screen 120 is embedded in the mirror surface 1, which maintains the integrity and aesthetics of the mirror surface 1. The display screen 120 is a high-definition smart display screen 120, and the display effect is clear and delicate. The camera device 110 selects a high-definition camera 7, which can capture delicate and clear pictures, ensure that the photos taken by the user are of high quality, and can also select a variety of photo modes, such as full-body photos, half-body photos, close-ups, etc., to meet the shooting needs of different users. The user can preview the shooting effect in real time on the mirror surface 1, and adjust the parameters such as focal length, brightness, contrast, etc. through gestures or touch screen to obtain the best shooting effect. The user only needs to perform simple operations to quickly complete the photo shooting, and save the photos in the local or cloud storage space, which is convenient for viewing and sharing at any time. And the high-definition camera 7 can also be equipped with a beauty function to make the photos and videos more beautiful. The camera device 110 and the image processing module 130 use a high-precision camera 7 and an image recognition algorithm, which can capture the user's body shape and movement in real time, and use AR technology to superimpose virtual clothing on the user's real-time image to achieve a virtual fitting effect.

[0048] The fitting control module 140 has a built-in powerful algorithm and database, which can recommend suitable dressing solutions for users based on weather, user's body shape, skin color, preferences, etc. Whether it is daily travel or special occasions, it can provide users with personalized dressing suggestions and help users quickly choose suitable clothes and accessories.

[0049] In addition to providing outfit suggestions, the fitting control module 140 also supports a virtual fitting function, which allows users to see the matching effects of different clothes on the mirror and understand the overall effect of the outfit without actually trying them on. This not only saves users' time and energy, but also improves shopping efficiency and satisfaction.

[0050] The user can control and select different clothing combinations through the human-computer interaction module 150.

[0051] Optionally, the AI-based smart dressing mirror system further includes: a lamp 182 , arranged at the edge of the mirror surface 1 ;

[0052] The light control module 181 is connected to the lamp 182 for communication; the light control module 181 is connected to the human-computer interaction module 150 for communication, and the light control module 181 controls the lamp 182 to generate corresponding light according to the corresponding interaction instruction of the human-computer interaction module 150.

[0053] In this embodiment, the AI-based smart dressing mirror system also includes a lamp 182 and a light control module 181. The lighting setting is integrated to not only provide a clear reflection effect, but also provide sufficient light for users in scenes such as fitting and makeup through built-in lighting to enhance the user experience.

[0054] The lamp 182 uses LED lights, LED light sources, soft lighting effect, no glare, to ensure that users feel comfortable during use. LED lamps 182 are energy-saving and environmentally friendly, with a long service life, reducing the frequency of bulb replacement.

[0055] The lamp 182 uses LED light strips, which use energy-saving and environmentally friendly LED lamp beads to ensure the service life and stability of the product. The LED light strip can provide soft and comfortable light, helping users to better observe their wearing effects when trying on clothes.

[0056] The light control module 181 can realize a variety of light modes, such as natural light, warm white light, cold white light, etc., in conjunction with the lamp 182, to meet the needs of users in different scenarios. Each light mode has its own unique effect. For example, the light in the natural light mode is soft and natural, the warm white light mode creates a warm and comfortable atmosphere, and the cold white light mode is brighter and clearer.

[0057] Among them, the natural light mode simulates the natural light in the early morning, with soft light, which helps to accurately grasp the color of the clothes and the overall matching effect. The warm white light mode can create a warm and comfortable atmosphere, suitable for getting up in the morning or removing makeup at night. The cold white light mode is bright, suitable for use when applying makeup or styling your hair, providing a clearer field of vision. Using PWM dimming technology, smooth adjustment from dim light to strong light can also be achieved, allowing users to freely adjust the brightness and color temperature of the light according to their preferences and needs. The stepless dimming function makes the light change smoother and more natural, avoiding the abruptness caused by traditional segmented adjustment. Users can adjust the light brightness through the touch panel or voice control to obtain the most comfortable light brightness.

[0058] This application uses high-quality mirror materials and advanced image processing technology to ensure high color reproduction, allowing users to see their truest selves. High color reproduction helps users make more accurate judgments in scenes such as trying on clothes and putting on makeup.

[0059] Optionally, the AI-based smart dressing mirror system further includes a health management module 170 , which is suitable for acquiring health data and displaying it on the display screen 120 .

[0060] The health management module 170 includes a weight scale and a body fat measurement module to measure health data. The weight scale and the body fat measurement module can measure the user's health indicators such as height, weight and body fat. The data is transmitted to the health management module 170 via Bluetooth or Wi-Fi and displayed on the mirror 1. The system records the user's health data change trend and provides a visual chart to help the user understand his or her health status.

[0061] The user can also set health goals through the health management module 170, and the system provides personalized health advice and reminders. Through the built-in camera 7 and sensors, the user's body shape, posture and other information can be monitored, and corresponding health advice can be given. In addition, it can also be connected to smart bracelets, weight scales and other devices to obtain the user's weight, heart rate and other health data, providing users with more comprehensive health management services.

[0062] Optionally, the AI-based smart dressing mirror system also includes a makeup and skin care module 160, which is communicatively connected to the human-computer interaction module 150, and the interactive instructions include makeup and skin care instructions. The makeup and skin care module 160 generates makeup and skin care suggestions based on the makeup and skin care instructions and displays them on the display screen 120.

[0063] Optionally, the makeup and skin care module 160 includes: a facial recognition unit, which uses face recognition to capture the user's facial features and skin color information; a recommendation unit, which is communicated with the facial recognition unit, and the recommendation unit recommends personalized makeup plans and skin care suggestions based on the user's preferences, historical usage data, facial features and skin color information, and displays them on the display screen 120.

[0064] In this embodiment, the makeup and skin care module 160 includes a facial recognition unit and a recommendation unit. The facial recognition unit uses face recognition technology to capture information such as the user's facial features and skin color. The recommendation unit analyzes the user's skin condition based on the facial features and skin color, and uses an artificial intelligence algorithm to recommend suitable cosmetics and skin care products based on the user's skin quality, preferences, and historical usage data, thereby providing personalized makeup solutions and skin care suggestions to help users create a beautiful makeup look.

[0065] Optionally, the human-computer interaction module 150 includes a touch screen and / or a voice module.

[0066] In this embodiment, the human-computer interaction module 150 supports voice interaction, and the user can interact with the AI-based smart dressing mirror system through voice commands. The user can also conveniently select and adjust settings on the mirror 1 through touch operation of the mirror 1.

[0067] The mirror 1 or the touch panel next to it also supports direct operation, making it convenient for users to choose according to their own habits.

[0068] With the touch screen setting, users can easily control the light switch 10, brightness adjustment, light mode switching and other operations by touching the screen. Touch control makes the operation simpler and more intuitive, and users can quickly get started without additional learning.

[0069] With voice control, users can operate the lights through voice commands. Voice control provides users with a more convenient way of operation, especially suitable for situations where hands are busy or inconvenient to operate.

[0070] By applying voice assistant technology, a new interactive experience can be provided to users. Through the built-in intelligent voice assistant, users can easily interact with the dressing setting system and realize various functional operations.

[0071] For example, through voice control, users can control the various functions of the AI-based smart dressing mirror system through simple voice commands, such as "turn on the lights", "adjust the brightness", "play music", etc. Voice control makes operation more convenient, without the need for manual operation by the user, and improves the efficiency of use. Intelligent recommendations can also be made through voice. The intelligent voice assistant can recommend suitable dressing plans for users based on the user's body shape, skin color, preferences and other information. Users only need to state their needs, such as "I need a set of clothes suitable for the office", and the intelligent voice assistant can recommend suitable clothing combinations for users.

[0072] Users can also use voice commands to let the AI-based smart dressing mirror system show the virtual fitting effects of different clothes. For example, users can say "I want to try on this dress", and the AI-based smart dressing mirror system will show the fitting effect of the dress, allowing users to understand the dressing effect without actually trying it on.

[0073] Users can also use voice to query weather, news, time and other information, and the AI-based smart dressing mirror system will display relevant information in real time. For example, users can say "how is the weather today", and the AI-based smart dressing mirror system will display the weather conditions of the day.

[0074] Through voice recognition technology, users can also use voice commands to control music playback, pause, switch and other operations.

[0075] The mirror surface 1 provided by the present invention integrates advanced display technology and intelligent control system, and can automatically transform the front and back sides of the mirror surface 1 into picture mirror surfaces when not in use, which is not only practical but also highly decorative. It includes:

[0076] Automatically switch between mirror and picture modes: When the user does not use the dressing setting system, the system will automatically switch Mirror 1 to picture mode to display preset or customized picture content. When the user approaches or touches Mirror 1, the system will quickly recognize and switch back to Mirror 1 mode for normal use by the user.

[0077] High-definition picture display: The picture mirror adopts high-definition display technology to ensure that the picture content is clear and delicate. It supports multiple picture formats, and users can freely upload and change the picture content according to their preferences.

[0078] Personalized customization: Users can customize picture content and switching modes according to their home style and personal preferences. A variety of preset picture libraries are provided for users to choose from to meet the aesthetic needs of different users.

[0079] Intelligent sensing system: Built-in high-precision sensors can accurately identify the user's approach and departure movements. According to the ambient light and user activities, the image brightness and contrast are automatically adjusted to ensure the best visual effect.

[0080] Alternatively, if Figure 2 As shown, the AI-based smart dressing mirror system also includes: a support frame 4 connected to the mirror surface 1; and walking wheels 5 arranged at the bottom of the support frame 4.

[0081] In this embodiment, the AI-based smart dressing mirror system further includes a support frame 4 and a walking wheel 5. The mirror surface 1 is arranged on the support frame 4. The support frame 4 can constitute a clothes hanger 3.

[0082] The support frame 4 includes a support frame 4 and a crossbar. The support frame 4 is made of high-quality materials to ensure that the clothes hanger 3 has sufficient load-bearing capacity and can safely hang clothes. The support frame 4 is convenient for users to hang clothes at any time. It uses modern technology and materials to create a durable and stylish clothes hanger 3, which meets the user's dual needs for home practicality and aesthetics. Among them, stainless steel is known for its excellent corrosion resistance, strength and durability. Selecting high-quality stainless steel as the main material of the clothes hanger 3 ensures that it is not easy to rust, deform or damage during long-term use. At the same time, the gloss and texture of stainless steel also add a sense of fashion to the clothes hanger 3. At the same time, in order to increase the aesthetics and sense of space of the clothes hanger 3, transparent or translucent glass materials can be used in some positions. Glass has elegant and modern characteristics. When used in combination with stainless steel, it can create a simple and advanced visual effect. In order to add a warm feeling to the clothes hanger 3, we can also add wooden elements locally. Select high-quality solid wood or specially treated wood, such as carbonized wood, antiseptic wood, etc., so that it has both the beauty of natural texture and a certain durability.

[0083] The crossbar of the clothes hanger 3 needs to have a certain degree of adjustability. According to the different sizes and shapes of clothes, a retractable or detachable crossbar can be set, so that users can adjust it according to their needs to adapt to various types of clothes. The support frame 4 does not take up extra space, thus saving space. The simple line setting makes the clothes hanger 3 look smoother and more elegant as a whole. In terms of color, the silver-gray color of stainless steel will be the main color, matched with the transparent color of glass and the natural color of wood to form a harmonious and unified visual effect. At the same time, it can also be customized according to the personalized needs of users, and different color options can be provided. In order to increase the convenience of using the clothes hanger 3, LED lighting can be set at the bottom or side to provide soft light, which is convenient for users to use at night or in a dimly lit environment.

[0084] The support frame 4 provided by the present invention is an important component of the intelligent dressing setting system. It not only bears the weight of the entire mirror body, but also needs to ensure stability, durability and aesthetics. In the setting, we fully considered the user's usage needs and the matching of the home environment, and adopted high-strength and beautiful materials to ensure the stability and service life of the intelligent dressing setting system. The support frame 4 is mainly made of metal materials such as iron, aluminum or stainless steel. These metal materials have the characteristics of high strength, corrosion resistance, and oxidation resistance. They can withstand large weights and torques, ensuring the stability and safety of the intelligent dressing setting system. The load-bearing capacity of the metal support frame 4 can usually range from tens of kilograms to hundreds of kilograms, and the specific value depends on the material, thickness and structural setting. This load-bearing capacity is sufficient to meet the weight requirements of the intelligent dressing mirror and the clothes hung on it. The support frame 4 adopts a wide setting, thereby improving the overall stability.

[0085] In order to meet the needs of different users and environments, the support frame 4 is also provided with an adjustable function. The user can adjust the height and angle of the support frame 4 according to the actual situation, so that the intelligent dressing setting system is more in line with his own usage habits and home environment.

[0086] The surface of the metal support frame 4 is specially treated, such as polishing, sandblasting, electroplating, etc., to give it a beautiful and smooth appearance. At the same time, it can also be customized according to the user's preferences and needs, providing different colors and patterns to choose from. The setting of the support frame 4 can also fully consider the coordination between the support frame 4 and the home environment. By selecting appropriate materials, colors and shapes, it can be integrated into various home styles and become a part of home decoration.

[0087] The walking wheel 5 can be a pulley. As one of the core components, the movable pulley not only bears the weight of the mirror body, but also affects the convenience of movement and safety of use of the mirror. In terms of setting and material selection, the load-bearing capacity, sliding smoothness, durability and aesthetics of the pulley can be fully considered to ensure that users can enjoy a smooth and stable experience during use.

[0088] Among them, the pulley is mainly made of high-strength materials such as stainless steel or aluminum alloy, which have excellent wear resistance and corrosion resistance and can maintain stable performance in various environments. The pulley is set with precision bearings to ensure smooth and unobstructed sliding while bearing the weight of the mirror body. At the same time, the pulley is also equipped with rubber shock-absorbing pads to reduce the noise and vibration generated during movement. The pulley can withstand a large weight, ensuring that the smart clothing setting system can still move stably and smoothly when fully loaded with clothes. The pulley is made of high-precision bearings and high-quality materials to ensure no resistance and no jamming during sliding, providing users with a smooth use experience. The pulley has been specially treated and has excellent wear resistance and corrosion resistance. It can maintain stable performance during long-term use and extend the service life of the smart clothing setting system. The pulley is equipped with rubber shock-absorbing pads to reduce the noise and vibration generated during movement and ensure the safety of users during use. The installation process of the pulley is simple and quick. Users only need to follow the steps in the instruction manual to complete the installation. The height and angle of the pulley can be adjusted according to the needs of the user to ensure that the smart clothing setting system can adapt to different usage environments and needs.

[0089] Optionally, the AI-based smart dressing mirror system further includes a storage cabinet 2 , which is disposed on the support frame 4 and is located away from the mirror surface 1 .

[0090] The storage cabinet 2 provided by the present invention can be a shoe cabinet, so as to realize the orderly storage and matching of shoes. At the same time, it can also integrate advanced intelligent technology to provide users with personalized fashion suggestions and matching recommendations, including:

[0091] Deodorization and sterilization: Deodorization and sterilization are accomplished through ozone, which can decompose organic or inorganic substances with ozone odor by relying on its oxidizing properties. The main components of the odor are ammonia, methyl mercaptan, etc. Ozone oxidizes and decomposes them, making the items odor-free.

[0092] Moisture Removal: Using advanced technology, energy-saving PTC heating element, ultra-quiet cooling fan, controlled by microprocessor, it can drive away moisture and sweat to prevent shoes from getting damp and moldy.

[0093] Safety: The power is cut off when the door is opened, and an alarm device is installed to prevent ozone leakage, making it a healthy and green product.

[0094] The 8 functional areas are independent and can handle different shoes separately to meet different needs as much as possible.

[0095] Intelligent: It has the function of automatic shoe polishing, which is convenient for people's daily life. One-button operation, automatic display, and automatic testing of ozone concentration in the box.

[0096] Multi-layer storage space: Provides multi-level storage space, which can classify and place shoes of different styles to meet the diverse needs of users.

[0097] Convenient access: The reasonable layout and user-friendly design make it easy for users to quickly find and take the shoes they need.

[0098] Optionally, the AI-based smart dressing mirror system also includes a home automation control module 190, which is suitable for interconnection with other smart home devices.

[0099] In this embodiment, the mirror 1 is integrated with the home automation module 190, allowing the user to control home devices such as lighting, music and air conditioning by voice or touch. It supports multiple smart home protocols (such as Zigbee, Z-Wave, Wi-Fi) to achieve interconnection with other smart devices.

[0100] Optionally, the AI-based smart dressing mirror system also includes a music playing module 200 , and the music playing module 200 is arranged at the edge of the mirror surface 1 .

[0101] In this embodiment, by integrating the music playing function, the user can enjoy music while tidying up. Through advanced Bluetooth or Wi-Fi technology, it can be connected with mobile phones, tablet computers and other devices to play the user's favorite music, thereby achieving the effect of soothing the mood and relieving stress.

[0102] By setting up a speaker and a handset 6, clear and pleasant sound quality can be provided. Supporting multiple connection methods such as Bluetooth and Wi-Fi, it is convenient for users to seamlessly transfer music from mobile phones, tablets and other devices to the dressing mirror. The music source can be selected and played from a mobile phone, a music platform or a built-in music library. Music platforms include NetEase Cloud Music, QQ Music, etc. Users can also directly select and control music playback on the touch screen, such as play, pause, switch songs, adjust the volume, etc. The built-in high-quality sound system can ensure clear sound quality and moderate volume, bringing users a comfortable music experience. While playing music, the information of the currently playing song, such as the song name, singer name, etc., can also be displayed on the mirror 1.

[0103] It also includes a weather query module. Based on weather data and user information, the AI-based smart dressing mirror system will use advanced algorithms and databases to generate suitable dressing suggestions. These suggestions usually include the following considerations:

[0104] Temperature and warmth: Depending on the temperature, users are advised to choose appropriate clothing thickness and material. For example, in cold weather, it is recommended to wear warm clothing such as down jackets and sweaters; in hot weather, it is recommended to wear light clothing such as short sleeves and shorts.

[0105] Precipitation and rain protection: When precipitation is expected, the AI-based smart dressing mirror system will remind users to bring rain gear and recommend waterproof coats and shoes.

[0106] Wind force and wind protection: In windy weather, the AI-based smart dressing mirror system will recommend users to choose coats and hairstyles that can withstand wind to avoid being affected by the wind.

[0107] Activity and comfort: Taking into account the different activity needs of users, such as outdoor sports, indoor office, etc., the AI-based smart dressing mirror system will provide corresponding dressing suggestions to ensure that users can maintain comfortable and appropriate dressing in various occasions.

[0108] The AI-based smart dressing mirror system is also equipped with an explosion-proof module, which uses a special safety explosion-proof design. Even if the mirror breaks in extreme cases, it will not produce sharp fragments, greatly reducing the risk of accidental injury. This design provides users with safer use protection.

[0109] like Figure 2 As shown, the AI-based smart dressing mirror system includes a mirror 1, a storage cabinet 2, a clothes hanger 3, a support frame 4 and a walking wheel 5; the mirror 1 has a built-in algorithm and database, such as Figure 3 , 4 As shown, a receiver 6 and a camera 7 are installed on the upper part of the mirror surface 1, and a functional area 8 is displayed on the left side; Figure 5 As shown, the storage cabinet 2 is located below the back of the mirror 1 , and the storage cabinet 2 provides a multi-layer storage space; the clothes hanger 3 is located above the back of the mirror 1 ; and the walking wheel 5 is located below the support frame 4 .

[0110] The multifunctional clothing design system provided by the embodiment of the present invention has a function area 8 including six functions: smart clothing, music, lighting, weather, elves, and camera.

[0111] like Figure 6 As shown, the shoe cabinet of the AI-based smart dressing mirror system provided in an embodiment of the present invention includes: a power supply 9, a switch 10 and a functional interface 11.

[0112] This application embeds the lighting system into the mirror frame, which can provide users with soft and comfortable light; the storage space is cleverly hidden inside the mirror body, which is convenient for users to store items such as clothes and accessories. It not only improves the practicality of the AI-based smart dressing mirror system, but also makes its appearance more neat and beautiful. At the same time, it can also save home space and make the home environment more spacious and comfortable.

[0113] This application selects high-quality silver-coated glass, built-in LED light source and control module, supports multiple light modes and stepless dimming function; integrates high-definition display screen 120 and high-precision camera 7 to realize virtual fitting function; includes weight scale and body fat measurement module to support health data measurement; configures voice recognition and touch module to support multiple interaction methods.

[0114] Among them, the light control module 181 switches between natural light, warm white light and cold white light modes and has stepless dimming function; the fitting control module 140 uses AR technology and intelligent recognition algorithms to achieve the superposition of virtual clothing and personalized recommendations; the health management module 170 measures, records and analyzes health data to provide personalized health advice; the beauty and skin care module 160 uses artificial intelligence algorithms to analyze user facial features and skin quality, and recommends suitable products and solutions; the integrated home automation control module 190 supports interconnection with other smart home devices; the human-computer interaction module 150 enhances the user experience through voice interaction and touch operation software.

[0115] Integrate hardware components into the AI-based smart dressing mirror system to ensure normal connection and communication between modules; install and debug the software system to ensure the normal operation of each functional module; conduct comprehensive functional testing and user experience testing to identify and fix problems; optimize system performance to ensure the stability and smoothness of the AI-based smart dressing mirror system.

[0116] In the fitting control module 140, the image capture and preprocessing module uses the high-definition camera 7 to capture and optimize the user image in real time. The human feature recognition module uses a well-trained CNN model to accurately extract human feature points and perform posture estimation. The virtual clothing overlay module uses AR technology to cleverly combine virtual clothing with user images, and the three-dimensional reconstruction algorithm ensures the natural and smooth display of clothing. The personalized recommendation module creates unique clothing recommendations for users based on user body shape and preferences through collaborative filtering algorithms.

[0117] The facial image capture module of the makeup and skin care module 160 captures the user's facial image, and the feature extraction module uses DCNN deep analysis to accurately identify skin type, facial features and skin condition. Based on this information and the rich product information in the database, the product recommendation module can accurately recommend beauty and skin care products to users through a content-based recommendation algorithm. The personalized solution generation module tailors personalized beauty and skin care solutions based on the user's skin type and skin care goals.

[0118] Through the above specific design, a feature-rich and easy-to-use AI-based smart dressing mirror system can be built to provide users with a comprehensive dressing, lighting, beauty, health management and smart home control experience.

[0119] Obviously, the above embodiments are merely examples for clear description and are not limitations of the implementation methods.

[0120] For ordinary technicians in the relevant field, other different forms of changes or modifications can be made based on the above description. It is not necessary and impossible to list all the implementation methods here. However, the obvious changes or modifications derived from this are still within the protection scope of the invention.

Claims

1. An AI-based smart dressing mirror system, It is characterized in that The AI-based smart dressing mirror system includes: Mirror(1); A display screen (120) integrated into the mirror surface (1); A camera device (110); An image processing module (130) is connected to the camera device (110) for communication, and the image processing module (130) generates a clothing matching signal according to the body shape and movement of the human body recognized by the camera device (110); A human-computer interaction module (150), adapted to obtain interaction instructions; A fitting control module (140) is respectively connected to the image processing module (130) and the human-computer interaction module (150), and the fitting control module (140) superimposes virtual clothing on the real-time image of the mirror (1) according to the interaction instruction and the clothing matching signal, and displays it on the display screen (120).

2. The AI-based smart dressing mirror system according to claim 1, It is characterized in that The AI-based smart dressing mirror system also includes: A lamp (182) is arranged at the edge of the mirror surface (1); A light control module (181) is communicatively connected to the lamp (182); The light control module (181) is communicatively connected to the human-computer interaction module (150), and the light control module (181) controls the lamp (182) to generate corresponding light according to the corresponding interaction instruction of the human-computer interaction module (150).

3. The AI-based smart dressing mirror system according to claim 1, It is characterized in that It also includes a health management module (170), which is suitable for acquiring health data and displaying it on the display screen (120).

4. The AI-based smart dressing mirror system according to claim 1, It is characterized in that It also includes a makeup and skin care module (160), which is in communication with the human-computer interaction module (150), and the interactive instructions include makeup and skin care instructions. The makeup and skin care module (160) generates makeup and skin care suggestions based on the makeup and skin care instructions and displays them on the display screen (120).

5. The AI-based smart dressing mirror system according to claim 4, It is characterized in that The makeup and skin care module (160) comprises: A facial recognition unit that uses face recognition to capture the user's facial features and skin color information; A recommendation unit is connected to the facial recognition unit for recommending personalized makeup solutions and skin care suggestions based on the user's preferences, historical usage data, facial features and skin color information, and displaying them on the display screen (120).

6. The AI-based smart dressing mirror system according to any one of claims 1 to 5, It is characterized in that The human-computer interaction module (150) comprises a touch screen and / or a voice module.

7. The AI-based smart dressing mirror system according to any one of claims 1 to 5, It is characterized in that Also includes: A support frame (4) connected to the mirror surface (1); The walking wheel (5) is arranged at the bottom of the supporting frame (4).

8. The AI-based smart dressing mirror system according to claim 7, It is characterized in that It also comprises a storage cabinet (2), wherein the storage cabinet (2) is arranged on the support frame (4), and the storage cabinet (2) is arranged away from the mirror surface (1).

9. The AI-based smart dressing mirror system according to any one of claims 1 to 5, It is characterized in that It also includes a home automation control module (190), which is suitable for interconnecting with other smart home devices.

10. The AI-based smart dressing mirror system according to any one of claims 1 to 5, It is characterized in that The AI-based smart dressing mirror system further comprises a music playing module (200), wherein the music playing module (200) is arranged at the edge of the mirror surface (1).

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