KR20220050639A - Method for providing nail art service and System for providing nail art service - Google Patents

Abstract

Disclosed is a method for providing a nail art service. The method for providing a nail art service comprises: a step of selecting a nail art image as an analysis target in a user terminal; a step A of analyzing, by a server or an application of the user terminal, the nail art image to be analyzed; a step B of extracting a nail art recipe which is highly related to the nail art image to be analyzed from among the nail art recipes registered in the server; a step C of analyzing the nail art recipe extracted in the step B to calculate an appropriate price for the nail art image to be analyzed; and a step of displaying the appropriate price calculated in the step C on the user terminal. The present invention can improve the matching rate between consumers and operators.

Description

Method for providing nail art service and system for providing nail art service

An embodiment of the present invention relates to a method for providing a nail art service and a system for providing a nail art service, and more particularly, to a technology that can efficiently derive and provide nail art information desired by a user.

Recently, interest in various fashion items that can express individual individuality is increasing, and the related market is also rapidly expanding. In addition, as smart devices are widely distributed, an environment has been established in which individuals can easily create and share videos or blogs.

On the other hand, interest in nail art, pedi, tattoo, hair styling, makeup, etc. is increasing for the production of a unique appearance. There was no other alternative other than to visit and receive the treatment in person. Accordingly, unique creative contents were not widely disseminated, and as a result, there was a limit to the profit of the creator, and there was a problem that it was difficult for consumers to receive the desired treatment if they were also far away from the creator.

In addition, consumers may be interested in nail art embodied on other people's nails or nail art expressed in online/offline magazines, etc., and may have a desire to do the nail art themselves. It was difficult to figure out where and for how much art can be treated, and as a result, consumers cannot satisfy their desires because it is difficult or impossible to get the nail art they want, and the sales that could have been generated from the practitioner’s point of view are not provided to consumers. Since it cannot occur due to a lack of information, there is a problem that it is not beneficial to both the operator and the operator.

According to an aspect of the present invention, it is possible to provide a nail art service that can improve the matching rate between consumers and practitioners by efficiently providing information on predetermined nail art.

A method of providing a nail art service according to an exemplary embodiment of the present invention includes the steps of selecting a nail art image as an analysis target in a user terminal; A step of analyzing the nail art image to be analyzed by the application or server of the user terminal; A step B of extracting nail art recipes that are highly related to the nail art image to be analyzed from among the nail art recipes registered in the server; a C step of analyzing the nail art recipes extracted in the B step to calculate an appropriate price of the nail art image to be analyzed; and displaying the fair price calculated in step C on the user terminal.

In this case, the A step may include: A1 step of converting the saturation of the original image including the analysis target nail art image to 0; Step A2 of recognizing the nail area in the image in which the saturation is converted to 0; Step A3 of extracting an image of the nail region by applying the recognized nail region to the original image; and step A4 of analyzing the extracted nail area image.

In addition, the A5 step of recognizing the color areas included in the nail art image; and step A6 of extracting color information for each recognized color area; wherein the color information includes at least one of a material, a color code, an area ratio, a shape of a boundary line between one color area and an adjacent color area, and the complexity of the boundary line. may include

In addition, it is preferable that the result of analyzing the images of the recipe result included in the nail art recipes registered in the server is matched with the nail art recipes and stored in the server.

In addition, the step of listing the nail art recipes extracted in step B in the order of relevance; further comprising, a recipe result image, price, operation time required for each of the listed recipes, a list of available stores, and a location are displayed it is preferable

A nail art service providing system according to an exemplary embodiment of the present invention includes: a user terminal including a consumer terminal for reading and selecting a recipe list, a creator terminal for registering, modifying, and managing recipes, and a store terminal for viewing recipes; A server comprising a GUI module for consumers, a GUI module for creators, a GUI module for stores, an image analysis module for analyzing the analysis target nail art image, and a recommendation information generating module for calculating an appropriate price of the analysis target nail art ; and a database unit; but, when the nail art image to be analyzed is selected and input by the user terminal, the server may calculate an appropriate price and transmit it to the user terminal.

According to an embodiment of the present invention, it is possible to efficiently provide information on nail art, such as appropriate price information for nail art and information on stores with high possibility of treatment, so that consumers who want to receive a predetermined nail art treatment and the corresponding nail art There is a useful effect that the matching success rate of practitioners who can perform art can be significantly increased.

1 is a diagram schematically illustrating a nail art service providing system nail art service providing system according to an embodiment of the present invention;
2 is a diagram schematically illustrating a method for providing a nail art service according to an embodiment of the present invention;
3 is a diagram for explaining a consumer GUI according to an embodiment of the present invention;
4 is a view for explaining a recipe registration process according to an embodiment of the present invention,
5 is a diagram for explaining a GUI for creators according to an embodiment of the present invention;
6 is a diagram schematically illustrating a method for providing a nail art service according to an embodiment of the present invention;
7 is a diagram schematically illustrating a method for providing a nail art service according to an embodiment of the present invention;
8 is a view for explaining a method of providing a nail art service according to an embodiment of the present invention;
9 is a diagram schematically illustrating a color information table according to an embodiment of the present invention;
10 is a diagram schematically illustrating a color information table according to another embodiment of the present invention.

Advantages and features of the present invention, and a method for achieving them, will become apparent with reference to the embodiments described below in detail in conjunction with the accompanying drawings. However, the present invention is not limited to the embodiments disclosed below and may be implemented in various different forms. The present embodiments may be provided so as to complete the disclosure of the present invention and to completely inform those of ordinary skill in the art to the scope of the present invention. Like reference numerals refer to like elements throughout.

The terms used herein are for the purpose of describing the embodiments and are not intended to limit the present invention. In this specification, the singular also includes the plural unless specifically stated otherwise in the phrase. As used herein, 'comprise' and/or 'comprising' means that a referenced component, step, operation and/or element is the presence of one or more other components, steps, operations and/or elements. or addition is not excluded.

Hereinafter, the configuration and effect of the present invention will be described in more detail with reference to the accompanying drawings.

Hereinafter, the configuration and effect of the present invention will be described in more detail with reference to the accompanying drawings.

1 is a diagram schematically illustrating a nail art service providing system nail art service providing system according to an embodiment of the present invention, and FIG. 2 is a nail art service providing nail art service providing method according to an embodiment of the present invention. It is a diagram schematically exemplified, FIG. 3 is a diagram for explaining a GUI for creators according to an embodiment of the present invention, FIG. 4 is a diagram for explaining a recipe registration process according to an embodiment of the present invention, FIG. 5 is a diagram for explaining a consumer GUI according to an embodiment of the present invention. 6 and 7 are diagrams schematically illustrating a method for providing a nail art service according to an embodiment of the present invention, and FIG. 8 is a diagram for explaining a method for providing a nail art service according to an embodiment of the present invention; 9 and 10 are diagrams schematically illustrating a color information table.

Throughout this specification, a recipe result may mean a product that can be implemented by performing a procedure, etc. according to a recipe, and a creator may mean a subject who created the recipe. Here, the recipe result may mean nail art, pedi, tattoo, hair styling, makeup, and the like. Hereinafter, an embodiment of the present invention will be described using nail art as a representative example, but the embodiment of the present invention may also be applied to pediat.

Referring to the drawings, the nail art service providing system 1000 according to an embodiment of the present invention may include a first server 100 and a database unit 300 , and furthermore, a second server 200 . may further include.

The first server 100 may be connected to the user terminal 400 through a wired communication network or a wireless communication network. In an embodiment, the user terminal 400 may include a consumer terminal 410 , a creator terminal 420 , and a store terminal 430 . Here, the creator terminal 420 may perform a function of registering a recipe in the nail art service providing system. In addition, the store terminal 430 may be used for a subject (eg, a nail salon manager, a hairdresser, etc.) performing a procedure of a result of a recipe to learn while reading a recipe by accessing the nail art service providing system. In addition, the store terminal 430 may be used to input into the nail art service providing system whether or not the operation is possible for the learned recipe. In an embodiment, a nail art image to be analyzed may be selected in the user terminal 400 and input to the nail art service providing system. Here, the actual nail art, the printed nail art display, an image obtained by photographing the nail art expressed on the screen of a monitor, etc. may be selected as the nail art image to be analyzed. In addition, an image in the form of a photo file already captured and stored in a media album of the user terminal 400 may be selected as the nail art image to be analyzed. In addition, not only an image taken directly with a camera, but also a screenshot of a screen displayed on a terminal display device such as a smartphone, an image included in a web page displayed on a mobile browser, etc. may be selected as the analysis target nail art image. For example, if a consumer or creator likes nail art expressed in a magazine or webpage, etc., the part containing the nail art is photographed by the consumer terminal 410 or the creator terminal 420 and input to the nail art service providing system. If a nail art you like is found while surfing the web using the consumer terminal 410 or the creator terminal 420, the screen captures the screen and inputs the nail art image to be analyzed into the nail art providing system. can do.

In an embodiment, the database unit 300 may perform a function of storing recipe-related data, store-related data, consumer-related data, and creator-related data. In an embodiment, the database unit 300 may include a consumer DB 310 , a creator DB 320 , a recipe DB 330 , and a store DB 340 .

In one embodiment, recipe-related data includes the creator of each recipe, representative images, other images, stores available for treatment, description of the procedure, treatment video, materials required for treatment, specifications of recipe results (type, style, color, pattern, Consumer price, recipe usage fee, evaluation score, review, etc.) may be included. In addition, the recipe-related data may include color information and design information of nail art. The color information may mean material, color code, area ratio, shape of a boundary line between one color area and an adjacent color area, complexity of the boundary line, etc. Design information may mean full color, French, gradation, syrup, matte, glitter, art, stone, parts, character, 3D, emboss, and the like. In an embodiment, in the case of a recipe result, information on color or design may be manually input by a creator and transmitted to a server for registration. In another embodiment, the server may analyze the recipe result image and recommend the analysis result to the creator, or the analysis result and the creator's input may be stored together in the database unit 300 .

In an embodiment, the store-related data may include a store name, an address, an operator, and treatment details (recipes performed, consumer ratings, reviews, etc.).

In an embodiment, the consumer-related data may include member information, selection history, operation history, contents evaluated by the store on the corresponding consumer, and the like.

In an embodiment, the creator-related data may include member information of the creator, a recipe created, and usage fee allocation details.

In one embodiment, the first server 100 includes a consumer GUI module 110 , a creator GUI module 120 , a store GUI module 130 , a royalty allocation module 140 , an image analysis module 150 , and a reverse auction At least one of the modules 160 may be included.

In one embodiment, the consumer GUI module 110 may perform a function of generating image information and voice information output to the consumer terminal 410 , and receiving and processing information input through the consumer terminal 410 . there is. In an embodiment, the consumer GUI module 110 may provide recipe information such as a representative image, a brief description, price, required time, and ingredients to the consumer terminal 410 . Referring to FIG. 3 , the recipe result list G11 generated through the consumer GUI module 110 may be displayed on the consumer terminal 410, and when a predetermined recipe result is selected through the consumer terminal 410, Detailed information G12 of the selected recipe result may be displayed. Furthermore, a list of stores G13 capable of operating the selected recipe result may be displayed, and a screen for performing a reservation or purchase procedure may also be provided to the consumer terminal 410 if necessary. In addition, the consumer GUI module 110 may provide the consumer terminal 410 with an interface for selecting and inputting a nail art image to be analyzed.

In one embodiment, the creator GUI module 120 may perform a function of generating image information and audio information output to the creator terminal 420 , and receiving and processing information input through the creator terminal 420 . there is. In an embodiment, the creator GUI module 120 may provide information such as recipe information, a recipe writing environment, and a search tool to the creator terminal 420 . 4 and 5 , the recipe registration/management screen G20 generated through the creator GUI module 120 may be displayed on the creator terminal 420 , and a new registration function through the creator terminal 420 . When this is selected, the recipe creation environment G30 in which recipes can be written may be displayed on the creator terminal 420 . Also, the creator GUI module 120 may provide an interface for selecting and inputting a nail art image to be analyzed to the creator terminal 420 .

In one embodiment, the GUI module 130 for the store may perform a function of generating image information and voice information output to the store terminal 430 , and receiving and processing information input through the store terminal 430 . there is. In one embodiment, the GUI module 130 for the store includes a list of learnable recipes and detailed information (procedure process, material, time required, consumer price, usage fee, etc.), an operation possibility input field, a procedure completion information input environment, material purchase An environment, a search tool, etc. may be provided to the store terminal 430 . Also, the store GUI module 130 may provide the store terminal 430 with an interface for selecting and inputting a nail art image to be analyzed.

In an embodiment, the usage fee allocation module 140 may check whether the operation is completed according to a predetermined recipe, calculate the usage fee of the corresponding recipe, and allocate it to the creator of the corresponding recipe. Meanwhile, according to an embodiment of the present invention, the consumer may read the recipe and directly perform the operation. In this case, the usage fee allocation module 140 may check whether the consumer has read the recipe.

In an embodiment, an online payment agency service that is linked with the usage fee allocation module 140 or provided separately may be linked to the nail art service providing system according to an embodiment of the present invention.

In an embodiment, the image analysis module 150 may perform a function of analyzing the analysis target nail art image. As described above, when an analysis target nail art image is selected and input from the user terminal 400, the selected analysis target nail art image is transmitted to the server, and the image analysis module 150 analyzes the transmitted analysis target nail art image. can In another embodiment, a dedicated application running in the user terminal 400 may analyze the analysis target nail art image. However, since considerable computational power is required for analysis in this case, if the user terminal 400 is a low-performance mobile device, it may take a considerable time until the analysis result is derived, and a relatively large amount of dedicated application capacity may be required. .

In an embodiment, the image analysis module 150 may convert the saturation of the original image including the analysis target nail art image. In one embodiment, when the saturation is reduced, the outline of the boundary portion between the nail and the hand is emphasized, and as a result, the nail area can be recognized more efficiently. Here, as the saturation is decreased, the recognition efficiency of the nail area can be improved, and it is preferable that the saturation is converted to 0. In addition, the image analysis module 150 may extract an image of the nail area (an image without saturation conversion) by applying the nail area recognized from the saturation-converted image to the original image. Also, the image analysis module 150 may analyze the extracted image of the nail region, and as a result of the analysis, may derive at least one of the above-described color information and design information.

In one embodiment, the reverse auction module 160 may extract from the database unit 300 a store or creator capable of implementing the same nail art as the nail art image to be analyzed as a treatment. At this time, in the case of a store that can process nail art recipes with high relevance, it can be seen that the possibility of nail art treatment being analyzed is high. On the other hand, when the similarity of the treatment method is high, even if the similarity of the image itself is low, the possibility of the treatment may be evaluated relatively high.

In an embodiment, the second server 200 may perform a function of analyzing big data including data stored in the database unit 300 and deriving various types of recommendation information through machine learning. To this end, the data analysis module 210 and the machine learning module 220 may be included in the second server 200 .

In one embodiment, the second server 200 generates a recommended recipe result by analyzing at least one of the consumer's search history, selection history, operation history, operation place, demographic information, and seasonal information, and the generated The recommended recipe result may be provided to the first server 100 , in particular, the consumer GUI module. To this end, the recommendation information generating module 230 may be included in the second server 200 .

In an embodiment, the machine learning module 220 of the second server 200 may analyze and learn recipe result data input through the creator terminal 420 . The recommendation information generation module 230 of the second server 200 by using the machine-learned learning model in this way extracts at least one of the color, pattern, and shape of the recipe result from the image of the recipe result or the recipe-related image to obtain the recipe result or You can automatically complete or recommend a recipe's attribute information. Here, the property information of the automatically completed or recommended recipe includes basic tags (nail, pedi), color information (material, color code, area ratio, shape of a boundary line between one color area and an adjacent color area, complexity of the boundary line, etc.), Design information (full color, French, gradation, syrup, matte, glitter, art, stone, parts, character, 3D, emboss, etc.) may be included. The automatically completed or recommended information may be provided to the first server 100 , in particular, the GUI module 120 for creators.

In an embodiment, the recipe-related image may include an image of at least a partial process of performing a recipe. In this case, the recipe-related image may include an image in which the entire recipe execution process is extracted or a part of the image is extracted or the playback speed is adjusted.

In an embodiment, the recipe-related image may include various images or images that can better express the characteristics or advantages of the result of the recipe. For example, an image in which an image of the entire recipe result and a zoom-in image of a feature part are switched, an image captured while changing the camera's viewpoint, etc. may be included in the recipe-related image.

In one embodiment, the recommendation information generating module 230 of the second server 200 may derive the recipe difficulty by using at least one of a color, a pattern, and a shape of the result of the recipe, and through this, it is possible to calculate an appropriate treatment cost. can In one embodiment, the second server 200 compares and analyzes the treatment cost for each difficulty level of the different recipes stored in the database unit 300, calculates the treatment cost matching the separately derived recipe difficulty, and recommends it at an appropriate price. there is. The recommended reasonable price may be provided to the first server 100 , in particular, the GUI module 120 for creators.

In one embodiment, the recommendation information generating module 230 of the second server 200 analyzes the attribute information of the recipe directly input by the operator and the recipe input as possible for the operation by the operator, and the analysis result It can be used to create a list of learnable recipes and recommend it to the operator. The list of learnable recipes generated in this way may be provided to the first server 100 , in particular, the GUI module 130 for stores.

A method of providing a nail art service according to an embodiment of the present invention includes the steps of displaying results of a recipe, displaying a store where the results of a selected recipe can be treated, determining whether to perform a treatment according to the recipe; It may include allocating a recipe usage fee attributed to the creator.

In an embodiment, a plurality of recipes created by a plurality of creators may be stored in the nail art service providing system. In this recipe registration process, the machine learning result of the second server 200 may be utilized, and matters overlapping with those described above will be omitted.

In an embodiment, a practitioner belonging to a predetermined store may learn at least one recipe from among a plurality of recipes, and provide ( S101 ) whether the operation is possible to the nail art service providing system to be stored. In this case, the machine learning result of the second server 200 may be utilized in the process of generating the GUI provided to the store terminal 430 , and matters overlapping with the above-described matters will be omitted.

In an embodiment, the creator himself/herself may perform the operation, and in this case, the creator may assume both the role of the creator and the role of the operator of the store.

Referring to the drawings, in an embodiment, a list of recipe results may be provided from the first server 100 to the consumer terminal 410 while the consumer terminal 410 is connected to the first server 100 (S110). ). In this case, the machine learning result of the second server 200 may be utilized in the process of generating the GUI provided to the consumer terminal 410 , and matters overlapping with those described above will be omitted.

Next, the consumer may select a predetermined recipe result from the list of recipe results. Assuming that the recipe of the result selected in this way is the first recipe, the first recipe information is requested from the consumer terminal 410 to the first server 100 (S120), and the first server 100 responds to the request. 1 The recipe information is provided to the consumer terminal 410 (S130). In this case, the first recipe information may include information on available stores for treatment, treatment cost, treatment time required, and the like. Next, when the consumer selects and inputs a predetermined store, a store matching request is transmitted from the consumer terminal 410 to the first server 100 (S140), and the store matching request includes store information, reservation information, payment information, etc. may be included. Next, the first server 100 performs a store matching process such as reservation confirmation and payment (S150) and transmits the matching result to the consumer terminal 410 and the store terminal 430, respectively (S161 and S162). Thereafter, the consumer visits the store at the reserved time to perform the procedure, and when all the procedures are completed, the result of the operation may be input. At this time, whether the execution is completed, the evaluation of the store, a review, etc. are input through the consumer terminal 410, and the execution result may be provided to the first server 100 (S171). In addition, through the store terminal 430, the execution result including whether the execution is completed, whether the payment is completed, the evaluation of the consumer, the time taken for the procedure, the evaluation or opinion on the recipe, etc. will be provided to the first server 100 It can be (S172). Next, the first server 100 may determine whether the execution is complete, and upon completion of the execution, allocate a predetermined usage fee to the creator of the corresponding recipe, and the execution received from the consumer terminal 410 , the store terminal 430 , and the like. The results may be organized and stored in the database unit 300 (S180).

1 and 6 , the method of providing a nail art service according to an embodiment of the present invention includes the steps of selecting and inputting a nail art image to be analyzed (S110), and analyzing the inputted nail art image to be analyzed. (S120), extracting a related nail art recipe (S130), and calculating an appropriate price of the nail art image to be analyzed (S140) may include. In another embodiment, in the method of providing a nail art service, the step of reverse auctioning the nail art image to be analyzed ( S150 ) may be further performed.

In an embodiment, in step S110 , a predetermined nail art image may be selected and input as an analysis target in the user terminal 400 . Here, the user terminal 400 may be any one of the consumer terminal 410 , the creator terminal 420 , and the store terminal 430 . That is, any user, such as a consumer, creator, or store associate, can utilize the nail art service providing method according to an embodiment of the present invention if he or she is curious about the appropriate price of a given nail art. Here, if the consumer likes the nail art seen in real life, magazine, webpage, etc., he or she can select and input the nail art image to be analyzed to find an appropriate price or visit a store where the treatment is possible and receive the nail art treatment. .

In addition, from the point of view of the creator, the creator can get a certain inspiration or idea to create his own nail art through the prescribed nail art that he encounters on the real thing, magazine, web page, etc. By doing so, you can inspire creativity or get help in setting a creative direction.

Also, from the store's point of view, it is possible to examine whether the treatment can be performed at the store by looking at the prescribed nail art encountered in real life, magazines, and web pages. It can be used as a reference for deciding whether to In addition, since nail art recipes that are highly related to the analysis target nail art image can be provided as an analysis result, it can be used as a way to learn the treatment method of the analysis target nail art image by referring to the analysis result nail art recipes.

In an embodiment, in step S120, a process of analyzing the input analysis target nail art image may be performed, and color information and design information of nail art included in the analysis target nail art image are derived by the analysis in this step. can be In an embodiment, step S120 may be performed by the image analysis module 150 .

In an embodiment, the process of analyzing the nail art image to be analyzed may be performed in the manner illustrated in FIG. 7 . First, the nail area can be recognized (S122) by converting the saturation of the original image including the nail art image to be analyzed (S121) so that the outline of the boundary between the nail and the hand becomes clear. Here, it is preferable to convert the saturation to 0.

Next, an image of the nail area can be extracted by applying the recognized nail area to the original image. In this process, as illustrated in FIG. 8, the nail area (indicated by a red closed curve) is recognized as in the photo (c) in a state in which the color state original image (a) is converted to a black-and-white image (b) by reducing the saturation. By applying the nail area to the original image, the same result as in the photo (d) can be obtained.

Then, by analyzing the recognized nail area, color information such as color code, area ratio, boundary line shape, boundary line complexity, number of color areas, and material of color area can be derived for each color area. Color information derived from the analysis process is exemplified in FIGS. 9 and 10 .

Meanwhile, as a result of analyzing the nail area, design information such as full color, French, gradation, syrup, matte, glitter, art, stone, parts, character, 3D, emboss, etc. can be derived.

In an embodiment, in step S130 , nail art recipes having a high degree of relevance to the analysis target nail art image may be extracted from the database unit 300 by utilizing the analysis result performed in step S120 . In an embodiment, step S130 may also be performed in the image analysis module 150 .

In one embodiment, step S130 may be performed in such a way that the image analysis module 150 searches the recipe DB 330 using the analysis result to extract recipes with high relevance. Here, the degree of relevance may be calculated according to the similarity between the color information and the design information. For example, when the design information is full color, the degree of relevance may be determined to be high even if the color codes are different. In addition, if the number of color regions is similar and the shape or area ratio of the boundary line is similar, the degree of relevance may be determined to be high.

In an embodiment, in step S140, an appropriate price of the nail art image to be analyzed may be calculated using the recipes extracted in step S130.

In an embodiment, a fair price may be calculated in consideration of the degree of relevance and price of the extracted recipes. In the fair price calculation process, the price of a recipe with a relatively high degree of relevance is reflected as a high proportion, and the price of a recipe with a relatively low degree of relevance is reflected as a high proportion. The price of the recipe can be reflected in a low proportion. In an embodiment, the recommendation information generating module 230 may proceed in the process of calculating an appropriate price.

In an embodiment, the extracted recipes may be listed in order of relevance, and recipe information may be displayed together with recipes listed in this way. For example, a recipe result image, price, operation time required, a list and location of stores available for operation, etc. may be displayed.

In one embodiment, in step S150, the reverse auction may be performed in such a way that practitioners capable of performing the analysis target nail art bid while proposing a price. To this end, information on the nail art to be analyzed may be provided to predetermined practitioners or creators and a notification may be provided so that they can participate in a reverse auction. At this time, it is preferable that the operator or creator participating in the reverse auction be recruited as a group with a high possibility of implementing the same nail art as the nail art image to be analyzed as a treatment. For this, in an embodiment of the present invention, the reverse auction module 160 It is possible to extract stores and creators having a high degree of suitability from the database unit 300 . At this time, in the case of a store that can process nail art recipes with high relevance, it can be seen that the possibility of nail art treatment being analyzed is high. On the other hand, when the similarity of the treatment method is high, even if the similarity of the image itself is low, the possibility of the treatment may be evaluated relatively high. In an embodiment, when the appropriate price for the nail art to be analyzed is calculated, the consumer may apply for a reverse auction to the nail art service providing system through the consumer terminal 410 . Accordingly, the nail art service providing system may preferentially notify the reverse auction information to stores that can be operated on, and the stores that have received the reverse auction information may bid their respective prices. Meanwhile, the color information or design information of the recipe result may also be stored in the DB. Here, in the case of the recipe result, information on color or design may be manually input by the creator, transmitted to the server, and stored in the database unit 300 . In another embodiment, the server may analyze the recipe result image and recommend the analysis result to the creator, or store the analysis result and the creator's input together. In an embodiment, the image analysis module 150 may analyze the nail art recipe already stored in the recipe DB 330 of the database unit 300 to additionally generate and store information not input by the creator. In addition, it is possible to classify the analysis target nail art image according to a predetermined criterion, and adjust the priority of feature points to be extracted from the image according to each classification. Accordingly, it is possible to efficiently derive a nail art recipe highly related to the nail art image to be analyzed.

100: first server
110: consumer GUI module
120: GUI module for creators
130: GUI module for stores
140: usage fee allocation module
150: image analysis module
160: reverse auction module
200: second server
210: data analysis module
220: machine learning module
230: recommendation information generation module
300: database unit
310: consumer DB
320: Creator DB
330: Recipe DB
340: Store DB
400: user terminal
410: consumer terminal
420: creator terminal
430: store terminal

Claims (6)

selecting a nail art image as an analysis target in the user terminal;
A step of analyzing the nail art image to be analyzed by the application or server of the user terminal;
A step B of extracting nail art recipes that are highly related to the nail art image to be analyzed from among the nail art recipes registered in the server;
a C step of analyzing the nail art recipes extracted in the B step to calculate an appropriate price of the nail art image to be analyzed; and
Displaying the appropriate price calculated in step C on the user terminal; nail art service providing method comprising a. The method according to claim 1,
In step A,
A1 step of converting the saturation of the original image including the analysis target nail art image to 0;
Step A2 of recognizing the nail area in the image in which the saturation is converted to 0;
Step A3 of extracting an image of the nail region by applying the recognized nail region to the original image; and
Step A4 of analyzing the extracted nail area image;
A method of providing a nail art service comprising a. The method according to claim 1,
In step A,
Step A5 of recognizing color areas included in the nail art image; and
Step A6 of extracting color information for each recognized color area;
, wherein the color information includes at least one of a material, a color code, an area ratio, a shape of a boundary line between one color area and an adjacent color area, and a complexity of the boundary line. The method according to claim 1,
The method of providing a nail art service, characterized in that a result of analyzing the images of recipe results included in the nail art recipes registered in the server is matched with the nail art recipes and stored in the server. The method according to claim 1,
The step of listing the nail art recipes extracted in step B in the order of relevance; further comprising,
A method of providing a nail art service, characterized in that the recipe result image, price, operation time required, list of stores available for operation, and location of each of the listed recipes are displayed. In the nail art service providing system for performing the nail art service providing method according to any one of claims 1 to 5,
a user terminal including a consumer terminal for viewing and selecting a recipe list, a creator terminal for registering, modifying, and managing recipes, and a store terminal for viewing recipes;
A server comprising a GUI module for consumers, a GUI module for creators, a GUI module for stores, an image analysis module for analyzing the analysis target nail art image, and a recommendation information generating module for calculating an appropriate price of the analysis target nail art ; and
Including a database unit;
When the nail art image to be analyzed is selected and input by the user terminal, the server calculates an appropriate price and transmits it to the user terminal.

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