CN110929146A

CN110929146A - Data processing method, device, equipment and storage medium

Info

Publication number: CN110929146A
Application number: CN201911014304.2A
Authority: CN
Inventors: 韩坤芳
Original assignee: Alibaba Group Holding Ltd
Current assignee: Alibaba Group Holding Ltd
Priority date: 2019-10-23
Filing date: 2019-10-23
Publication date: 2020-03-27
Anticipated expiration: 2039-10-23
Also published as: CN110929146B

Abstract

The embodiment of the application provides a data processing method, a data processing device, data processing equipment and a storage medium, so that waste of resources is reduced. The method comprises the following steps: the method comprises the following steps of collecting face images under various brightness conditions to determine personalized use information according to the face images under the various brightness conditions, wherein the brightness conditions comprise: the brightness condition of the equipment light and/or the brightness condition of the ambient light; and under the condition of using the equipment, adjusting the brightness of the equipment according to the personalized use information. Therefore, when the user uses the makeup mirror, the brightness of the equipment can be adjusted according to the personalized use information, the equipment is convenient to use by the user, the user does not need to adjust the equipment by himself, and the use efficiency and the use effect can be improved. And the user can know the personalized skin care data of the user without searching in the network, thereby reducing the waste of network resources and improving the skin care efficiency of the user. And the user can pertinently select skin care products and the like suitable for the user, so that waste is reduced.

Description

Data processing method, device, equipment and storage medium

Technical Field

The present application relates to the field of computer technologies, and in particular, to a data processing method and apparatus, an electronic device, and a storage medium.

Background

Currently, more and more users pay attention to the skin and makeup problem, and many users acquire knowledge of skin care and makeup on various platforms, websites and other network terminals.

However, the appearance, skin condition, and the like of each user are different, so knowledge of skin and makeup obtained on the network may cause various problems, for example, user a makes a good use of makeup a1 and makes a recommendation, while user B makes use of makeup a1 based on the recommendation of user a may not match his skin color, resulting in too white, dark, or clogged pores, whelks, and the like.

Therefore, the user needs to repeatedly inquire about various skin-related knowledge and try to use the knowledge, which results in waste of network resources and low efficiency.

Disclosure of Invention

The embodiment of the application provides a data processing method, so that the waste of resources is reduced.

Correspondingly, the embodiment of the application also provides a data processing device, an electronic device and a storage medium, which are used for ensuring the implementation and application of the method.

In order to solve the above problem, an embodiment of the present application discloses a data processing method applied to a device having a mirror, the method including: the method comprises the following steps of collecting face images under various brightness conditions to determine personalized use information according to the face images under the various brightness conditions, wherein the brightness conditions comprise: the brightness condition of the equipment light and/or the brightness condition of the ambient light; and under the condition of using the equipment, adjusting the brightness of the equipment according to the personalized use information.

The embodiment of the application also discloses a data processing method, which comprises the following steps: receiving face images acquired under various brightness conditions, wherein the brightness conditions comprise: the brightness condition of the equipment light and/or the brightness condition of the ambient light; determining personalized use information according to the face images under the various brightness conditions; feeding back the personalized use information so that the device with the mirror adjusts brightness according to the personalized use information.

The embodiment of the application also discloses a data processing method, which is applied to the cosmetic mirror, wherein the cosmetic mirror is provided with a switch part, and the switch part comprises a physical switch button and/or a virtual switch button; the method comprises the following steps: according to the triggering of the switch component, the face images under various brightness conditions are collected, so that the personalized use information is determined according to the face images under various brightness conditions, wherein the brightness conditions comprise: the brightness condition of the equipment light and/or the brightness condition of the ambient light; and under the condition of using the cosmetic mirror, adjusting the brightness of the equipment according to the personalized use information.

The embodiment of the application also discloses a data processing method, which is applied to a cosmetic mirror light adjusting system and comprises a cosmetic mirror and brightness-related Internet of things equipment; the method comprises the following steps: under the condition of using the cosmetic mirror, acquiring ambient brightness information through a photosensitive sensor; and controlling the on-off state of the Internet of things equipment related to the brightness according to the environment brightness information and the personalized use information, and adjusting the brightness of the light part of the beauty mirror.

The embodiment of the application also discloses a data processing method, which comprises the following steps: collecting a face image; uploading the face image to enable a server to identify personalized use information of the user based on the face image; receiving the personalized use information; and outputting according to the personalized use information.

The embodiment of the application also discloses a data processing device, which comprises: the acquisition module is used for acquiring the face images under various brightness conditions to determine personalized use information according to the face images under various brightness conditions, wherein the brightness conditions comprise: the brightness condition of the equipment light and/or the brightness condition of the ambient light; and the brightness adjusting module is used for adjusting the brightness of the equipment according to the personalized use information under the condition of using the equipment.

The embodiment of the application also discloses a data processing device, which comprises: the system comprises a collected image receiving module, a face image acquisition module and a face image acquisition module, wherein the collected image receiving module is used for receiving the face image acquired under various brightness conditions, and the brightness conditions comprise: the brightness condition of the equipment light and/or the brightness condition of the ambient light; the using information determining module is used for determining personalized using information according to the face images under the various brightness conditions; and the feedback module is used for feeding back the personalized use information so that the equipment with the mirror can adjust the brightness according to the personalized use information.

The embodiment of the application also discloses a data processing device, which is applied to the cosmetic mirror, wherein the cosmetic mirror is provided with a switch part, and the switch part comprises a physical switch button and/or a virtual switch button; the device comprises: the switch acquisition module is used for acquiring the face images under various brightness conditions according to the triggering of the switch component so as to determine the personalized use information according to the face images under the various brightness conditions, wherein the brightness conditions comprise: the brightness condition of the equipment light and/or the brightness condition of the ambient light; and the use adjusting module is used for adjusting the brightness of the equipment according to the personalized use information under the condition of using the cosmetic mirror.

The embodiment of the application also discloses a data processing device which is applied to the equipment of the light adjusting system of the cosmetic mirror; the system comprises a cosmetic mirror and brightness-related Internet of things equipment; the device comprises: the brightness acquisition module is used for acquiring the ambient brightness information through the photosensitive sensor under the condition of using the cosmetic mirror; and the brightness control module is used for controlling the on-off state of the Internet of things equipment related to the brightness according to the environment brightness information and the personalized use information, and adjusting the brightness of the light part of the beauty mirror.

The embodiment of the application also discloses a data processing device, which comprises: the face acquisition module is used for acquiring a face image; the uploading module is used for uploading the face image so that the server identifies the personalized use information of the user based on the face image; the receiving module is used for receiving the personalized use information; and the output module is used for outputting according to the personalized use information.

The embodiment of the application also discloses an electronic device, which comprises: a processor; and a memory having executable code stored thereon, which when executed, causes the processor to perform a data processing method as described in one or more of the embodiments of the present application.

One or more machine-readable media having stored thereon executable code that, when executed, causes a processor to perform a data processing method as described in one or more of the embodiments of the present application are also disclosed.

Compared with the prior art, the embodiment of the application has the following advantages:

in the embodiment of the application, the face images under various brightness conditions can be acquired, and the brightness conditions include: the brightness condition of the equipment light and/or the brightness condition of the environment light are analyzed and determined to obtain the personalized use information, so that when a user uses the cosmetic mirror, the brightness of the equipment can be adjusted according to the personalized use information, the use by the user is facilitated, the user does not need to adjust the equipment by himself, and the use efficiency and the use effect can be improved. And the user can know the personalized skin care data of the user without searching in the network, thereby reducing the waste of network resources and improving the skin care efficiency of the user. And the user can pertinently select skin care products and the like suitable for the user, so that waste is reduced.

Drawings

FIG. 1A is a schematic diagram illustrating an example of a use scenario of a cosmetic mirror according to an embodiment of the present disclosure;

FIG. 1B is a flowchart illustrating steps of a data processing method for a cosmetic mirror according to an embodiment of the present disclosure;

FIG. 2 is a schematic diagram of an example of a data processing system according to an embodiment of the present application;

FIG. 3 is a flowchart illustrating steps of a server of a data processing method according to an embodiment of the present application;

FIG. 4A is a schematic diagram of an example of an interaction process according to an embodiment of the present application;

FIG. 4B is an interaction diagram of an embodiment of a data processing method of the present application;

FIG. 5A is a schematic diagram of another example interaction process according to an embodiment of the present application;

FIG. 5B is a schematic diagram of an example of another interaction process according to an embodiment of the present application;

FIG. 5C is an interaction diagram of another data processing method embodiment of the present application;

FIG. 6 is a flowchart illustrating steps of a method for switch-based one-key personalization according to an embodiment of the present application;

fig. 7A is a schematic diagram of an example of an internet of things-based ambient brightness adjustment according to an embodiment of the present application;

fig. 7B is a flowchart illustrating steps of an example of adjusting ambient brightness based on the internet of things according to an embodiment of the present application;

FIG. 8 is an interaction diagram of yet another data processing method embodiment of the present application;

FIG. 9 is a block diagram of an embodiment of a data processing apparatus of the present application;

FIG. 10 is a block diagram of an alternate embodiment of a data processing apparatus of the present application;

FIG. 11 is a block diagram of another data processing apparatus embodiment of the present application;

FIG. 12 is a block diagram of an alternate embodiment of a data processing apparatus according to the present application;

FIG. 13 is a block diagram of an embodiment of a data processing apparatus of the present application;

FIG. 14 is a block diagram of a further data processing apparatus embodiment of the present application;

FIG. 15 is a block diagram of a next data processing apparatus embodiment of the present application;

fig. 16 is a schematic structural diagram of an apparatus according to an embodiment of the present application.

Detailed Description

In order to make the aforementioned objects, features and advantages of the present application more comprehensible, the present application is described in further detail with reference to the accompanying drawings and the detailed description.

The embodiment of the application provides a data processing system, which can assist a user in skin care, quickly and effectively customize a personal exclusive skin beautifying scheme of the user, and enable the user to quickly and effectively obtain professional guidance. This data processing system includes the terminal equipment that has the mirror such as makeup mirror, and this terminal equipment that has the mirror still includes light parts to the user can be based on multiple factors such as environment, user automatically regulated light when using equipment such as makeup mirror, promotes user's skin makeup efficiency, and equipment such as makeup mirror can provide individualized environmental configuration for the user, makes the exclusive makeup mirror of user, improves user's skin makeup quality, efficiency and specialty.

In the makeup mirror system shown in fig. 2, the data processing system includes a server 110 and a device 120, and the server may be various devices, apparatuses, or software modules that provide services for a single server, a server cluster, a cloud device, and/or a virtual machine. The device side 120 includes a terminal device with a mirror, such as a cosmetic mirror 122, and a terminal device with a screen 124, such as a mobile phone, a tablet computer, and the like. Therefore, the makeup mirror can provide light and other assistance in the skin care, makeup and other processes of a user, can adjust the brightness through different light, is suitable for different scenes and different skin care and makeup requirements of the user, and can also provide knowledge, guidance and the like of skin care and makeup for the user, such as providing a skin care scheme, makeup steps of various makeup and the like.

Fig. 1A is a schematic diagram illustrating an example of a cosmetic mirror usage scenario, and fig. 1B is a flowchart illustrating steps of a processing method of the cosmetic mirror usage scenario.

Step 102, collecting face images under various brightness conditions to determine personalized use information according to the face images under the various brightness conditions, wherein the brightness conditions comprise: a brightness condition of the device light and/or a brightness condition of the ambient light.

The beauty mirror can collect face images, wherein the face images under different brightness conditions can be collected under the condition of initial use, so that initialized data collection and setting are carried out, and personalized use information of a user is obtained. And the face image under the illumination condition when the user uses the cosmetic mirror every time can be collected, so that the personalized use information of the user is optimized.

Wherein the brightness condition includes: the lighting device may include a lighting component disposed around the mirror, and the lighting component may include a plurality of lights, such as Light Emitting Diodes (LEDs), and the like. Therefore, the brightness of the light parts around the mirror of the cosmetic mirror can be adjusted to collect any face image under the brightness conditions of various different equipment lights, and the brightness conditions of the equipment lights can be determined according to the number of the lights, such as the conditions of full-on lights, full-off lights, the conditions of different numbers of the lights and the like. The method for acquiring the face images under various brightness conditions comprises the following steps: under the condition that the equipment is provided with various lighting quantities, the human face images are respectively collected. The number of the lighting lamps of the lighting components of the equipment is adjusted, so that the face images under different lighting can be collected, the states, information and the like of the face under different brightness can be analyzed, the brightness adjustment can be conveniently carried out when the user uses the makeup mirror, and different requirements are met.

The ambient light comprises indoor light; the acquisition of the face images under various brightness conditions comprises the following steps: acquiring human face images under various indoor light conditions, wherein the indoor light conditions comprise: indoor natural light conditions, indoor lighting conditions. Recording the collected time information, and determining at least one of the following outdoor light factors according to the time information: weather factors, seasonal factors, solar lighting factors; determining an outdoor light condition as a function of the outdoor light factor.

The brightness conditions of the indoor illumination and the outdoor illumination can be collected, the brightness conditions of the indoor illumination comprise the brightness conditions of indoor non-lighting natural lighting, indoor curtain closing brightness and the like, and the brightness of the natural lighting is also related to the brightness of the outdoor light; for the brightness conditions of the outdoor light, including the brightness conditions under different weather, time and seasons, the brightness conditions of the outdoor light can be used in combination with the brightness conditions of the indoor light, such as recording time and other information while acquiring the brightness conditions of the indoor light, and the corresponding information of the weather, the seasons and the like can be determined based on the time information.

Based on the collected face images with different brightness conditions, the personalized use information of the user can be analyzed. The personalized use information refers to personalized information of the mirror device used by the user and can comprise skin information and use habit information of the user, wherein the skin information refers to characteristic information of the skin state of the user and comprises skin quality information and face state information, the skin quality refers to special attributes and characteristics of human skin, the skin quality information refers to information representing the special attributes and characteristics of the skin and comprises skin smoothness information, skin texture information and the like, and the face state information can be stored in the states of faces under different brightness, such as facial feature information and the like. The usage habit information may be set at initialization, actively set by a user, learned based on the user's usage, and the like.

The analysis of the face image may be performed at the device side, and may also be sent to the server side for analysis, which is not limited in the embodiment of the present application. The face image can be subjected to face recognition processing, face feature information of a face is recognized from the face image, if the face feature information cannot be recognized, an image error is confirmed, an error prompt can be generated, and accordingly the uploaded face image can be verified based on the face feature recognition. After the face feature information is recognized, the face image can be analyzed for skin-related information based on big data analysis, wherein the skin-related information of the user can be analyzed in combination with the face feature information, including the smoothness, brightness, and skin features of the skin, such as whether the skin color is natural and glossy, or dark and yellow, and also such as whether the skin is smooth, has problems of acne, blackhead, and pores, and whether there are facial lines such as wrinkles and french lines, and whether there are eye lines such as fine lines, eye bags, black eye circles, and lacrimal canals, and whether the face has various skin-related features such as spots and even skin color, and the skin-related features can be obtained based on the skin-related features. The skin smoothness information can include whether the skin has acne, spots, blackheads, pores and the like, the skin color (skin color for short) and the skin color uniformity degree and the like; the skin texture information includes: whether there are wrinkles, french lines, crow's feet, fine lines, under-eye puffiness, lacrimal ducts, etc. on the skin.

The five sense organs condition information comprises eye condition information such as whether black eyes, eye drop, multi-layer eyelid and the like exist, and nose condition information such as whether blackheads exist or not, large pores exist and the like; mouth condition information such as whether the lips are dry and astringent, lip corners have lines and the like; the eyebrow condition information includes eyebrow shape, eyebrow thinning degree, and the like. The facial images under different brightness conditions are collected for analysis, the skin-related characteristics under different brightness conditions can be analyzed, and then the facial state information of the user under different brightness conditions can be analyzed, such as yellow skin under natural light, unobvious five sense organs under bright light conditions, and the like.

In the embodiment of the application, the personalized use information can also determine personalized skin care data of the user, such as a skin condition report, skin care product recommendation information and the like. The skin condition report includes data such as skin condition information and skin care advice of the user.

In other embodiments of the application, various types of partners can cooperate with one another, the personalized use information is sent to the partner server, and skin care suggestions and/or skin care product recommendation information fed back by the partner server are obtained. The partner may correspond to various types, such as beauty institutions, cosmetic providers, and the like. Therefore, the platform is accessed to various cooperation parties, and professional skin care suggestions and skin care product recommendation information are provided by cooperation of the platform and the cooperation parties.

For the usage habit information, the device side can determine the usage habit information of the user based on the interaction with the user in the initialization stage or the usage process of the user, such as working day morning makeup, skin care every night, and the like. And in the process of using the cosmetic mirror by the user, the use habit information of the user can be learned by collecting various pieces of equipment information and the like when the user uses the cosmetic mirror.

The method can also acquire user related information of the user, such as personal attribute information of the user's age, skin color, face shape, preference and the like, and environment attribute information of the location and the like based on interaction with the user, so that during skin related analysis, analysis can be performed in combination with the user related information, and personalized skin care data such as a skin condition report, a skin care suggestion, skin care product recommendation information and the like can be analyzed in combination with personalized use information and the user related information.

The personalized skin care information of the user obtained by analysis, such as a skin condition report, can be sent to the terminal side and output through a screen, a voice output device and the like of the terminal, so that the user can know the skin state of the user, the targeted skin care knowledge and the like conveniently. And the light of terminal equipment with a mirror, such as a cosmetic mirror, can be adjusted based on the skin condition, the environment and the like of the current user, so that the user can more favorably care the skin and make up.

In an alternative embodiment, the personalized skin care data corresponding to the user may be determined based on the skin information of the user, for example, the skin problem data of the user is analyzed based on the skin condition information, the skin care advice is determined based on the skin problem data, the corresponding skin condition report is generated based on the skin problem data and the skin care advice, for example, the skin has oil, pox, blackhead, etc., the skin care advice of cleaning attention, etc. may be generated, and then the corresponding skin condition report is obtained.

In another alternative embodiment, the use habit information of the user may be input into the brightness adjustment model for model training, so as to obtain the brightness adjustment mapping information of the user. Before inputting the use habit information of the user, the brightness adjustment model can be a model common to each user, and the brightness adjustment mapping information of the user can be obtained after training based on the brightness adjustment of the user. So that when the user uses the cosmetic mirror, the required brightness can be determined and adjusted based on the brightness adjustment mapping information. The brightness adjustment mapping information of the user and the universal brightness adjustment model can be obtained based on skin data, habit information and mathematical model training of each user, and therefore the brightness adjustment mapping information and the universal brightness adjustment model can be used for analyzing the brightness required under the skin condition of the user. The mathematical model is a scientific or engineering model constructed by using a mathematical logic method and a mathematical language, and is a mathematical structure which is generally or approximately expressed by adopting the mathematical language aiming at the characteristic or quantity dependency relationship of a certain object system, and the mathematical structure is a pure relational structure of a certain system which is described by means of mathematical symbols. The mathematical model may be one or a set of algebraic, differential, integral or statistical equations, and combinations thereof, by which the interrelationships or causal relationships between the variables of the system are described quantitatively or qualitatively. In addition to mathematical models described by equations, there are also models described by other mathematical tools, such as algebra, geometry, topology, mathematical logic, etc. Where the mathematical model describes the behavior and characteristics of the system rather than the actual structure of the system.

In other optional embodiments, if the user uses a device including a mirror, such as a cosmetic mirror, a brightness adjustment instruction may be generated as part of the personalized use information based on information such as habits of the user, and the brightness adjustment instruction instructs the user to adjust the mirror display at the device side. For example, when the skin of the user is dark or dark, an instruction to increase the brightness may be generated, and when some skin features are difficult to recognize due to strong brightness during recognition, an instruction to decrease the brightness may be generated.

In some other embodiments, the personalized skin care data may be obtained based on analysis of skin condition information and user-related information, and the user-related information may be obtained from the terminal side, for example, the user may obtain user-related information by filling in a skin information questionnaire through a terminal-side display interface, or obtain user-related information of the user by performing voice interaction with the user through an audio input/output unit at the terminal side, so as to obtain personal attribute information such as age, skin color, face shape, preferences, and the like of the user, and environment attribute information such as the located position.

The skin information and the user related information can be analyzed together to obtain a corresponding skin condition report, a skin care suggestion and the like. The skin question data of the user can be analyzed according to the skin information, and the skin care advice can be determined according to the skin question data and the relevant information of the user, for example, the skin care advice corresponding to the skin question data can be determined based on analyzing the current environmental conditions such as air humidity or dryness and the like by using the position information such as the region where the skin question data is located, and the corresponding skin care advice can be analyzed based on the information such as the preference of the user and the like. Or training the skin information and the related information of the user together to obtain the corresponding skin care mapping information. When the personalized skin care mapping information of the user is trained, the training can be carried out based on the skin information identified by the face image uploaded by the user, the personal attribute information of the user, the environment attribute information and other information, more targeted skin care mapping information is obtained, and the skin care of the user is assisted. According to the skin information and the user-related information, determining a corresponding brightness adjustment instruction, for example, determining weather forecast information of the current day based on the region where the user is located, and then determining the corresponding brightness adjustment instruction by combining the skin condition information.

In the embodiment of the application, the makeup mirror is used for data acquisition, and in actual processing, the equipment terminal can acquire face information such as face images of users in various modes. For example, a face image is collected through a camera of the terminal device, if an application program is installed in the terminal device, the camera of the terminal device is called based on the function of the application program to collect the face image, if a camera is arranged on the terminal device with a mirror such as a cosmetic mirror, the face image can be collected through the camera, or the face image can be collected through an independent camera, and how to collect the face image can be specifically determined according to requirements.

The analysis of the personalized use information can also be realized in various ways, for example, the facial image is directly collected by equipment with a mirror such as a cosmetic mirror and the like and then analyzed, or the facial image is directly collected by equipment with a mirror such as a cosmetic mirror and the like and then sent to the terminal equipment for analysis, or the image is collected by the terminal equipment and then analyzed, and the facial image can also be collected by the terminal side and then sent to the server for analysis, which is not limited in the embodiment of the application.

After the personalized use information of the user is obtained by the analysis of the server, the personalized use information can be fed back to the equipment end, and the equipment also outputs according to the personalized use information, such as a skin condition report, a skin care suggestion, skin care product recommendation information and the like determined according to the skin information.

For equipment with a screen, a skin condition report, a skin care suggestion, skin care product recommendation information and the like can be displayed on the screen, or output in a video mode, a slide mode and the like; for equipment with mirror surfaces such as cosmetic mirrors and the like, the skin condition report, the skin care suggestion, the skin care product recommendation information and the like can be output through the audio output unit, so that a user can know the skin condition of the user and the skin care suggestion and the like conveniently, and the skin condition report can be output in any mode.

Therefore, personalized use information such as skin information, use habit information and the like of a user can be identified based on the collected face image, a skin condition report, a skin care suggestion, skin care product recommendation information and the like can be determined, so that the user can know the skin state, the skin care suggestion, a target and the like of the user, the user does not need to search in a network, the waste of network resources is reduced, the skin care efficiency of the user is improved, the user can pertinently select skin care products suitable for the user, and the like, and the waste is reduced.

Wherein, the skin problem data and skin care advice of the user can be analyzed according to the skin information; and generating a corresponding skin condition report according to the skin problem data and the skin care suggestion. The server side customizes a target skin task according to the skin condition report; and regularly acquiring a face image, analyzing skin information of a user, and determining task progress information of the target skin task according to the skin information. The target skin task may also be determined in conjunction with user-related information, including: personal attribute information and/or environmental attribute information. The user's needs and goals, the self-describing skin condition and the like can be known based on the personal attribute information of the user-related information, and the target skin task can be customized by combining the regional environment attribute information and the skin condition report. The cosmetic mirror can acquire user-related information of a user based on interactive operation with the user.

And 104, under the condition of using the equipment, adjusting the brightness of the equipment according to the personalized use information.

Data collection and personalized use information analysis are completed on equipment at the equipment end such as the cosmetic mirror, and the brightness of the cosmetic mirror can be adjusted when a user uses the cosmetic mirror.

The brightness adjustment information can be determined according to the use habit information, and the brightness of the equipment can be adjusted according to the brightness adjustment information. The brightness information of the current use scene can be determined according to the use habit information of the user, the lighting number of the lighting components of the cosmetic mirror can be determined according to the brightness information, and if the brightness information is the lighting number, the brightness level and the like, the lighting number corresponding to the brightness information can be started, and the brightness of the equipment can be adjusted. In the actual processing, the cosmetic mirror can also be combined with terminal equipment and the like to jointly adjust the brightness, if the terminal equipment is provided with an application program related to the cosmetic mirror, the application program can determine the brightness adjustment information and feed back the brightness adjustment information to the cosmetic mirror, and then the cosmetic mirror adjusts the brightness according to the brightness adjustment information.

In another optional embodiment, the adjusting the brightness of the device according to the personalized usage information includes: collecting a face image; and adjusting the brightness of the equipment according to the face image and the personalized use information. The adjusting the brightness of the equipment according to the face image and the personalized use information comprises: calculating brightness state information according to the face image; determining brightness adjustment information according to the brightness state information and the personalized use information; and adjusting the brightness of the equipment according to the brightness adjustment information.

The face image can be collected when a user uses equipment such as a cosmetic mirror, the current brightness information is calculated based on the face image, and the brightness of the equipment is adjusted by combining personalized use information. The brightness state information of the human face in the current environment, namely the state of the human face in the current brightness environment and the like, can be calculated through the human face image, the ambient brightness information of the current environment can be detected by combining a photosensitive sensor and the like, then the scene of the brightness environment required by a user is determined by combining the use habit information, the degree adjustment information is obtained, and then the brightness of the equipment can be adjusted by brightening the lamps with the corresponding number.

In another optional embodiment, the adjusting the brightness of the device according to the personalized usage information includes: determining interaction information with a user; and adjusting the brightness of the equipment according to the interactive information and the personalized use information. The adjusting the brightness of the device according to the interactive information and the personalized use information comprises: determining at least one target scene according to the interactive information with the user; determining brightness adjustment information according to the target scene and the personalized use information; and adjusting the brightness of the equipment according to the brightness adjustment information.

The user can interact with the user in the process of using the cosmetic mirror, for example, the user interacts with the user based on a preset interaction sentence library and the like to obtain corresponding interaction information, the interaction information is used for determining the use requirements of the user, such as required scene information and the like, the scenes generally refer to scenes in dramas, movies and television shows, the embodiment of the application refers to environmental scenes where the user is located, such as working scenes, shopping scenes, dating scenes, movie watching scenes and the like, therefore, at least one target scene can be determined based on the interaction information of the user, the target scene and the personalized use information are combined, brightness adjustment information is determined, and the brightness of the equipment is adjusted according to the brightness adjustment information. The makeup adjustment method comprises the steps of obtaining the brightness of a face of a user, acquiring the brightness of the face of the user, and obtaining the face image of the user, wherein under the condition of more than one target scene, the brightness of the two scenes can be switched between the brightness of the two scenes so that the user can check the face state under different scenes, and the face image of the user under different scene brightness can also be collected to give a makeup suggestion, how to adjust the makeup at present, and makeup adjustment information when switching between the target scenes. The makeup adjustment information may be analyzed at the device side, or may be fed back to the device side after being analyzed at the service side, which is not limited in the embodiments of the present application.

In an alternative embodiment of the present application, a device having a mirror, such as a cosmetic mirror, may have a switch assembly comprising: a physical switch button and/or a virtual switch button, so that a personalized configuration of one key can be performed based on the switch part, and the configuration of the personalized use information is performed according to the triggering of the switch part, wherein the switch part comprises: physical switch buttons and/or virtual switch keys. The brightness conditions of different equipment lights can be adjusted through the switch component, wherein the different brightness conditions can be adjusted by controlling the light components of equipment such as beauty mirrors and the like. Under the condition that the equipment of the Internet of things related to brightness is connected, the equipment of the Internet of things related to brightness can be controlled to adjust the brightness condition of the ambient light.

In the embodiment of the application, the beauty mirror can be further provided with modes, including an outdoor mode, an indoor mode and the like, and based on different modes, the brightness of indoor and outdoor environments can be simulated, so that based on mode information selected by a user, the brightness of the equipment is adjusted, and the mode information comprises at least one of the following modes: outdoor mode, indoor mode. The user can determine the makeup condition under the brightness, and can perform treatments such as skin care and makeup according to the makeup condition.

In this application embodiment, beautiful mirror joinable and luminance relevant thing networking facilities, including lamp, (window) curtain etc. the lamp includes various lamps that influence luminance when the user uses beautiful mirror such as indoor main lamp, desk lamp, the other lamp of beautiful mirror. And under the condition of using the makeup mirror, the brightness of the Internet of things equipment related to the brightness can be controlled, so that the makeup mirror is convenient for a user to use.

In some other embodiments of the present application, similar users may be further determined, and recommendations may be made for the similar users, where the recommendation information includes at least one of the following: personalized use information, makeup adjustment information, skin condition reports, skin care advice, and/or skin care product recommendation information. Under the condition that the user determines to agree to share personalized configurations, a similar user of the user can be determined, the similar user can be determined based on various conditions, for example, the user of the same province, city, district and building is determined based on regions, the user calculates similarity based on using habit information, user related information and the like of the user, the user with similarity obtaining a similarity threshold value, and the like, and can recommend personalized configurations, including personalized use information, makeup adjustment information, skin condition reports, skin care suggestions and/or skin care product recommendation information and the like.

On the basis of the above embodiments, the embodiment of the present application further provides a method for performing face image correlation analysis at a server, as shown in fig. 3.

Step 302, receiving a face image collected under a plurality of brightness conditions, wherein the brightness conditions include: a brightness condition of the device light and/or a brightness condition of the ambient light.

And step 304, determining personalized use information according to the face images under the various brightness conditions.

And step 306, feeding back the personalized use information so that the device with the mirror can adjust the brightness according to the personalized use information.

The determining of the personalized use information according to the face images under the multiple brightness conditions comprises the following steps: identifying face feature information from the face image; and analyzing skin information according to the face feature information, and analyzing use habit information according to the face feature information and the historical information.

In an optional embodiment, the analyzing the skin information according to the face feature information includes: analyzing the skin state according to the face feature information, and determining skin information, wherein the skin information comprises: skin information and facial features condition information, the facial features condition information is used for recording the facial features condition under different brightness conditions.

In another optional embodiment, the analyzing the usage habit information according to the face feature information and the history information includes: and analyzing the use habit information of the user according to the face feature information and the historical brightness adjustment information.

In an application scenario, a user may use a terminal device such as a mobile phone to collect a face image, and a server analyzes and feeds back personalized use information of the user based on the face image, as shown in fig. 4A and 4B:

step 402, the terminal device collects a face image and uploads the face image to a server.

The terminal equipment can be used for opening a service or an application program for providing skin detection and the like, then an interface of the camera can be called to enable the camera to collect a face image, and then the terminal equipment sends the face image to the server side. The user authority may also be checked, such as determining whether to log in, user level, etc.

In other embodiments, the user fills in a skin information questionnaire or the like through the terminal-side display interface to obtain user-related information, which may be collected at the same time as the face image is collected, or may be collected during user registration, first use, or the like.

And step 404, the server identifies the face image and determines the personalized use information of the corresponding user.

After receiving the face image, the server identifies the face image and determines corresponding face characteristic information; and then, based on the face feature information and the face image, identifying skin information of a corresponding user, such as skin smoothness information, skin texture information, facial feature condition information and the like. In particular, reference may be made to the above-described embodiments.

In addition, the server may further analyze the skin problem data and the skin care suggestion of the user based on the skin condition information of the user, determine a skin condition report, a skin care suggestion, and the like corresponding to the user based on the skin problem data and the skin care suggestion, for example, analyze the skin problem data of the user based on the skin information, determine the skin care suggestion based on the skin problem data, generate a corresponding skin condition report based on the skin problem data and the skin care suggestion, for example, the skin has the conditions of oil, pox, blackhead, and the like, generate the skin care suggestion of paying attention to cleaning, and the like, and further obtain the corresponding skin condition report. Wherein analyzing the skin issue data and skin care advice of the user based on the skin information comprises: the method comprises the steps of analyzing skin problem data of a user according to skin information, determining skin care suggestions according to the skin problem data and relevant information of the user, for example, analyzing current environmental conditions such as air humidity or dryness and the like based on position information such as a region where the skin care suggestions are located, determining skin care suggestions corresponding to the skin problem data, analyzing corresponding skin care suggestions based on information such as preference of the user and the like, and the like.

And 406, the server sends the personalized use information to the equipment side.

After the personalized use information is determined, the device needing feedback can be determined, and then the personalized use information is sent to the device.

And step 408, the device side outputs the personalized use information.

The terminal device can display the personalized use information on a screen, for example, the personalized use information is played in various modes such as videos, slides, animations and the like, and other information fed back by the server side, such as skin condition reports, skin care suggestions, cosmetic product recommendation information and the like, the information can comprise display content, audio data and the like, the display content and the audio data are synchronously output during output, a user can conveniently acquire the skin condition reports through services or application programs for providing skin detection and the like, and can know own skin conditions, problems, skin care suggestions and the like.

In an application scenario, a user may use the cosmetic mirror to perform skin care, makeup, and the like, a face image may be collected during the process of using the cosmetic mirror, the server analyzes the skin condition information of the user based on the face image, and instructs to adjust the display of the cosmetic mirror, as shown in fig. 5A, 5B, and 5C:

step 502, a cosmetic mirror at the equipment end and/or the terminal equipment can collect a face image, and the face image is uploaded to the server end.

The user can use the cosmetic mirror to protect skin, make up, look over the face and the like, and in the process that the user uses the cosmetic mirror, the camera configured by the cosmetic mirror can collect the face image of the user and upload the face image to the server. The user authority may also be checked, such as determining whether to log in, user level, etc.

In other embodiments, the user-related information of the user is obtained through voice interaction with the user through the audio input/output unit at the terminal side, so as to obtain personal attribute information such as the age, skin color, facial form, preference and the like of the user, and environment attribute information such as the location and the like. The user related information can be acquired while acquiring the face image, and can also be acquired under the conditions of user registration, first use and the like.

And step 504, the server identifies the face image and determines the personalized use information of the corresponding user.

After receiving the face image, the server identifies the face image and determines corresponding face characteristic information; and then identifying skin information of a corresponding user based on the face feature information and the face image, wherein the skin information comprises skin smoothness information, skin texture information, five sense organs condition information and the like. The server side can analyze and process the face image every time after acquiring the face image, so that personalized use information is continuously improved. In the embodiment of the application, the server side can recognize the face image and analyze various information, and can also realize learning in an Artificial Intelligence (AI) mode, learn through data acquisition and use of a user, and realize learning and optimization of various information such as personalized use information, skin condition reports, skin care suggestions and the like.

Step 506, the server determines an adjustment instruction according to the personalized use information.

The adjustment instruction can be analyzed based on the personalized use information of the user, and the adjustment instruction can adjust the mirror surface display including the brightness adjustment of the makeup mirror and the adjustment of the environment brightness through the Internet of things equipment to the instruction of adjusting the brightness information including the adjustment of the brightness and other information. In other embodiments, the adjustment instruction may be obtained by analyzing the personalized use information and the user-related information, that is, determining a corresponding adjustment instruction according to the personalized use information and the user-related information, for example, determining weather forecast information of the current day based on a region where the user is located, and then determining the corresponding adjustment instruction in combination with the personalized use information.

And step 508, the server sends an adjusting instruction to the cosmetic mirror.

And step 510, adjusting the light by the cosmetic mirror according to the adjusting instruction.

The beauty mirror is intelligently adjusted, for example, the light becomes bright or soft. If the skin color of the user is darker, the beauty mirror can improve the brightness, and if the skin features are difficult to identify due to strong brightness in identification, instructions for reducing the brightness can be generated.

On the basis of the embodiment, the cosmetic mirror is further provided with a switch component, and one-key personalized setting is carried out on the basis of the switch component. The switch component includes a physical switch button and/or a virtual switch button, for example, the physical switch buttons in various forms are arranged on the cosmetic mirror, or the virtual switch button is arranged on the mirror or other positions, or the virtual switch button is arranged in an application program corresponding to the cosmetic mirror, so that the cosmetic mirror can be controlled to perform one-key personalized setting based on the triggering of the virtual switch button, as shown in fig. 6.

Step 602, collecting face images under various brightness conditions according to processing of the switch component, so as to determine personalized use information according to the face images under the various brightness conditions, where the brightness conditions include: a brightness condition of the device light and/or a brightness condition of the ambient light.

After the terminal side collects the face images under various brightness conditions, the personalized use information can be automatically analyzed or sent to the server side for analysis, and the personalized use information can be analyzed after being collected every time, so that the personalized use information is continuously optimized.

And step 604, under the condition of using the cosmetic mirror, adjusting the brightness of the equipment according to the personalized use information.

For the adjustment of the brightness, the brightness of the makeup mirror and the Internet of things equipment related to the brightness can be adjusted, and the makeup mirror is convenient for a user to use.

On the basis of the foregoing embodiments, the present application embodiment further provides a cosmetic mirror light adjusting system, which includes a cosmetic mirror 122 and an internet of things device 126 related to brightness, as shown in fig. 7A and 7B.

And step 702, acquiring ambient brightness information through a photosensitive sensor under the condition of using the cosmetic mirror.

And 704, controlling the on-off state of the Internet of things equipment related to the brightness according to the environment brightness information and the personalized use information, and adjusting the brightness of the light part of the beauty mirror.

The brightness adjustment can be determined according to the environment brightness information and the personalized use information, so that a brightness adjustment instruction is obtained and sent to the corresponding Internet of things equipment related to the brightness, the on-off state of the Internet of things equipment related to the brightness is controlled, and the brightness adjustment information can be determined to adjust the brightness of the lighting part of the beauty mirror.

Therefore, the user can professionally, accurately and comfortably care skin, make up and the like under the makeup mirror through intelligently adjusting the environment under the suggestion of the exclusive skin condition report.

In an optional embodiment of the present application, in each of the above-mentioned scenes, the terminal devices such as a cosmetic mirror and a mobile phone may periodically collect face images of the user, such as a facial makeup picture and a makeup back picture. The server can archive the user skin condition information obtained through face image analysis and periodically analyze and compare the information to establish a skin file of the user, the file can store the skin information of each period of the user, personalized skin care data corresponding to the skin information of the period, the personalized skin care data comprises skin condition reports, skin care suggestions, cosmetic product recommendation information and the like, and also comprises a skin target corresponding to the user, target achievement progress and the like, the skin target can be formulated based on the personalized skin care data, so that skin care growth history of the user can be pre-judged and measured, and the user can also obtain the information of the skin file through a corresponding service or application program interface to know own skin care experience and the like.

For example, when a user uses the makeup mirror for the first time, a skin condition report of the user can be generated, the user is assisted to make a target skin task, information such as skin condition information obtained by analyzing a face image uploaded by the user can be periodically based on the skin condition information obtained by analyzing the task progress information of the target skin task, skin care suggestions and the like can be adjusted in real time, a task measurement result such as standard reaching, non-standard reaching and the like can be given at the time, and the user can correct the current makeup and care scheme of the user in time according to prejudgment and measurement.

The embodiment of the application further provides an application scenario, which can be used for establishing personalized use information for a user when the user uses the cosmetic mirror for the first time, so that in the subsequent cosmetic mirror using process, a skin care suggestion is provided for the user based on the personalized use information, and the skin care environment of the cosmetic mirror is adjusted, as shown in fig. 8:

step 802, the cosmetic mirror acquires a face image through a camera, and acquires user-related information of a user based on interactive operation with the user. The face image may include face images under different brightness conditions.

And step 804, uploading the face image and the user related information of the user by the cosmetic mirror.

When a user uses the makeup mirror for the first time, the camera configured by the makeup mirror can acquire a face image of the user, and performs voice interaction with the user through the audio input/output unit configured by the makeup mirror, for example, the user obtains user-related information through answering questionnaires, chatting interaction and other modes, so as to obtain personal attribute information such as the age, skin color, facial form and preference of the user, and environment attribute information such as the position of the user. The face image and the user-related information may then be sent to the server.

In one example, a user needs to perform modeling when first using a cosmetic mirror. The makeup mirror can simply interact with the user, for example, through voice interaction modes such as question answering and question selecting modes and the like, the user is consulted for personal basic attribute information such as age, skin color, facial form and preference of the user, makeup scenes such as work, play and the like, environment attribute information such as weather and the like and other user related information.

Step 806, the server performs training based on the facial image and the user related information to determine the personalized use information of the user.

The server side can input the face image and the related information of the user into a universal model for training to obtain the personalized use information of the user. The skin makeup mapping information further includes various types of personalized use information, such as personalized use information of corresponding types based on different makeup scene training required by a user, such as office makeup mapping information based on office scene training, makeup mapping information based on makeup training in a play scene, makeup mapping information based on appointment scene training, and the like.

And step 810, the server determines a corresponding customization result according to the personalized use information and feeds back the customization result.

The server can generate a corresponding customization result based on the model obtained by model training, such as a training result including at least one model and a corresponding mapping information name, and then can feed back the customization result to the terminal side equipment such as a cosmetic mirror.

In other examples, the server may further determine, based on the trained personalized use information, light information of a makeup environment that needs to be provided for the corresponding makeup mirror, generate brightness adjustment information based on the light information, and add the brightness adjustment information to the customization result for feedback.

And step 812, outputting the customized result by the cosmetic mirror. The customization result can also comprise brightness adjustment information and the like corresponding to the personalized use information, so that the makeup mirror can adjust the light brightness based on the brightness adjustment information of the customization result, and a proper makeup environment is provided for a user.

When the user uses the cosmetic mirror for the non-first time, the cosmetic mirror can determine the light information based on the previous cosmetic environment, the user can speak out the required personalized use information, and then the cosmetic mirror receives the voice data and analyzes the voice data so as to determine the type of the personalized use information according to the analysis result. And then determining brightness adjustment information based on the selected personalized use information of the corresponding type, and adjusting the light information. Corresponding recommendation information may also be determined based on the selected personalized usage information, which is output.

Therefore, in the process of skin care, makeup and the like of a user at every time, the makeup mirror can rapidly provide a dedicated personalized skin-beautifying environment for the user intelligently, and the skin-beautifying efficiency and the skin-beautifying professional degree of the user are improved.

In the embodiment of the application, for a senior skin beautifying user, a small white skin beautifying user and the like, a face image is photographed in real time by a service or application program or a makeup mirror for skin detection provided by the terminal equipment, so that a professional skin beautifying scheme of the user can be analyzed and fed back, and the user can quickly and effectively obtain professional guidance.

And according to user attribute information of the user, such as face shape, age, skin color, preference and the like, and environment attribute information, such as occasion, weather, clothing collocation and the like, personalized skin beautifying environment configuration of the user can be intelligently provided, wherein the personalized skin beautifying environment configuration comprises but is not limited to makeup mirror light adjustment, skin beautifying suggestion and the like. After the user uses the makeup mirror for many times, a plurality of exclusive skin beautifying environment configurations can be accumulated, and the makeup mirror has an exclusive skin beautifying environment model. And the skin beautifying environment can be quickly switched when the skin beautifying device is used at every time, so that the skin beautifying efficiency and the skin beautifying professional degree are greatly improved.

And a beauty care history report of the user can be stored, and the beauty care growth history of the user in a period of time can be analyzed to provide certain measurement and prejudgment for the user.

It should be noted that, for simplicity of description, the method embodiments are described as a series of acts or combination of acts, but those skilled in the art will recognize that the embodiments are not limited by the order of acts described, as some steps may occur in other orders or concurrently depending on the embodiments. Further, those skilled in the art will also appreciate that the embodiments described in the specification are presently preferred and that no particular act is required of the embodiments of the application.

On the basis of the above embodiments, the present embodiment further provides a data processing system, which can assist a user in skin care, quickly and effectively customize a personal exclusive skin beautifying scheme of the user, and enable the user to quickly and effectively obtain professional guidance. This data processing system includes the terminal equipment that has the mirror such as makeup mirror, and this terminal equipment that has the mirror still includes light parts to the user can be based on multiple factors such as environment, user automatically regulated light when using equipment such as makeup mirror, promotes user's skin makeup efficiency, and equipment such as makeup mirror can provide individualized environmental configuration for the user, makes the exclusive makeup mirror of user, improves user's skin makeup quality, efficiency and specialty. For example, in one example, the device side acquires a face image and uploads the face image to the server side; outputting according to the personalized skin care data; the server identifies the face image and determines personalized use information of a corresponding user; and sending the personalized use information to the equipment side.

The data processing device applied to the equipment end is further provided, and the data processing device is applied to a cosmetic mirror.

Referring to fig. 9, a block diagram of a data processing apparatus according to an embodiment of the present application is shown, which may specifically include the following modules:

an acquiring module 902, configured to acquire face images under multiple brightness conditions, so as to determine personalized use information according to the face images under the multiple brightness conditions, where the brightness conditions include: a brightness condition of the device light and/or a brightness condition of the ambient light.

A brightness adjusting module 904, configured to adjust the brightness of the device according to the personalized use information when the device is used.

In summary, the face images under various brightness conditions can be collected, and the brightness conditions include: the brightness condition of the equipment light and/or the brightness condition of the environment light are analyzed and determined to obtain the personalized use information, so that when a user uses the cosmetic mirror, the brightness of the equipment can be adjusted according to the personalized use information, the use by the user is facilitated, the user does not need to adjust the equipment by himself, and the use efficiency and the use effect can be improved. And the user can know the personalized skin care data of the user without searching in the network, thereby reducing the waste of network resources and improving the skin care efficiency of the user. And the user can pertinently select skin care products and the like suitable for the user, so that waste is reduced.

Referring to fig. 9, a block diagram of an alternative embodiment of a data processing apparatus according to the present application is shown, and specifically, the data processing apparatus may include the following modules:

A report determination module 906 for determining a skin condition report of the user according to the skin information and the user related information; wherein the personalized usage information comprises: skin information.

The recommending module 908 is configured to send the personalized use information to a partner server, and obtain skin care suggestions and/or skin care product recommending information fed back by the partner server.

The user recommendation module 910 is configured to determine similar users and recommend the similar users, where the recommendation information includes at least one of the following: personalized use information, makeup adjustment information, skin condition reports, skin care advice, and skin care product recommendation information.

In an optional embodiment, the acquisition module comprises: the submodule is gathered in equipment adjustment and outside adjustment, wherein:

the brightness condition of the equipment light is determined according to the number of the lighted lamps; and the equipment adjustment acquisition submodule is used for respectively acquiring the face images under the condition that the equipment is provided with various lighting quantities.

The ambient light comprises indoor light; the external adjustment acquisition submodule is used for acquiring face images under various indoor light conditions, and the indoor light conditions comprise: indoor natural light conditions, indoor lighting conditions.

The external adjustment acquisition submodule is further used for recording acquired time information, and determining at least one of the following outdoor light factors according to the time information: weather factors, seasonal factors, solar lighting factors; determining an outdoor light condition as a function of the outdoor light factor.

In another alternative embodiment, the brightness adjustment module includes: habitual brightness adjustment submodule, collection brightness adjustment submodule and interaction brightness adjustment submodule, wherein:

the personalized usage information includes: usage habit information; and the habit brightness adjusting submodule is used for determining brightness adjusting information according to the use habit information and adjusting the brightness of the equipment according to the brightness adjusting information.

The acquisition brightness adjusting submodule is used for acquiring a face image; and adjusting the brightness of the equipment according to the face image and the personalized use information.

Preferably, the collected brightness adjusting submodule is used for calculating brightness state information according to the face image; determining brightness adjustment information according to the brightness state information and the personalized use information; and adjusting the brightness of the equipment according to the brightness adjustment information.

The interactive brightness adjusting submodule is used for determining interactive information with a user; and adjusting the brightness of the equipment according to the interactive information and the personalized use information.

Preferably, the interactive brightness adjusting submodule is configured to determine at least one target scene according to interactive information with a user; determining brightness adjustment information according to the target scene and the personalized use information; and adjusting the brightness of the equipment according to the brightness adjustment information.

The interactive brightness adjusting submodule is also used for switching between the brightness corresponding to different target scenes and acquiring a face image under the condition of more than one target scene; and determining makeup adjustment information according to the face image.

In an alternative embodiment, the apparatus includes a switch member; an acquiring module 902, configured to execute configuration of the personalized usage information according to triggering of the switch component, where the switch component includes: physical switch buttons and/or virtual switch keys.

In another optional embodiment, the brightness adjusting module 904 is further configured to determine mode information, and adjust the brightness of the device according to the mode information, where the mode information includes at least one of: outdoor mode, indoor mode.

In another optional embodiment, the brightness adjusting module 904 is further configured to determine a brightness-related device of the internet of things, and adjust the brightness based on the control of the brightness-related device of the internet of things.

The data processing device applied to the server is further provided.

Referring to fig. 11, a block diagram of another data processing apparatus according to another embodiment of the present application is shown, which may specifically include the following modules:

a captured image receiving module 1102, configured to receive a face image captured under multiple brightness conditions, where the brightness conditions include: a brightness condition of the device light and/or a brightness condition of the ambient light.

And the use information determining module 1104 is used for determining personalized use information according to the face images under the multiple brightness conditions.

A feedback module 1106 for feeding back the personalized usage information so that the device with the mirror adjusts the brightness according to the personalized usage information.

Referring to fig. 12, a block diagram of another alternative embodiment of the data processing apparatus of the present application is shown, which may specifically include the following modules:

In an alternative embodiment, the usage information determining module 1104 includes: a face analysis sub-module 11042, a skin analysis sub-module 11044, and a habit analysis sub-module 11046, wherein:

the face analysis sub-module 11042 is configured to identify face feature information from the face image.

The skin analysis sub-module 11044 is configured to analyze skin information according to the face feature information.

The habit analyzing sub-module 11046 is configured to analyze the usage habit information according to the facial feature information and the history information.

Preferably, the skin analysis sub-module 11044 is configured to perform skin state analysis according to the facial feature information, and determine skin information, where the skin information includes: skin information and facial features condition information, the facial features condition information is used for recording the facial features condition under different brightness conditions.

The habit analyzing sub-module 11046 is configured to analyze the usage habit information of the user according to the facial feature information and the historical brightness adjustment information.

The personalized use information such as the skin information, the use habit information and the like of the user can be identified based on the collected face image, and the skin condition report, the skin care suggestion, the skin care product recommendation information and the like can be determined, so that the user can know the skin state, the skin care suggestion, the target and the like of the user, the user does not need to search in a network, the waste of network resources is reduced, the skin care efficiency of the user is improved, the user can pertinently select the skin care product suitable for the user, and the like, and the waste is reduced.

On the basis of the above embodiment, the present embodiment further provides a data processing apparatus, which is applied to a cosmetic mirror, where the cosmetic mirror has a switch component, and the switch component includes a physical switch button and/or a virtual switch button; as shown in fig. 13:

a switch collecting module 1302, configured to collect face images under multiple brightness conditions according to triggering of a switch component, so as to determine personalized use information according to the face images under the multiple brightness conditions, where the brightness conditions include: a brightness condition of the device light and/or a brightness condition of the ambient light.

And the use adjusting module 1304 is used for adjusting the brightness of the equipment according to the personalized use information under the condition of using the cosmetic mirror.

The switch acquisition module, the use adjustment module, and the acquisition module and the brightness adjustment module corresponding to the embodiments in fig. 9 and 10 in the embodiment of the present application may specifically refer to the contents of the embodiments.

On the basis of the above embodiment, the embodiment further provides a data processing device, which is applied to a device of a light adjusting system of a cosmetic mirror; the equipment of the system comprises a cosmetic mirror and brightness-related Internet of things equipment, as shown in fig. 14:

and a brightness acquisition module 1402, configured to acquire ambient brightness information through the photosensitive sensor when the cosmetic mirror is used.

And the brightness control module 1404 is configured to control the on-off state of the internet of things device related to brightness according to the environment brightness information and the personalized use information, and adjust the brightness of the light component of the beauty mirror.

On the basis of the above embodiments, the embodiments of the present application further provide a data processing apparatus, which can be applied to an equipment side. As shown in fig. 15:

a face collecting module 1502 is used for collecting face images.

And the uploading module 1504 is used for uploading the facial image so that the service end can identify the personalized use information of the user based on the facial image.

A receiving module 1506, configured to receive the personalized usage information.

An output module 1508, configured to output according to the personalized usage information.

The face image comprises face images under various brightness conditions, wherein the brightness conditions comprise: the brightness condition of the equipment light and/or the brightness condition of the ambient light; the output module 1508 is further configured to adjust the ambient brightness according to the personalized use information.

The output module 1508 is configured to control the on-off state of the internet of things device related to brightness according to the personalized use information; and/or adjusting the brightness of the light part of the beauty mirror according to the personalized use information.

When the user uses the cosmetic mirror for the non-first time, the cosmetic mirror can determine the light information based on the previous cosmetic environment, the user can speak out the required personalized use information, and then the cosmetic mirror receives the voice data and analyzes the voice data so as to determine the type of the personalized use information according to the analysis result. And then determining brightness adjustment information based on the selected personalized use information of the corresponding type, and adjusting the light information. Corresponding skin beautifying suggestion information can be further determined based on the selected personalized use information, and the skin beautifying suggestion information is output.

The present application further provides a non-transitory, readable storage medium, where one or more modules (programs) are stored, and when the one or more modules are applied to a device, the device may execute instructions (instructions) of method steps in this application.

Embodiments of the present application provide one or more machine-readable media having instructions stored thereon, which when executed by one or more processors, cause an electronic device to perform the methods as described in one or more of the above embodiments. In the embodiment of the present application, the electronic device includes various types of devices such as a terminal device and a server (cluster).

Embodiments of the present disclosure may be implemented as an apparatus, which may include terminal-side, service-side electronic devices, such as cosmetic mirrors, etc., in a desired configuration using any suitable hardware, firmware, software, or any combination thereof. Fig. 16 schematically illustrates an example apparatus 1600 that may be used to implement various embodiments described herein.

For one embodiment, fig. 16 illustrates an example apparatus 1600 having one or more processors 1602, a control module (chipset) 1604 coupled to at least one of the processor(s) 1602, a memory 1606 coupled to the control module 1604, a non-volatile memory (NVM)/storage 1608 coupled to the control module 1604, one or more input/output devices 1610 coupled to the control module 1604, and a network interface 1612 coupled to the control module 1604.

The processor 1602 may include one or more single-core or multi-core processors, and the processor 1602 may include any combination of general-purpose or special-purpose processors (e.g., graphics processors, application processors, baseband processors, etc.). In some embodiments, the apparatus 1600 can be used as a cosmetic mirror, a terminal device, a server (cluster), or the like in the embodiments of the present application.

In some embodiments, apparatus 1600 may include one or more computer-readable media (e.g., memory 1606 or NVM/storage 1608) having instructions 1614 and one or more processors 1602, which in conjunction with the one or more computer-readable media are configured to execute instructions 1614 to implement modules to perform actions described in this disclosure.

For one embodiment, the control module 1604 may include any suitable interface controllers to provide any suitable interface to at least one of the processor(s) 1602 and/or any suitable device or component in communication with the control module 1604.

The control module 1604 may include a memory controller module to provide an interface to the memory 1606. The memory controller module may be a hardware module, a software module, and/or a firmware module.

Memory 1606 may be used, for example, to load and store data and/or instructions 1614 for device 1600. For one embodiment, memory 1606 may comprise any suitable volatile memory, such as suitable DRAM. In some embodiments, memory 1606 may comprise double data rate type four synchronous dynamic random access memory (DDR4 SDRAM).

For one embodiment, the control module 1604 may include one or more input/output controllers to provide an interface to the NVM/storage 1608 and input/output device(s) 1610.

For example, NVM/storage 1608 may be used to store data and/or instructions 1614. The NVM/storage 1608 may include any suitable non-volatile memory (e.g., flash memory) and/or may include any suitable non-volatile storage device(s) (e.g., one or more Hard Disk Drives (HDDs), one or more Compact Disc (CD) drives, and/or one or more Digital Versatile Disc (DVD) drives).

NVM/storage 1608 may include storage resources that are physically part of the device on which apparatus 1600 is installed, or it may be accessible by the device and need not be part of the device. For example, the NVM/storage 1608 may be accessed over a network via the input/output device(s) 1610.

Input/output device(s) 1610 can provide an interface for apparatus 1600 to communicate with any other suitable devices, input/output devices 1610 can include communication components, audio components, sensor components, and so forth. Network interface 1612 may provide an interface for device 1600 to communicate over one or more networks, and device 1600 may wirelessly communicate with one or more components of a wireless network according to any of one or more wireless network standards and/or protocols, such as access to a wireless network based on a communication standard, such as WiFi, 2G, 3G, 4G, 5G, etc., or a combination thereof.

For one embodiment, at least one of the processor(s) 1602 may be packaged together with logic for one or more controllers (e.g., memory controller modules) of the control module 1604. For one embodiment, at least one of the processor(s) 1602 may be packaged together with logic for one or more controllers of the control module 1604 to form a System In Package (SiP). For one embodiment, at least one of the processor(s) 1602 may be integrated on the same die with logic for one or more controllers of the control module 1604. For one embodiment, at least one of the processor(s) 1602 may be integrated on the same die with logic for one or more controllers of the control module 1604 to form a system on a chip (SoC).

In various embodiments, the apparatus 1600 may be, but is not limited to being: a server, a desktop computing device, or a mobile computing device (e.g., a laptop computing device, a handheld computing device, a tablet, a netbook, etc.), among other terminal devices. In various embodiments, apparatus 1600 may have more or fewer components and/or different architectures. For example, in some embodiments, device 1600 includes one or more cameras, keyboards, Liquid Crystal Display (LCD) screens (including touch screen displays), non-volatile memory ports, multiple antennas, graphics chips, Application Specific Integrated Circuits (ASICs), and speakers.

The detection device may adopt a main control chip as a processor or a control module, the sensor data, the position information and the like are stored in a memory or an NVM/storage device, the sensor group may serve as an input/output device, and the communication interface may include a network interface.

For the device embodiment, since it is basically similar to the method embodiment, the description is simple, and for the relevant points, refer to the partial description of the method embodiment.

The embodiments in the present specification are described in a progressive manner, each embodiment focuses on differences from other embodiments, and the same and similar parts among the embodiments are referred to each other.

Embodiments of the present application are described with reference to flowchart illustrations and/or block diagrams of methods, terminal devices (systems), and computer program products according to embodiments of the application. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing terminal to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing terminal, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.

These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing terminal to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.

These computer program instructions may also be loaded onto a computer or other programmable data processing terminal to cause a series of operational steps to be performed on the computer or other programmable terminal to produce a computer implemented process such that the instructions which execute on the computer or other programmable terminal provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.

While preferred embodiments of the present application have been described, additional variations and modifications of these embodiments may occur to those skilled in the art once they learn of the basic inventive concepts. Therefore, it is intended that the appended claims be interpreted as including the preferred embodiment and all such alterations and modifications as fall within the true scope of the embodiments of the application.

Finally, it should also be noted that, herein, relational terms such as first and second, and the like may be used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Also, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or terminal that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or terminal. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other like elements in a process, method, article, or terminal that comprises the element.

The foregoing detailed description has provided a data processing method and apparatus, an electronic device and a storage medium, and the principles and embodiments of the present application are described herein using specific examples, which are merely used to help understand the method and its core ideas of the present application; meanwhile, for a person skilled in the art, according to the idea of the present application, there may be variations in the specific embodiments and the application scope, and in summary, the content of the present specification should not be construed as a limitation to the present application.

Claims

1. A data processing method, applied to a device having a mirror, the method comprising:

the method comprises the following steps of collecting face images under various brightness conditions to determine personalized use information according to the face images under the various brightness conditions, wherein the brightness conditions comprise: the brightness condition of the equipment light and/or the brightness condition of the ambient light;

and under the condition of using the equipment, adjusting the brightness of the equipment according to the personalized use information.

2. The method according to claim 1, wherein the brightness condition of the equipment light is determined according to the number of the lights;

the acquisition of the face images under various brightness conditions comprises the following steps:

under the condition that the equipment is provided with various lighting quantities, the human face images are respectively collected.

3. The method of claim 1, wherein the ambient light comprises room light; the acquisition of the face images under various brightness conditions comprises the following steps:

acquiring human face images under various indoor light conditions, wherein the indoor light conditions comprise: indoor natural light conditions, indoor lighting conditions.

4. The method of claim 2 or 3, further comprising:

recording the collected time information, and determining at least one of the following outdoor light factors according to the time information: weather factors, seasonal factors, solar lighting factors;

determining an outdoor light condition as a function of the outdoor light factor.

5. The method of claim 1, wherein the personalized usage information comprises: usage habit information;

the adjusting the brightness of the device according to the personalized use information comprises:

and determining brightness adjustment information according to the use habit information, and adjusting the brightness of the equipment according to the brightness adjustment information.

6. The method of claim 1, wherein the adjusting the brightness of the device according to the personalized usage information comprises:

collecting a face image;

and adjusting the brightness of the equipment according to the face image and the personalized use information.

7. The method of claim 6, wherein the adjusting the brightness of the device according to the face image and the personalized use information comprises:

calculating brightness state information according to the face image;

determining brightness adjustment information according to the brightness state information and the personalized use information;

and adjusting the brightness of the equipment according to the brightness adjustment information.

8. The method of claim 1, wherein the adjusting the brightness of the device according to the personalized usage information comprises:

determining interaction information with a user;

and adjusting the brightness of the equipment according to the interactive information and the personalized use information.

9. The method of claim 8, wherein adjusting the brightness of the device according to the interaction information and the personalized usage information comprises:

determining at least one target scene according to the interactive information with the user;

determining brightness adjustment information according to the target scene and the personalized use information;

10. The method of claim 8, further comprising:

under the condition of more than one target scene, switching between the brightness corresponding to different target scenes and acquiring a face image;

and determining makeup adjustment information according to the face image.

11. The method of claim 1, wherein the personalized usage information comprises: skin information; the method further comprises the following steps:

determining a skin condition report for the user based on the skin information and the user-related information.

12. The method of claim 1, further comprising:

and sending the personalized use information to a partner server to obtain skin care suggestions and/or skin care product recommendation information fed back by the partner server.

13. The method of claim 1, wherein the device comprises a switch component;

upon triggering of the switch component, performing configuration of the personalized usage information, the switch component comprising: physical switch buttons and/or virtual switch keys.

14. The method of claim 1, further comprising:

determining mode information, and adjusting the brightness of the device according to the mode information, wherein the mode information comprises at least one of the following: outdoor mode, indoor mode.

15. The method of claim 1, further comprising:

and determining the brightness-related Internet of things equipment, and adjusting the brightness based on the control of the brightness-related Internet of things equipment.

16. The method of claim 1, further comprising:

determining similar users, and recommending the similar users, wherein the recommendation information comprises at least one of the following: personalized use information, makeup adjustment information, skin condition reports, skin care advice, and skin care product recommendation information.

17. A data processing method, comprising:

receiving face images acquired under various brightness conditions, wherein the brightness conditions comprise: the brightness condition of the equipment light and/or the brightness condition of the ambient light;

determining personalized use information according to the face images under the various brightness conditions;

feeding back the personalized use information so that the device with the mirror adjusts brightness according to the personalized use information.

18. The method of claim 17, wherein determining personalized usage information from the facial images under the plurality of luminance conditions comprises:

identifying face feature information from the face image;

and analyzing skin information according to the face feature information, and analyzing use habit information according to the face feature information and the historical information.

19. The method of claim 18, wherein analyzing skin information based on the facial feature information comprises:

analyzing the skin state according to the face feature information, and determining skin information, wherein the skin information comprises: skin information and facial features condition information, the facial features condition information is used for recording the facial features condition under different brightness conditions.

20. The method of claim 18, wherein analyzing the usage habit information based on the facial feature information and the historical information comprises:

and analyzing the use habit information of the user according to the face feature information and the historical brightness adjustment information.

21. A data processing method is characterized in that the method is applied to a cosmetic mirror, wherein the cosmetic mirror is provided with a switch component, and the switch component comprises a physical switch button and/or a virtual switch key; the method comprises the following steps:

according to the triggering of the switch component, the face images under various brightness conditions are collected, so that the personalized use information is determined according to the face images under various brightness conditions, wherein the brightness conditions comprise: the brightness condition of the equipment light and/or the brightness condition of the ambient light;

and under the condition of using the cosmetic mirror, adjusting the brightness of the equipment according to the personalized use information.

22. A data processing method is characterized by being applied to a light adjusting system of a cosmetic mirror, and comprising the cosmetic mirror and Internet of things equipment related to brightness; the method comprises the following steps:

under the condition of using the cosmetic mirror, acquiring ambient brightness information through a photosensitive sensor;

and controlling the on-off state of the Internet of things equipment related to the brightness according to the environment brightness information and the personalized use information, and adjusting the brightness of the light part of the beauty mirror.

23. A method of data processing, the method comprising:

collecting a face image;

uploading the face image to enable a server to identify personalized use information of the user based on the face image;

receiving the personalized use information;

and outputting according to the personalized use information.

24. The method of claim 23, wherein the facial image comprises facial images under a plurality of brightness conditions, and wherein the brightness conditions comprise: the brightness condition of the equipment light and/or the brightness condition of the ambient light; the method further comprises the following steps:

and adjusting the ambient brightness according to the personalized use information.

25. The method of claim 24, wherein the adjusting the ambient brightness according to the personalized usage information comprises:

controlling the on-off state of the Internet of things equipment related to the brightness according to the personalized use information; and/or the presence of a gas in the gas,

and adjusting the brightness of the light part of the beauty mirror according to the personalized use information.

26. A data processing apparatus, characterized in that the apparatus comprises:

the acquisition module is used for acquiring the face images under various brightness conditions to determine personalized use information according to the face images under various brightness conditions, wherein the brightness conditions comprise: the brightness condition of the equipment light and/or the brightness condition of the ambient light;

and the brightness adjusting module is used for adjusting the brightness of the equipment according to the personalized use information under the condition of using the equipment.

27. A data processing apparatus, characterized in that the apparatus comprises:

the system comprises a collected image receiving module, a face image acquisition module and a face image acquisition module, wherein the collected image receiving module is used for receiving the face image acquired under various brightness conditions, and the brightness conditions comprise: the brightness condition of the equipment light and/or the brightness condition of the ambient light;

the using information determining module is used for determining personalized using information according to the face images under the various brightness conditions;

and the feedback module is used for feeding back the personalized use information so that the equipment with the mirror can adjust the brightness according to the personalized use information.

28. A data processing device is applied to a cosmetic mirror, wherein the cosmetic mirror is provided with a switch component, and the switch component comprises a physical switch button and/or a virtual switch key; the device comprises:

the switch acquisition module is used for acquiring the face images under various brightness conditions according to the triggering of the switch component so as to determine the personalized use information according to the face images under the various brightness conditions, wherein the brightness conditions comprise: the brightness condition of the equipment light and/or the brightness condition of the ambient light;

and the use adjusting module is used for adjusting the brightness of the equipment according to the personalized use information under the condition of using the cosmetic mirror.

29. A data processing device is characterized by being applied to equipment of a light adjusting system of a cosmetic mirror; the system comprises a cosmetic mirror and brightness-related Internet of things equipment; the device comprises:

the brightness acquisition module is used for acquiring the ambient brightness information through the photosensitive sensor under the condition of using the cosmetic mirror;

and the brightness control module is used for controlling the on-off state of the Internet of things equipment related to the brightness according to the environment brightness information and the personalized use information, and adjusting the brightness of the light part of the beauty mirror.

30. A data processing apparatus, characterized in that the apparatus comprises:

the face acquisition module is used for acquiring a face image;

the uploading module is used for uploading the face image so that the server identifies the personalized use information of the user based on the face image;

the receiving module is used for receiving the personalized use information;

and the output module is used for outputting according to the personalized use information.

31. An electronic device, comprising: a processor; and

memory having stored thereon executable code which, when executed, causes the processor to perform a data processing method as claimed in one or more of claims 1-16.

32. One or more machine readable media having executable code stored thereon that, when executed, causes a processor to perform a data processing method as recited in one or more of claims 1-16.

33. An electronic device, comprising: a processor; and

memory having stored thereon executable code which, when executed, causes the processor to perform a data processing method as claimed in one or more of claims 17-20.

34. One or more machine readable media having executable code stored thereon that, when executed, causes a processor to perform a data processing method as recited in one or more of claims 17-20.

35. An electronic device, comprising: a processor; and

a memory having executable code stored thereon that, when executed, causes the processor to perform the data processing method of claim 21.

36. One or more machine-readable media having executable code stored thereon that, when executed, causes a processor to perform the data processing method of claim 21.

37. An electronic device, comprising: a processor; and

a memory having executable code stored thereon that, when executed, causes the processor to perform the data processing method of claim 22.

38. One or more machine-readable media having executable code stored thereon that, when executed, causes a processor to perform the data processing method of claim 22.

39. An electronic device, comprising: a processor; and

memory having stored thereon executable code which, when executed, causes the processor to perform a data processing method as claimed in one or more of claims 23-25.

40. One or more machine-readable media having executable code stored thereon that, when executed, causes a processor to perform a data processing method as recited in one or more of claims 23-25.