CN114305334A - Intelligent beauty method, device, equipment and storage medium - Google Patents
Intelligent beauty method, device, equipment and storage medium Download PDFInfo
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Abstract
The application provides an intelligent beauty method, which is applied to intelligent beauty equipment, wherein the intelligent beauty equipment comprises: the main control equipment is connected with the mask, the mask comprises a plurality of mask areas, the mask is used for being worn on the face, and each mask area corresponds to one face area; the method comprises the following steps: the main control equipment adopts a camera to photograph the face to obtain a face image; performing skin analysis based on the face image to obtain a region analysis result of each face region; determining a beauty mode corresponding to each face area according to the area analysis result; and controlling the corresponding mask area to execute the corresponding beauty mode according to the beauty mode corresponding to each face area, so that the method not only meets the personalized requirements, but also greatly saves the beauty time and simultaneously liberates both hands. In addition, an intelligent beauty device, equipment and a storage medium are also provided.
Description
Technical Field
The present application relates to the field of computer technologies, and in particular, to an intelligent cosmetic method, apparatus, device, and storage medium.
Background
With the continuous improvement of living standard, people pay more and more attention to the self image, especially the female group. The medical and American industry forms a consumption hotspot. In recent years, the market demand for the home beauty instrument has been increasing rapidly due to the demand for convenience, and further development of the home beauty instrument has been demanded.
The domestic beauty instrument on the market at present has tender skin appearance, clean face appearance, thin face appearance etc. and the current beauty instrument of whatever kind all has following at least one problem:
one, the function singleness, many beauty instruments often only have a function.
Secondly, even if some beauty instruments have multiple functions, the whole set of beauty instruments consumes long time to do.
And thirdly, the device is not intelligent enough and cannot provide personalized beauty functions.
Disclosure of Invention
Based on the above, an intelligent beauty method, device, equipment and storage medium which can provide multiple functions, personalized beauty advice and short time are provided.
In order to achieve the above object, a first aspect of the present application provides an intelligent beauty method applied to an intelligent beauty device, wherein the intelligent beauty device comprises: the main control equipment is connected with the mask, the mask comprises a plurality of mask areas, the mask is used for being worn on the face, and each mask area corresponds to one face area;
the method comprises the following steps:
the main control equipment adopts a camera to photograph the face to obtain a face image;
performing skin analysis based on the face image to obtain a region analysis result of each face region;
determining a beauty mode corresponding to each face area according to the area analysis result;
and controlling the corresponding mask area to execute the corresponding beauty treatment mode according to the beauty treatment mode corresponding to each face area.
In order to achieve the above object, a second aspect of the present application provides an intelligent cosmetic device applied to an intelligent cosmetic apparatus, the intelligent cosmetic apparatus including: the main control equipment is connected with the mask, the mask comprises a plurality of mask areas, the mask is used for being worn on the face, and each mask area corresponds to one face area;
the device comprises:
the photographing module is used for photographing the face by adopting a camera to obtain a face image;
the analysis module is used for carrying out skin analysis on the basis of the face image to obtain a region analysis result of each face region;
the determining module is used for determining a beauty mode corresponding to each face area according to the area analysis result;
and the execution module is used for controlling the corresponding mask area to execute the corresponding beauty mode according to the beauty mode corresponding to each face area.
To achieve the above object, a third aspect of the present application provides an intelligent beauty appliance, comprising: master control equipment and face guard, master control equipment includes: comprising a memory and a processor, the memory storing a computer program that, when executed by the processor, causes the processor to perform the steps of:
taking a picture of the face by using a camera to obtain a face image;
performing skin analysis based on the face image to obtain a region analysis result of each face region;
determining a beauty mode corresponding to each face area according to the area analysis result;
and controlling the corresponding mask area to execute the corresponding beauty treatment mode according to the beauty treatment mode corresponding to each face area.
To achieve the above object, a fourth aspect of the present application provides a computer-readable storage medium comprising: a computer program is stored which, when executed by a processor, causes the processor to perform the steps of:
taking a picture of the face by using a camera to obtain a face image;
performing skin analysis based on the face image to obtain a region analysis result of each face region;
determining a beauty mode corresponding to each face area according to the area analysis result;
and controlling the corresponding mask area to execute the corresponding beauty treatment mode according to the beauty treatment mode corresponding to each face area.
According to the intelligent beauty method, the intelligent beauty device, the intelligent beauty equipment and the intelligent beauty storage medium, the face is photographed to obtain the face image, skin analysis is carried out based on the face image to obtain the region analysis result of each face region, the beauty mode corresponding to each face region is determined according to the region analysis result, and finally, the corresponding face mask region is controlled to execute the corresponding beauty mode according to the determined beauty mode. The method can set the beauty treatment mode according to the specific situation of the user by carrying out skin analysis on the face image, and simultaneously provides the beauty treatment mode of the corresponding face area according to the area analysis results of different face areas, thereby not only meeting the personalized requirements of the user, but also meeting the personalized requirements of different face areas of the same client. In addition, the face guard in the intelligent beauty equipment comprises a plurality of face guard areas, corresponding beauty modes are executed by controlling the face guard areas, different beauty modes can be adopted for different face areas simultaneously, functions are various, the beauty time can be greatly reduced, and in addition, hands are known and released by the beauty modes of the face guard modes, so that the worry and the labor are saved.
Drawings
In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments of the present application, and for those skilled in the art, other drawings can be obtained according to the drawings without creative efforts.
Wherein:
fig. 1 is a schematic diagram of an intelligent beauty treatment apparatus in one embodiment;
FIG. 2 is a flow diagram of an intelligent cosmetic method in one embodiment;
FIG. 3 is a flow diagram of analysis based on a facial image to obtain a region analysis result in one embodiment;
fig. 4 is a block diagram showing the structure of the intelligent beauty device in one embodiment;
fig. 5 is an internal structural view of the intelligent beauty treatment apparatus in one embodiment.
Detailed Description
It should be understood that the specific embodiments described herein are merely illustrative of the present application and are not intended to limit the present application.
The technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are only a part of the embodiments of the present application, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.
It is noted that the terms "comprises," "comprising," and "having" and any variations thereof in the description and claims of this application and the drawings described above are intended to cover non-exclusive inclusions. For example, a process, method, system, article, or apparatus that comprises a list of steps or elements is not limited to only those steps or elements listed, but may alternatively include other steps or elements not listed, or inherent to such process, method, article, or apparatus. In the claims, the description and the drawings of the specification of the present application, relational terms such as "first" and "second", and the like, may be used solely to distinguish one entity/action/object from another entity/action/object without necessarily requiring or implying any actual such relationship or order between such entities/actions/objects.
Reference herein to "an embodiment" means that a particular feature, structure, or characteristic described in connection with the embodiment can be included in at least one embodiment of the application. The appearances of the phrase in various places in the specification are not necessarily all referring to the same embodiment, nor are separate or alternative embodiments mutually exclusive of other embodiments. It is explicitly and implicitly understood by one skilled in the art that the embodiments described herein can be combined with other embodiments.
As shown in fig. 1, a schematic diagram of an intelligent beauty treatment apparatus having a plurality of beauty functions is proposed, and specifically, the intelligent beauty treatment apparatus 10 includes: a main control device 102 and a face mask 104, which is a head-mounted mask covering the entire facial area. This face guard includes: a plurality of mask regions, each mask region corresponding to a face region. For example, the mask is divided into four mask areas, namely the forehead, the eyes, the face eggs and the chin, and the four mask areas are controlled separately, so that different beauty modes can be performed simultaneously aiming at different mask areas, and compared with the traditional mode that beauty can be performed only aiming at one area at a time and only aiming at a small part of one area at the same time, the mode greatly saves time. The traditional whole face beautifying method needs about half an hour, and the whole face beautifying method only needs 3-5 minutes, so that the method is quick and convenient. Moreover, the head-wearing type mask in the scheme has the advantages that compared with the traditional beauty instrument which needs to be held in hands, hands are liberated, and the worry and the labor are saved. In one embodiment, the face mask that contacts the face is selected from a silicone material that is more conducive to skin fit.
The main control device 102 is provided with a camera, and a face image can be obtained by shooting a human face through the camera. In one embodiment, the main control device 102 is embedded with a skin analysis algorithm, and analyzes the face image through the skin analysis algorithm to obtain a region analysis result of each face region. In another embodiment, the main control device 102 is connected to a server, uploads the face image to the server, and the server has a built-in skin analysis algorithm, so that the server performs face skin analysis and returns the analysis result to the main control device.
As shown in fig. 2, an intelligent beauty method is provided, which is applied to an intelligent beauty device, the intelligent beauty device comprising: the main control equipment is connected with the mask, the mask comprises a plurality of mask areas, the mask is used for being worn on the face, and each mask area corresponds to one face area;
the method comprises the following steps:
The main control equipment is provided with the camera, the face of the user is photographed by the camera, and particularly, the user can align the face to the set recognition frame according to requirements, so that the more accurate face image can be acquired. In order to obtain more accurate face information, the adopted high-definition camera can also clearly shoot pores on the face.
And step 204, performing skin analysis based on the face image to obtain a region analysis result of each face region.
Since the skin problem is different for each person, it is necessary to perform skin analysis based on the face image to obtain the region analysis result for each face region. The division of the face region corresponds to the division of the face mask region, for example, if the face mask is divided into 4 regions, the whole face is divided into 4 regions correspondingly. The skin in different areas has different characteristics, so that the skin analysis is carried out in different areas, and the targeted intervention is more favorably carried out.
The beauty mode can be divided into a beauty mode, a water replenishing mode, a pulling mode, a photon skin tendering mode and the like. One beauty mode can correspond to one or more beauty items, which are ION export of ION, electroporation import of ENI, RF radio frequency, EMS micro current, and the like. For example, beauty modes include: two items of RF and ION ION derivation, the water replenishing mode includes: three items of RF, ENI electroporation import and EMS micro-current.
And step 208, controlling the corresponding mask area to execute the corresponding beauty treatment mode according to the beauty treatment mode corresponding to each face area.
Different facial regions may correspond to different beauty modes, for example, the forehead may correspond to a lifting mode, the face egg may correspond to a photon skin softening mode, and the chin may correspond to a water replenishing mode. Aiming at different face areas, corresponding face mask areas are respectively controlled to execute corresponding beauty treatment modes, namely, a chin area is simultaneously controlled to execute a water replenishing mode, a forehead is controlled to execute a lifting mode, a face egg is controlled to execute a photon skin tendering mode, different areas can be simultaneously carried out, the beauty treatment efficiency is greatly improved, and the beauty treatment duration is shortened.
The intelligent beauty method comprises the steps of firstly photographing a face to obtain a face image, then carrying out skin analysis based on the face image to obtain a region analysis result of each face region, then determining a beauty mode corresponding to each face region according to the region analysis result, and finally controlling the corresponding mask region to execute the corresponding beauty mode according to the determined beauty mode. The method can set the beauty treatment mode according to the specific situation of the user by carrying out skin analysis on the face image, and simultaneously provides the beauty treatment mode of the corresponding face area according to the area analysis results of different face areas, thereby not only meeting the personalized requirements of the user, but also meeting the personalized requirements of different face areas of the same client. In addition, the face guard in the intelligent beauty equipment comprises a plurality of face guard areas, corresponding beauty modes are executed by controlling the face guard areas, different beauty modes can be adopted for different face areas simultaneously, functions are various, the beauty time can be greatly reduced, and in addition, hands are known and released by the beauty modes of the face guard modes, so that the worry and the labor are saved.
As shown in fig. 3, in an embodiment, the performing skin analysis based on the face image to obtain a region analysis result of each face region includes:
In order to accurately analyze the skin problem of each face area, the face image is partitioned, and the partition mode corresponds to the mask partition mode, so that each face area image is obtained.
And step 204B, inputting each face region image into a corresponding region skin analysis model to obtain a region analysis result output by the region skin analysis model.
In order to more accurately analyze the skin problem of each region, different regional skin analysis models are established for different face regions, for example, if a face is divided into 4 regions, 4 regional skin analysis models are correspondingly established. The regional skin analysis model is obtained by training in a supervised learning mode based on a convolutional neural network model. For example, the skin of the forehead is generally thinner, the skin of the face is thicker, and the skin problems corresponding to the forehead and the face are often different, so that the regional skin analysis model is established in different regions, which is more favorable for improving the accuracy of analysis.
And step 204C, displaying the area analysis result on a display screen of the main control equipment in a visual mode.
After the area analysis result is obtained, the area analysis result is displayed on a display screen of the main control equipment in a visual mode in order to enable a user to more clearly recognize the skin problem. The region analysis results include: pore conditions, stain conditions, dark eye conditions, wrinkle conditions, moles, blackheads conditions, pouch conditions, pox conditions, looseness conditions and the like, and specifically, the corresponding conditions can be displayed to a client in a form of grades, for example, the pores are classified as good, slight, moderate and severe. By displaying the analysis condition to the client, on one hand, the client can know the problem of the client more, and meanwhile, the client can compare the difference between the before use and the after use, so that the client can be encouraged to insist on using.
In one embodiment, the region analysis result includes: results of regional analysis of a plurality of skin items, the skin items comprising: pores, color spots, dark circles, wrinkles, moles, blackheads, pouches, pox, laxity; the displaying the area analysis result on the display screen of the master control device in a visual manner includes: calculating scores for a plurality of latitudes according to the regional analysis results of the plurality of skin items, wherein the plurality of latitudes comprise: whiteness, uniformity, smoothness, mildness and healthiness; and displaying the scores of the plurality of latitudes on a display screen of the master control device in a visual mode.
The number of large pores detected was evaluated, for example, the number of large pores was 20 or less, the number was good, the number was between 20 and 40, the number was slight, the number was between 50 and 70, the number was moderate, and the number of large pores was 70 or more. The spots are further classified into freckles, sunburn, and the like, and are classified according to the area and color (shade) of the spots. And grading the black eye according to the identified color. The wrinkles are ranked according to the identified number and wrinkle depth, and so on.
If the conditions of pores, color spots and the like are directly shown to the user, the user may not have an intuitive understanding, and in order to make the user more easily and intuitively know the skin condition of the user, the user scores a plurality of latitudes according to the skin condition, wherein the latitudes comprise: whiteness, uniformity, smoothness, mildness and healthiness. With these 5 latitudes, the user is more likely to understand the current skin condition of himself.
Specifically, the brightness is scored according to the conditions of color spots, black eye circles, black nevi, blackheads and pox, and the score of the brightness is calculated in a weighted average mode. The uniformity is calculated by adopting a weighted average mode according to the conditions of pores, black eye circles, black nevi, blackheads and acnes. The smoothness is calculated by adopting a weighted average mode according to the conditions of pores, black nevi, blackheads and acnes. The annual mild degree is calculated by adopting a weighted average mode according to the conditions of black eyes, bags under the eyes and laxity. The health degree is calculated by adopting a weighted average mode according to the conditions of pores, color spots, dark circles, blackheads, pouches and pox. For example: for the calculation of whiteness, the weight of the stain was 25%, the weight of the black eye was 10%, the weight of the black nevus was 20%, the weight of the blackhead was 25%, and the weight of the pox was 20%. Assuming a mottle score of 80, a black eye score of 90, a black nevus score of 85, a blackhead score of 68, and a pox score of 70. The higher the score, the less severe the indication, and the whiteness degree was calculated to be 80 × 25% +90 × 10% +85 × 20% +68 × 25% +70 × 20% — 77.
In one embodiment, the determining the beauty treatment mode corresponding to each face region according to the region analysis result includes: determining a beauty item required to be carried out on the corresponding face area and a parameter corresponding to the beauty item according to the area analysis result, wherein the beauty item comprises one or more of ION export of ION, electroporation import of ENI, RF (radio frequency) and EMS (energy management system) micro-current; and determining a beauty mode according to the beauty item corresponding to each face area.
Wherein, the beauty project is determined according to the area analysis result of the face area obtained by analysis, and when pores are good, only daily nursing and moisture preservation are needed. When the pores are slight, cleaning and water replenishing are needed, RF voltage parameters and action duration are determined corresponding to two cosmetic items of RF and ENI, the parameters are set to be in a lower level, ENI is used for replenishing water and moisturizing, regulating water-oil balance, reducing pore burden, assisting in clamping the pores with RF, promoting absorption and blood circulation, and enhancing metabolism. When the pores are medium, the parameters need to be adjusted to medium level, and when the pores are serious, the parameters need to be adjusted to high level. When there are freckles on the face, the RF cosmetic item is determined, and the deeper the color of the freckles, the longer the setting time, of course, there is a maximum time limit, such as five minutes. When sunburn is present, the cosmetic mode of ENI + RF is used, again with time setting according to colour depth. When dark circles are present, the eyes adopt the RF + ENI cosmetic mode. When wrinkles/fine lines are present, it is also desirable to see the type of wrinkles, e.g., elevated head- > forehead area RF rejuvenation + EMS; periocular stria- > ocular RF + EMS; the more the number of the facial RF + EMS wrinkles, the longer the RF function is used, and the longest the function is not more than 10 minutes; the deeper the wrinkle depth, the greater the output power, the RF max not exceeding 7W, and the EMS max not exceeding 60V (peak). When melanotic nevus (melanin sediment) exists, ENI is adopted to supplement water and RF collagen is adopted to regenerate, and RF radio frequency stimulates collagen to regenerate and promotes metabolism. When the blackheads exist, RF + ION derivation cleaning is adopted, synchronous work is carried out, the pores are opened by the aid of RF, and ION deep cleaning of the pores is achieved. When the eye bags exist, eye EMS is carried out, eye orbicularis oculi muscles are exercised, and the eye bags are tightened. When the acne exists, judging the distribution and the severity of the acne, if the acne is more and more serious, not recommending the related functions of the beauty instrument. When there is slack sag, the criteria are: the more serious the laxity of deeper people with obvious bags, oval pores, fuzzy and mellow side contour, fine lines of mouth corners, statutory lines and the like, the EMS strengthens and exercises orbicularis oculi, levator labialis, zygomatic major, laughing muscle and masseter, and the EMS output frequency is higher than RF.
In one embodiment, the determining, according to the region analysis result, a beauty item to be performed on the corresponding face region and a parameter corresponding to the beauty item includes: the main control equipment acquires the skin condition of the user in a questionnaire form, and determines the skin characteristics of the user according to the skin condition; and determining beauty treatment items required to be carried out on each face area and parameters corresponding to the beauty treatment items according to the skin characteristics and the area analysis result.
In order to set beauty treatment items and corresponding parameters more accurately, before beauty treatment is performed, skin conditions of a user are firstly acquired in a questionnaire form in consideration of the possible situations of allergy history and the like of the user, wherein the questionnaire comprises the following questions: the user's historical allergies and the user's experience with the skin care product and after use. In one embodiment, the actual skin characteristics of the user can be determined according to the answer condition of the user, and then the cosmetic items required to be performed and the parameter intensity required to be set are jointly determined according to the skin characteristics and the region analysis result. For example, for sensitive skin or acne skin, some cosmetic functions are not recommended and need to be conditioned first.
By adopting the intelligent beauty equipment, according to the regional analysis result, the system can automatically generate beauty advice, and automatically set all beauty items, modes and parameters, and a user can automatically perform a series of beauty items only by selecting 'start'. In addition, the beauty data are automatically stored and uploaded to the server according to the completion condition of the user, and the user can automatically synchronize and analyze when logging in other machines. The accumulation of data will also optimize and adjust cosmetic recommendations for the user when using the machine for long periods of time.
In addition, the intelligent beauty equipment also provides a manual mode, and when the machine is in an automatic mode, all parameters are recommended and set after AI analysis, so that the requirements of most people can be met. However, the professional beauty staff may adjust individual parameters according to their own experience and the skin condition of the user, and manually set the parameters using the professional mode. The set parameters can be automatically saved in the data record of the user, and data support is provided for AI analysis recommendation.
In one embodiment, since the radio frequency or micro current is in the safe range during normal use, but in order to avoid injuring human body by improper operation, the safety detection function is added on the intelligent beauty device, including: overload detection and temperature detection, when the radio frequency output or micro-current output overload occurs, the electric connection between the mask and the mask is immediately disconnected. The mask is provided with a sensitive sensor for detecting the skin surface temperature, and when the temperature is higher, the heating of the corresponding area of the mask is automatically closed or the cooling mode is automatically started, so that the skin safety is protected to the maximum extent.
In addition, the main control equipment also has a social function, and a user can select to join a certain beauty community to obtain various beauty information and teach beauty experience, and can also initiate activities such as beauty PK, pull group and the like to increase the social attribute of the instrument.
In one embodiment, the determining, according to the region analysis result, a beauty item to be performed on the corresponding face region and a parameter corresponding to the beauty item includes: inputting a region analysis result corresponding to the face region into a region beauty model, wherein the region beauty model is used for determining one or more beauty items required to be performed according to the region analysis result and parameter setting corresponding to each beauty item, and the parameters comprise: at least one of a voltage parameter, a duration parameter, a light wave parameter, and a light intensity parameter.
The regional beauty model analyzes the beauty items and specific parameter settings required by the facial region skin according to the feature analysis of the facial region skin. The regional beauty model is a model for performing intelligent setting of beauty items on a current face region after learning a large number of features. The mode can realize full-automatic setting of parameters, manual adjustment based on experience is not needed, the use threshold is greatly reduced, and the use effect is improved.
In one embodiment, the controlling the corresponding mask region to execute the corresponding beauty mode according to the beauty mode corresponding to each face region includes: determining a beauty mode corresponding to each face area; and controlling the mask area corresponding to the face area according to the beauty mode and executing the corresponding beauty mode.
Wherein, the beauty mode is divided into a deep cleaning mode, a water supplementing and nourishing mode, a collagen regeneration mode and a lifting, tightening and shaping mode in advance. Different modes correspond to different items, specifically, deep cleaning: RF + ION, RF + ION synchronous work, RF assists and opens the pore, and the ION realizes deep cleaning. Water replenishing and nourishing: under the conditions of RF + ENI facial dryness, fine lines, color spots, large pores, oil bleeding and the like, RF works together with ENI, the RF assists in opening the pores, the ENI promotes absorption, deeply replenishes water, lightens the color spots of the fine lines and improves the water-oil balance of the face. Collagen regeneration: the RF + EMS mainly aims at fine lines, dark spots and dark circles on the face, the RF and the EMS work synchronously, the RF stimulates the regeneration of collagen, the fine lines and the dark circles are lightened, the dark spots are improved, and the skin is whitened and tender; EMS micro-current stimulates the dermis layer, and promotes cells to produce more ATP and synthesize collagen. This mode RF operating frequency is higher than EMS. Lifting, tightening and shaping: EMS + RF mainly is to face lax, and obvious law line and cheek edges and corners are fuzzy, and EMS tempers the muscle layer, resumes facial muscle tension, and RF activates collagen regeneration in step, resumes facial elasticity, and it is tight elasticity. This mode EMS operates at a higher frequency than RF. By executing the corresponding beauty treatment mode in parallel on each face area, the beauty treatment time is greatly shortened.
As shown in fig. 4, an intelligent cosmetic device is provided, which is applied to an intelligent cosmetic apparatus, the intelligent cosmetic apparatus including: the main control equipment is connected with the mask, the mask comprises a plurality of mask areas, the mask is used for being worn on the face, and each mask area corresponds to one face area;
the device comprises:
a photographing module 402, configured to photograph a face with a camera to obtain a face image;
an analysis module 404, configured to perform skin analysis based on the face image to obtain a region analysis result of each face region;
a determining module 406, configured to determine, according to the region analysis result, a beauty mode corresponding to each face region;
and an executing module 408, configured to control a corresponding mask region to execute a corresponding beauty mode according to the beauty mode corresponding to each face region.
In one embodiment, the analysis module is further configured to partition the face image to obtain a plurality of face region images; inputting each face region image into a corresponding region skin analysis model to obtain a region analysis result output by the region skin analysis model; and displaying the area analysis result on a display screen of the main control equipment in a visual mode.
In one embodiment, the region analysis result includes: results of regional analysis of a plurality of skin items, the skin items comprising: pores, color spots, dark circles, wrinkles, moles, blackheads, pouches, pox, laxity;
the analysis module is further configured to calculate scores for a plurality of latitudes based on the results of the regional analysis of the plurality of skin items, the plurality of latitudes including: whiteness, uniformity, smoothness, mildness and healthiness; and displaying the scores of the plurality of latitudes on a display screen of the master control device in a visual mode.
In one embodiment, the determining module is further configured to determine, according to the region analysis result, a cosmetic item required to be performed on the corresponding face region and a parameter corresponding to the cosmetic item, where the cosmetic item includes one or more of ION export of ION, electroporation import of ENI, RF radio frequency, and EMS micro-current; and determining a beauty mode according to the beauty item corresponding to each face area.
In one embodiment, the determining module is further configured to obtain the skin condition of the user in the form of a questionnaire, and determine the skin characteristics of the user according to the skin condition; and determining beauty treatment items required to be carried out on each face area and parameters corresponding to the beauty treatment items according to the skin characteristics and the area analysis result.
In one embodiment, the determining module is further configured to input a result of area analysis corresponding to the facial area into a regional beauty model, where the regional beauty model is configured to determine one or more beauty items to be performed according to the result of area analysis, and a parameter setting corresponding to each beauty item, where the parameters include: at least one of a voltage parameter, a duration parameter, a light wave parameter, and a light intensity parameter.
In one embodiment, the execution module is further configured to determine a cosmetic mode corresponding to each facial region; and controlling the mask area corresponding to the face area according to the beauty mode and executing the corresponding beauty mode.
Fig. 5 shows an internal structural view of the intelligent beauty treatment apparatus in one embodiment. The intelligent beauty equipment can be a terminal or a server. As shown in fig. 5, the intelligent beauty treatment apparatus includes a processor, a memory, and a network interface connected through a system bus. Wherein the memory includes a non-volatile storage medium and an internal memory. The non-volatile storage medium of the intelligent beauty treatment device is provided with a storage operating system and can also be provided with a storage computer program, and the computer program can enable a processor to realize the intelligent beauty treatment method when being executed by the processor. The internal memory may also store a computer program, which when executed by the processor, causes the processor to perform the intelligent cosmetic method described above. Those skilled in the art will appreciate that the configuration shown in fig. 5 is a block diagram of only a portion of the configuration associated with the present application and does not constitute a limitation on the devices to which the present application may be applied, and that a particular device may include more or less components than those shown, or may combine certain components, or have a different arrangement of components.
In one embodiment, there is provided an intelligent cosmetic device comprising a memory and a processor, the memory having stored thereon a computer program which, when executed by the processor, causes the processor to perform the steps of the intelligent cosmetic method described above.
In one embodiment, a computer-readable storage medium is provided, having stored thereon a computer program, which, when executed by a processor, causes the processor to perform the steps of the above-described intelligent cosmetic method.
It is to be understood that the above-described intelligent beauty method, apparatus, intelligent beauty equipment, and computer-readable storage medium belong to one general inventive concept, and embodiments are mutually applicable.
It will be understood by those skilled in the art that all or part of the processes of the methods of the embodiments described above can be implemented by a computer program, which can be stored in a non-volatile computer-readable storage medium, and can include the processes of the embodiments of the methods described above when the program is executed. Any reference to memory, storage, database, or other medium used in the embodiments provided herein may include non-volatile and/or volatile memory, among others. Non-volatile memory can include read-only memory (ROM), Programmable ROM (PROM), Electrically Programmable ROM (EPROM), Electrically Erasable Programmable ROM (EEPROM), or flash memory. Volatile memory can include Random Access Memory (RAM) or external cache memory. By way of illustration and not limitation, RAM is available in a variety of forms such as Static RAM (SRAM), Dynamic RAM (DRAM), Synchronous DRAM (SDRAM), Double Data Rate SDRAM (DDRSDRAM), Enhanced SDRAM (ESDRAM), Synchronous Link DRAM (SLDRAM), Rambus Direct RAM (RDRAM), direct bus dynamic RAM (DRDRAM), and memory bus dynamic RAM (RDRAM).
The technical features of the above embodiments can be arbitrarily combined, and for the sake of brevity, all possible combinations of the technical features in the above embodiments are not described, but should be considered as the scope of the present specification as long as there is no contradiction between the combinations of the technical features.
The above-mentioned embodiments only express several embodiments of the present application, and the description thereof is more specific and detailed, but not construed as limiting the scope of the present application. It should be noted that, for a person skilled in the art, several variations and modifications can be made without departing from the concept of the present application, which falls within the scope of protection of the present application. Therefore, the protection scope of the present patent shall be subject to the appended claims.
Claims (10)
1. An intelligent beauty method is applied to an intelligent beauty device, and the intelligent beauty device is characterized by comprising the following steps: the main control equipment is connected with the mask, the mask comprises a plurality of mask areas, the mask is used for being worn on the face, and each mask area corresponds to one face area;
the method comprises the following steps:
the main control equipment adopts a camera to photograph the face to obtain a face image;
performing skin analysis based on the face image to obtain a region analysis result of each face region;
determining a beauty mode corresponding to each face region according to the region analysis result, wherein each beauty mode comprises: one or more cosmetic items;
and controlling the corresponding mask area to execute the corresponding beauty treatment mode according to the beauty treatment mode corresponding to each face area.
2. The method of claim 1, wherein the performing skin analysis based on the facial image results in region analysis results for each facial region, comprising:
partitioning the face image to obtain a plurality of face region images;
inputting each face region image into a corresponding region skin analysis model to obtain a region analysis result output by the region skin analysis model;
and displaying the area analysis result on a display screen of the main control equipment in a visual mode.
3. The method of claim 1, wherein the region analysis results comprise: results of regional analysis of a plurality of skin items, the skin items comprising: pores, color spots, dark circles, wrinkles, moles, blackheads, pouches, pox, laxity;
the displaying the area analysis result on the display screen of the master control device in a visual manner includes:
calculating scores for a plurality of latitudes according to the regional analysis results of the plurality of skin items, wherein the plurality of latitudes comprise: whiteness, uniformity, smoothness, mildness and healthiness;
and displaying the scores of the plurality of latitudes on a display screen of the master control device in a visual mode.
4. The method of claim 1, wherein determining a cosmetic mode for each facial region based on the region analysis results comprises:
determining a beauty item required to be carried out on the corresponding face area and a parameter corresponding to the beauty item according to the area analysis result, wherein the beauty item comprises one or more of ION export of ION, electroporation import of ENI, RF (radio frequency) and EMS (energy management system) micro-current;
and determining a beauty mode according to the beauty item corresponding to each face area.
5. The method according to claim 4, wherein the determining, according to the region analysis result, the beauty item required to be performed by the corresponding face region and the parameter corresponding to the beauty item comprises:
the main control equipment acquires the skin condition of the user in a questionnaire form, and determines the skin characteristics of the user according to the skin condition;
and determining beauty treatment items required to be carried out on each face area and parameters corresponding to the beauty treatment items according to the skin characteristics and the area analysis result.
6. The method according to claim 4, wherein the determining, according to the region analysis result, the beauty item required to be performed by the corresponding face region and the parameter corresponding to the beauty item comprises:
inputting a region analysis result corresponding to the face region into a region beauty model, wherein the region beauty model is used for determining one or more beauty items required to be performed according to the region analysis result and parameter setting corresponding to each beauty item, and the parameters comprise: at least one of a voltage parameter, a duration parameter, a light wave parameter, and a light intensity parameter.
7. The method according to claim 1, wherein the controlling the corresponding mask region to perform the corresponding beauty mode according to the corresponding beauty mode of each face region comprises:
determining a beauty mode corresponding to each face area;
and controlling the mask area corresponding to the face area according to the beauty mode and executing the corresponding beauty mode.
8. An intelligent cosmetic device is applied to intelligent cosmetic equipment, and is characterized in that the intelligent cosmetic equipment comprises: the main control equipment is connected with the mask, the mask comprises a plurality of mask areas, the mask is used for being worn on the face, and each mask area corresponds to one face area;
the device comprises:
the photographing module is used for photographing the face by adopting a camera to obtain a face image;
the analysis module is used for carrying out skin analysis on the basis of the face image to obtain a region analysis result of each face region;
the determining module is used for determining a beauty mode corresponding to each face area according to the area analysis result;
and the execution module is used for controlling the corresponding mask area to execute the corresponding beauty mode according to the beauty mode corresponding to each face area.
9. An intelligent cosmetic device comprising a memory and a processor, the memory storing a computer program that, when executed by the processor, causes the processor to perform the steps of the intelligent cosmetic method of any one of claims 1 to 7.
10. A computer-readable storage medium, characterized in that a computer program is stored which, when executed by a processor, causes the processor to carry out the steps of the intelligent cosmetic method according to any one of claims 1 to 7.
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