KR102497411B1 - Method for providing nail art service and System for providing nail art service - Google Patents

Abstract

A method of providing a nail art service is disclosed. A method of providing a nail art service includes selecting a nail art image as an analysis target in a user terminal; Step A of analyzing the nail art image to be analyzed by the application or server of the user terminal; 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; step C of analyzing the nail art recipes extracted in step B to calculate an appropriate price for the nail art image to be analyzed; and displaying the appropriate price calculated in step C on the user terminal.

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 capable of efficiently deriving and providing nail art information desired by a user.

Recently, interest in various fashion items that can express individual personality is increasing, and the related market is rapidly expanding. In addition, smart devices have become widespread, and an environment has been built 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 in order to produce a unique appearance. However, since the method of manufacturing these fashion items is not being shared smoothly, a small number of creators There was no alternative other than to visit and receive the procedure. Accordingly, unique creative content was not widely disseminated, and as a result, there was a limit to the creator's profit, and it was difficult for consumers to receive the desired treatment if they were far from the creator.

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

According to an aspect of the present invention, a nail art service capable of improving a matching rate between consumers and practitioners may be provided by efficiently providing predetermined nail art information.

A method for providing a nail art service according to an exemplary embodiment of the present invention includes selecting a nail art image as an analysis target in a user terminal; Step A of analyzing the nail art image to be analyzed by the application or server of the user terminal; 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; step C of analyzing the nail art recipes extracted in step B to calculate an appropriate price for the nail art image to be analyzed; and displaying the appropriate price calculated in step C on the user terminal.

At this time, the step A may include an 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 whose saturation is converted to 0; Step A3 of extracting an image of the nail area by applying the recognized nail area to the original image; and A4 step of analyzing the extracted nail region image.

In addition, the step A may include step A5 of recognizing color areas included in the nail art image; and A6 step of extracting color information for each recognized color region, wherein the color information includes at least one of a material, a color code, an area ratio, a shape of a boundary between one color region and an adjacent color region, and complexity of the boundary. can 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 order of relevance; further comprising displaying the recipe result image, price, treatment time, list of shops available for treatment, and location of each of the listed recipes. it is desirable

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

According to one embodiment of the present invention, information on nail art, such as appropriate price information for nail art and information on stores with a high possibility of treatment, can be efficiently provided, so that consumers who want to receive a certain nail art treatment and the corresponding nail There is a useful effect that the matching success rate of practitioners capable of performing art can be remarkably increased.

1 is a diagram schematically illustrating a 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 GUI for consumers according to an embodiment of the present invention;
4 is a diagram 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 of providing a nail art service according to an embodiment of the present invention;
7 is a diagram schematically illustrating a method of providing a nail art service according to an embodiment of the present invention;
8 is a diagram 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 methods of achieving them, will become clear 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 a variety of different forms. These embodiments may be provided to complete the disclosure of the present invention and to fully inform those skilled in the art of the scope of the invention to which the present invention belongs. Like reference numbers designate like elements throughout the specification.

Terms used herein are for describing embodiments and are not intended to limit the present invention. In this specification, singular forms also include plural forms unless specifically stated otherwise in a phrase. As used herein, 'comprise' and/or 'comprising' means that a stated component, step, operation, and/or element is the presence of one or more other components, steps, operations, and/or elements. or do not rule out additions.

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

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1 is a diagram schematically illustrating a nail art service providing system according to an embodiment of the present invention, and FIG. 2 illustrates a method for providing a nail art service 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, 5 is a diagram for explaining a GUI for consumers according to an embodiment of the present invention. 6 and 7 are diagrams schematically illustrating a method of providing nail art services according to an embodiment of the present invention, and FIG. 8 is a diagram for explaining a method of providing nail art services according to an embodiment of the present invention, 9 and 10 are diagrams schematically illustrating color information tables.

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

Referring to the drawings, a 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 one 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 can be used for a subject (eg, a nail salon manager, a beauty salon manager, etc.) performing procedures on recipe results to connect to a nail art service providing system and read and learn recipes. In addition, the store terminal 430 may be used to input whether the learned recipe can be operated on or not to the nail art service providing system. In one 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, printed matter on which nail art is displayed, or an image of nail art expressed on a 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 that has already been captured and stored in a media album of the user terminal 400 may be selected as the analysis target nail art image. In addition, not only images directly taken with a camera, but also screenshots of screens displayed on terminal display devices such as smart phones, images included in web pages displayed on mobile browsers, and the like can be selected as nail art images to be analyzed. For example, when a consumer or creator likes nail art expressed in a magazine or web page, the user terminal 410 or creator terminal 420 takes a picture of the part containing the nail art and inputs it to the nail art service providing system. If nail art you like is found while surfing the web using the consumer terminal 410 or the creator terminal 420, the corresponding screen is screen-captured to input the nail art image to be analyzed into the nail art providing system can do.

In one 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 one 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, the recipe-related data is the creator of each recipe, a representative image, other images, a store available for treatment, a description of the treatment process, a treatment video, materials required for the treatment, and specifications of the recipe result (type, style, color, pattern, consumer prices, recipe usage fees, ratings, reviews, etc.). In addition, the recipe-related data may include nail art color information and design information. The color information may mean materials, color codes, area ratios, shapes of borders between one color area and adjacent color areas, complexity of borders, and the like. design information may mean full color, French, gradation, syrup, matte, glitter, art, stone, parts, character, 3D, emboss, etc. In one embodiment, in the case of a recipe result, information on color or design may be manually input by a creator, transmitted to a server, and registered. 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 in the database unit 300 together.

In one embodiment, the store-related data may include the store name, address, operator, procedure details (processed recipe, consumer evaluation, review, etc.), and the like.

In one embodiment, the consumer-related data may include member information, selection history, procedure history, evaluation contents of the corresponding consumer by the store, and the like.

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

In one embodiment, the first server 100 includes a GUI module for consumers 110, a GUI module for creators 120, a GUI module for stores 130, a royalty allocation module 140, an image analysis module 150, and a reverse auction. It may include at least one of the modules 160.

In one embodiment, the consumer GUI module 110 may perform functions of generating image information and audio information output to the consumer terminal 410 and receiving and processing information input through the consumer terminal 410. there is. In one embodiment, the consumer GUI module 110 may provide recipe information such as a representative image, 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 where the selected recipe result can be treated can be displayed, and a screen for making a reservation or purchase can also be provided to the consumer terminal 410 as needed. 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's 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 one embodiment, the GUI module 120 for creators may provide information such as recipe information, a recipe creation environment, and a search tool to the creator terminal 420 . 4 and 5, a recipe registration/management screen G20 created through the GUI module 120 for creators can be displayed on the creator terminal 420, and a new registration function through the creator terminal 420. When is selected, a recipe creation environment G30 in which a recipe can be prepared may be displayed on the creator terminal 420 . In addition, the creator GUI module 120 may provide the creator terminal 420 with an interface through which a nail art image to be analyzed can be selected and input.

In one embodiment, the store GUI module 130 may perform a function of generating image information and audio information output to the store terminal 430 and receiving and processing information input through the store terminal 430. there is. In one embodiment, the store GUI module 130 includes a list of learnable recipes and detailed information (procedure process, material, required time, consumer price, usage fee, etc.), an input field for whether or not treatment is available, an input environment for treatment completion details, and purchase of materials. An environment, a search tool, and the like may be provided to the store terminal 430 . In addition, 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 one embodiment, the usage fee allocation module 140 may check whether or not the operation according to a predetermined recipe is completed, calculate the usage fee of the corresponding recipe, and allocate the usage fee 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 treatment. In this case, the usage fee allocation module 140 may check whether the consumer has read the recipe.

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

In one embodiment, the image analysis module 150 may perform a function of analyzing a nail art image to be analyzed. As described above, when the user terminal 400 selects and inputs a nail art image to be analyzed, the selected nail art image to be analyzed is transmitted to the server, and the image analysis module 150 analyzes the transmitted nail art image. can In another embodiment, a dedicated application running in the user terminal 400 may analyze the nail art image to be analyzed. However, in this case, significant computing power is required for analysis, so if the user terminal 400 is a low-performance mobile device, it may take a considerable amount of time to derive the analysis result, and a relatively large capacity of the dedicated application may be required. .

In one embodiment, the image analysis module 150 may convert the saturation of an original image including a nail art image to be analyzed. In one embodiment, when the saturation is reduced, the outline of the boundary between the fingernail and the hand is emphasized, and as a result, the fingernail region can be recognized more efficiently. Here, the recognition efficiency of the nail region can be improved as the saturation is reduced, and it is preferable that the saturation is converted to 0. In addition, the image analysis module 150 may apply the fingernail region recognized from the chroma-converted image to the original image to extract an image of the nail region (an image that is not chroma-converted). In addition, the image analysis module 150 may analyze the extracted image of the nail region, and as a result of the analysis, at least one of the aforementioned color information and design information may be derived.

In one embodiment, the reverse auction module 160 may extract, from the database unit 300, stores or creators capable of implementing the same nail art as the analysis target nail art image as a procedure. At this time, in the case of a store where a nail art recipe with a high degree of relevance can be operated, it can be seen that the possibility of performing the nail art to be analyzed is high. On the other hand, when the similarity of the procedure method is high, the possibility of the operation may be evaluated relatively high even if the similarity of the image itself is low.

In one 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, a data analysis module 210 and a machine learning module 220 may be included in the second server 200 .

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

In one embodiment, the machine learning module 220 of the second server 200 may analyze and learn recipe result data input through the creator terminal 420 . Using this machine-learned learning model, the recommendation information generation module 230 of the second server 200 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 video to obtain a recipe result or Recipe property information can be automatically completed or recommended. Here, the automatically completed or recommended recipe attribute information includes basic tag (nail, pedi), color information (material, color code, area ratio, shape of border between one color area and adjacent color area, complexity of the border, etc.), Design information (full color, French, gradation, syrup, matte, glitter, art, stone, parts, character, 3D, emboss, etc.) may be included. Such automatically completed or recommended information may be provided to the first server 100, particularly the GUI module 120 for creators.

In one embodiment, a video related to a recipe may include an image of at least a part of a process of performing a recipe. In this case, the recipe-related video may include the video itself or a part of the entire recipe execution process, or an image with an adjusted playback speed.

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

In one embodiment, the recommendation information generation module 230 of the second server 200 may derive the recipe difficulty using at least one of the color, pattern, and shape of the recipe result, and through this, an appropriate procedure cost may be calculated. can In one embodiment, the second server 200 compares and analyzes the procedure cost for each difficulty level of the different recipes stored in the database unit 300, calculates the procedure cost that matches the difficulty level of the recipe derived separately, and recommends it at an appropriate price. there is. The appropriate price recommended in this way may be provided to the first server 100, particularly 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 input by the operator as a direct creation and the recipe input by the operator as operable, and the analysis result is It can be used to create a list of learnable recipes and recommend them to practitioners. The learnable recipe list created in this way may be provided to the first server 100, particularly the GUI module 130 for a store.

A method for providing a nail art service according to an embodiment of the present invention includes displaying recipe results, displaying a store where the result of a selected recipe can be operated, determining whether a procedure is performed according to a recipe, A step of allocating a recipe usage fee attributed to the creator may be included.

In one 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 results of the second server 200 may be utilized, and duplicates with those described above are omitted.

In one embodiment, a practitioner belonging to a predetermined store may learn at least one recipe among a plurality of recipes, and provide information on whether or not the procedure can be performed to the nail art service providing system (S101) so that it can be stored. At this time, in the process of generating the GUI provided to the store terminal 430, the machine learning result of the second server 200 may be utilized, and items overlapping with those described above are omitted.

In one embodiment, the creator himself may directly perform the procedure, and in this case, the creator may play both the role of the creator and the operator of the store.

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

Next, the consumer may select a predetermined recipe result from the recipe result list. Assuming that the recipe of the selected result is the first recipe, 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 One recipe information is provided to the consumer terminal 410 (S130). In this case, the first recipe information may include information on stores available for treatment, treatment cost, treatment time, 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. can be included Next, the first server 100 proceeds with a store matching process such as reservation confirmation and payment (S150), and transmits matching results to the consumer terminal 410 and the store terminal 430, respectively (S161 and S162). Thereafter, at the reservation time, the consumer visits the corresponding store to perform the procedure, and when all procedures are completed, the result of the operation may be entered. At this time, whether or not the performance has been completed, evaluation of the store, review, etc. may be input through the consumer terminal 410, and the performance result may be provided to the first server 100 (S171). In addition, performance results including whether or not the performance has been completed, whether payment has been completed, consumer evaluation, time required for the procedure, and evaluation or opinion on the recipe will be provided to the first server 100 through the store terminal 430. It can (S172). Next, the first server 100 determines whether the execution is completed, and upon completion of the execution, may allocate a predetermined usage fee to the creator of the corresponding recipe, and performs 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).

Referring to FIGS. 1 and 6 , in the method of providing a nail art service according to an embodiment of the present invention, a nail art image to be analyzed is selected and input (S110), and the nail art image to be analyzed is analyzed. (S120), extracting a related nail art recipe (S130), and calculating an appropriate price of the nail art image to be analyzed (S140). In another embodiment, in the method of providing a nail art service, a step of reverse auctioning the nail art image to be analyzed (S150) may be further performed.

In one 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. In other words, if any user, such as a consumer, creator, or person in charge of a store, is curious about the proper price of a predetermined nail art, the method for providing a nail art service according to an embodiment of the present invention can be utilized. Here, from the consumer's point of view, if you like the nail art you have encountered in real life, magazines, web pages, etc., you can select and enter the nail art image to be analyzed to find an appropriate price or visit a store where you can treat and receive the nail art treatment. .

In addition, from the creator's point of view, through certain nail art encountered in real life, magazines, web pages, etc., a certain inspiration or idea can be obtained to create the creator's own nail art. In this process, the appropriate price of the nail art is recognized. By doing so, the desire to create can be encouraged or help can be obtained in setting the direction of creation.

In addition, from the point of view of the store, it is possible to examine whether the store can perform the procedure while looking at the predetermined nail art encountered in real life, magazines, web pages, etc. can be used as a reference for determining whether In addition, since nail art recipes that are highly related to the analysis target nail art image may be provided as analysis results, it may be used as a method of learning how to perform the analysis target nail art image by referring to the analysis result nail art recipes.

In one 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 the nail art included in the analysis target nail art image may be derived by the analysis in this step. It can be. In one embodiment, step S120 may be performed by the image analysis module 150 .

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

Next, an image of the nail region may be extracted by applying the recognized nail region to the original image. As illustrated in FIG. 8, this process reduces the saturation of the original color image (a) and converts it into a black and white image (b), recognizing the nail area (indicated by a red closed curve) like a photograph (c), By applying the nail area to the original image, the result shown in 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 the color area can be derived for each color area. Color information derived in the analysis process is illustrated 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, and embossing may be derived.

In one embodiment, in step S130, nail art recipes having a high degree of relevance to the nail art image to be analyzed may be extracted from the database unit 300 by utilizing the analysis result performed in step S120. In one embodiment, step S130 may also be performed by 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 and extracts recipes with a high degree of relevance. Here, the degree of relevance may be calculated according to the similarity of color information and 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 areas 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 one 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 one embodiment, the appropriate price may be calculated in consideration of the relevance and price of the extracted recipes. The price of the recipe can be reflected in a low proportion. In one embodiment, the recommendation information generation module 230 may proceed to a process of calculating an appropriate price.

In one embodiment, the extracted recipes may be listed in order of relevance, and recipe information may be displayed together with respect to the recipes listed in this way. For example, an image of a recipe result, price, treatment time, a list of stores available for treatment, and locations may be displayed.

In one embodiment, in step S150, a reverse auction may be performed in a manner in which practitioners capable of performing nail art to be analyzed bid while proposing a price. To this end, a notice may be provided so that predetermined practitioners or creators may be provided with information on the nail art to be analyzed and participate in a reverse auction. At this time, it is preferable that practitioners or creators participating in the reverse auction are recruited as a group with a high possibility of realizing the same nail art as the nail art image to be analyzed as a procedure. To this end, in one embodiment of the present invention, the reverse auction module 160 Stores and creators with high suitability can be extracted from the database unit 300 . At this time, in the case of a store where a nail art recipe with a high degree of relevance can be operated, it can be seen that the possibility of performing the nail art to be analyzed is high. On the other hand, when the similarity of the procedure method is high, the possibility of the operation may be evaluated relatively high even if the similarity of the image itself is low. In one embodiment, when an 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 system for providing a nail art service may preferentially inform shops where the procedure is possible, and the reverse auction may be conducted in such a way that the shops receiving the reverse auction information bid their respective prices. Meanwhile, color information or design information of the recipe result. may also be stored in the DB. Here, in the case of a recipe result, information on color or design may be manually input by a creator, transmitted to a 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 may store the analysis result and the creator's input together. In one embodiment, the image analysis module 150 analyzes nail art recipes 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, nail art images to be analyzed may be classified according to a predetermined criterion, and the priority of feature points to be extracted from the image may be adjusted according to each classification. Accordingly, it is possible to efficiently derive a nail art recipe highly related to the analysis target nail art image.

100: first server
110: GUI module for consumers
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 a user terminal;
Step A of analyzing the nail art image to be analyzed by the application or server of the user terminal;
Step B of extracting nail art recipes in the order of highest degree of relevance to the nail art image to be analyzed from among the nail art recipes registered in the server;
step C of analyzing the nail art recipes extracted in step B to calculate an appropriate price for the nail art image to be analyzed; and
Including; displaying the appropriate price calculated in step C on the user terminal,
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;
Including, but the color information is a material, color code, area ratio and one color area and
including at least one of a shape of a boundary line of an adjacent color area and a complexity of the boundary line;
In step C,
Calculate an appropriate price by deriving the recipe difficulty using at least one of the color, pattern, and shape of the recipe result,
The method of providing nail art service, characterized in that the degree of relevance is calculated according to the similarity of color information and design information of the nail art. The method of 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 whose saturation is converted to 0;
Step A3 of extracting an image of the nail area by applying the recognized nail area to the original image; and
Step A4 of analyzing the image of the extracted nail area;
A nail art service providing method comprising: The method of claim 1,
A reverse auction step of reverse auctioning the nail art image to be analyzed; is further included,
In the reverse auction step,
Creators of the nail art recipe extracted in step B and stores that can perform the procedure are extracted as candidate stores,
Notifying the candidate store of reverse auction information;
The method of providing a nail art service, characterized in that the method of bidding each of the candidate stores notified of the reverse auction information.
The method of claim 1,
The method of providing 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 of claim 1,
Further comprising the step of listing the nail art recipes extracted in step B in order of relevance,
A method of providing a nail art service, characterized in that displaying a recipe result image, price, treatment time, a list of stores available for treatment, and locations of each of the listed recipes. In the nail art service providing system 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 browsing recipes;
A server including a GUI module for consumers, a GUI module for creators, a GUI module for stores, an image analysis module for analyzing the nail art image to be analyzed, and a recommendation information generation module for calculating an appropriate price for the nail art to be analyzed. ; and
Including; database unit;
and when the nail art image to be analyzed is selected and input in the user terminal, the server calculates an appropriate price and transmits it to the user terminal.

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