KR102167615B1 - Automatic Logo Creating System on basis of Artificial Intelligence and Method for Logo Creating Service using the same - Google Patents

Abstract

The present invention relates to an artificial intelligence-based automatic logo generation system and a logo generation service method using the same. The artificial intelligence-based automatic logo generation service method according to an embodiment of the present invention includes a web server connected to a user terminal and a network, and the As a logo creation service method performed in an artificial intelligence server that provides a customized basic image for logo creation to a web server-The artificial intelligence server and the web server are connected to a database in which a plurality of images and templates are stored, and images or templates from the database Configured to extract -, the web server collecting brand information generated based on user information input from the user terminal-the user information comprises at least one of a user company name or a product name- ; Transmitting, by the web server, the brand information to an artificial intelligence server; Analyzing, by the artificial intelligence server, the brand information based on a brand information analysis method set in advance based on the artificial intelligence, and generating a customized basic image based on the analyzed information; Transmitting, by the artificial intelligence server, the customized basic image to a web server; And providing, by the web server, logo template information formed based on the customized basic image to the user terminal.

Description

Automatic Logo Creating System on basis of Artificial Intelligence and Method for Logo Creating Service using the same}

The present invention relates to an artificial intelligence-based automatic logo generation system and a logo generation service method using the same, and more particularly, an artificial intelligence that allows the user to create and provide a desired logo by inputting or selecting predetermined information. It relates to an intelligent-based automatic logo creation system and a logo creation service method using the same.

Recently, people's interest in starting a business has increased, and the number of people who start business based on specific ideas is increasing.

In order to manufacture, sell, or provide services for products (products) after starting a business, a logo symbolizing a company or organization or a logo (trademark) symbolizing a product is essential. As it had to be manufactured, there was a great burden on the founder in terms of cost.

In addition, it may take a considerable amount of time as the logo designer does not properly understand the logo creation intention or taste that the user requesting the production thinks, and in the end, the user is forced to use the logo implemented in a form that the user does not want due to time. There was also a problem.

In order to improve this, as a technology to help users easily create a logo on their own, a technology for a logo creation service using the Internet has been developed.

As an example of the prior art, there is a "template selection type logo production device" of Korean Patent Registration No. 10-1588808, and the technology does not produce a business card using a finished template, but a layout, a model (style), By combining the background design and assembling the template that the user wants, the user can quickly and inexpensively create business cards (and logos).

However, the prior art has a disadvantage in that the logo creation process is complicated and takes a lot of effort and time because a user has to directly select and edit a lot of elements before creating a logo, and data such as images used to create a logo are not There is a problem that it must be pre-made in the database in advance.

In particular, when there is no logo image desired by the user in the database, there is a problem in that it may take more time and cost compared to producing a logo offline, since the user must continuously search and find the image or produce it by himself.

Korean Patent Registration No. 10-1588808 (registered on January 20, 2016) Republic of Korea Patent Publication No. 10-2009-0037264 (published on April 15, 2009)

An object of the present invention is to allow the user to automatically and easily produce a logo by automatically generating various types of logo templates based on user input information and allowing the user to select a desired logo template.

In particular, an object of the present invention is to enable rapid logo production by allowing a logo template with a high user selectability to be quickly generated by analyzing user input information.

An artificial intelligence-based automatic logo generation service method according to an embodiment of the present invention is a logo generation service method performed in a web server connected to a user terminal and a network, and an artificial intelligence server that provides a customized basic image for logo creation to the web server. As-The artificial intelligence server and the web server are connected to a database in which a plurality of images and templates are stored, and are configured to extract images or templates from the database, and the web server is based on user information input from the user terminal. Collecting the generated brand information-wherein the user information includes at least one of a user company name or a product name; Transmitting, by the web server, the brand information to an artificial intelligence server; Analyzing, by the artificial intelligence server, the brand information based on a brand information analysis method set in advance based on the artificial intelligence, and generating a customized basic image based on the analyzed information; Transmitting, by the artificial intelligence server, the customized basic image to a web server; And providing, by the web server, logo template information formed based on the customized basic image to the user terminal.

In addition, preferably, the brand information includes at least one of characters or symbols, and the preset brand information analysis method generates one or more basic brand information by decomposing or recombining the brand information into preset units. Step to do; And recognizing the meaning of the basic brand information.

In addition, preferably, the preset unit is a phoneme or a letter, and the meaning recognition is a form recognition or dictionary meaning recognition of a corresponding phoneme or letter.

Also preferably, the step of generating the customized basic image by the artificial intelligence server may include: extracting an image corresponding to the recognized one or more brand basic information from the images stored in the database; And generating a customized basic image through at least one of combining or modifying the extracted image.

In addition, preferably, the web server collecting at least one category information selected by an input of a user terminal, and transmitting the collected category information to the artificial intelligence server; further comprising, the artificial intelligence server The generating of the customized basic image may include: limiting an image range extracted as an image corresponding to the category information among images stored in the database, and extracting an image corresponding to the analyzed information from the limited image range; And generating a customized basic image through at least one of combining or modifying the extracted image.

In addition, preferably, the web server further comprises: providing two or more logo template information to a user terminal, and collecting, by the web server, logo template information selected and input from the user terminal, wherein the artificial intelligence server The logo template information selected and input from the user terminal and logo template information not selected from the user terminal among the logo template information provided by the web server to the user terminal are classified into preferred templates and non-preferred templates, respectively, and stored in the database. It features.

On the other hand, the automatic logo generation system based on artificial intelligence according to an embodiment of the present invention collects brand information generated based on user information input from the user terminal through a network connection with the user terminal, and based on a customized basic image. A web server configured to provide the formed logo template information to the user terminal; It is connected to the web server and the database to receive the brand information collected from the web server, analyzes the brand information according to a preset brand information analysis method based on artificial intelligence, and extracts from the database based on the analyzed information An artificial intelligence server that generates a customized basic image using the generated image; And a database configured to store a plurality of images and templates and to be connected to the web server and the artificial intelligence server to provide an image or template.

The artificial intelligence-based automatic logo generation system and the logo generation service method using the same according to the present invention automatically generate a logo based on artificial intelligence, and allow the user to select the desired logo, so that the user does not directly draw or combine images. Even if not, it has the advantage of being able to create a logo quickly and efficiently.

In particular, the present invention has the advantage of being able to automatically generate a logo with high user selectability in various ways.

In addition, the present invention has the advantage that logo production that satisfies the user's requirements can be made more quickly even when additional logo is produced by allowing the user's logo production experience to be continuously reflected.

1 and 2 are configuration diagrams of an automatic logo generation system based on artificial intelligence according to each embodiment of the present invention.
3 to 7 are flowcharts illustrating an artificial intelligence-based automatic logo generation service method according to an embodiment of the present invention.
8 is an exemplary diagram of a customized basic image produced by an automatic logo generation service method based on artificial intelligence according to an embodiment of the present invention.
9 is an exemplary diagram of a customized basic image and logo template produced by an automatic logo generation service method based on artificial intelligence according to an embodiment of the present invention.
10 and 11 are flowcharts illustrating an artificial intelligence-based automatic logo generation service method according to another embodiment of the present invention.

Hereinafter, embodiments of the present invention will be described in detail with reference to the accompanying drawings. However, in the case of obscuring or obscuring the technical idea of the present invention due to a detailed description of a known configuration in the description of the present invention, the description of the known configuration will be omitted.

1 is a configuration diagram of an artificial intelligence-based automatic logo generation system according to an embodiment of the present invention, and FIG. 2 is a configuration diagram of an artificial intelligence-based automatic logo generation system according to another embodiment of the present invention.

An artificial intelligence-based automatic logo generation system according to an embodiment of the present invention includes a web server 100, an artificial intelligence server 200, and a database 300, as shown in FIG. 1.

A user who wants to create a logo can access the web server 100 using his or her user terminal (for example, a mobile device such as a PC, tablet, or smartphone), and create a logo through the web server 100. Receive logo template information for

The web server 100 is connected to the user terminal 10 through a network and collects brand information generated based on user information input from the user terminal 10.

The user information may be a user company name, a slogan, or a product name that the user intends to use, and may additionally be for a category representing an industry field or field of interest to which the user's company belongs.

For example, the web server 100 provides the user with categories classified according to preset criteria for the creation of a logo, and allows the user to select a specific category, thereby increasing the efficiency of the logo creation desired by the user. have.

The web server 100 is configured to provide logo template information formed based on a customized basic image to the user terminal 10.

As an example, the web server 100 transmits brand information to the user GUI module and artificial intelligence server 200 to allow the user terminal 10 to access and create a logo, and performs a function of receiving a customized basic image. It includes an operation module that performs overall management of the server and a data management module that extracts or stores image or logo template information from the database 300.

The artificial intelligence server 200 according to an embodiment of the present invention is electrically connected to the web server 100 and the database 300.

The artificial intelligence server 200 receives the brand information collected from the web server 100 and analyzes the brand information according to a pre-set brand information analysis method based on artificial intelligence.

The artificial intelligence server 200 is configured to generate a customized basic image using the image extracted from the database 300 based on the analyzed information.

The artificial intelligence server 200 is a server configured to implement learning-type artificial intelligence such as a deep learning method for creating a logo, and is implemented using an open source artificial intelligence platform as an example. Can be.

The artificial intelligence server 200 is an operation module for exchanging information with the web server 100 and overall management of the server, generating a customized basic image by analyzing brand information and learning user input information and propensity. It includes an analysis module to enable and a data management module to extract or store image or logo template information from the database 300.

The database 300 according to an embodiment of the present invention is configured to store a plurality of images and templates, and are connected to the web server 100 and the artificial intelligence server 200 to provide an image or template.

In addition, the database 300 may store information on a user terminal 10 connecting to the web server 100 on a network, user information, and access address information.

The database 300 may be implemented as an independent device or may be implemented by being attached to the web server 100 or the artificial intelligence server 200.

As shown in FIG. 2, the artificial intelligence-based automatic logo generation system according to another embodiment of the present invention may further include an additional database 300' connected to a network. For example, the image extracted from the additional database 300 ′ may be an image obtained by a method such as an image search through the Internet.

In this case, even if the database 300 electrically connected to the artificial intelligence server 200 does not sufficiently store the image desired by the user, the image can be further extracted from the additional database 300 ′, so that the user's requirements It is possible to create a customized basic image that can be more satisfactory, so that users can create a logo more efficiently. A detailed description of the customized basic image and logo production using the same will be described later.

When a user enters a company name, etc. through the user terminal 10, the artificial intelligence implemented in the artificial intelligence server 200 analyzes brand information based on the user information, and uses the image extracted from the database 300 to be customized for the user. A basic image is created, and the web server 100 generates logo template information using a customized basic image and provides it to the user through the user terminal 10, and the user selects the logo template information he wants. Production will take place.

Hereinafter, an artificial intelligence-based automatic logo generation service method will be described in detail with reference to the drawings.

3 to 7 are flowcharts illustrating an artificial intelligence-based automatic logo generation service method according to an embodiment of the present invention.

An artificial intelligence-based automatic logo generation service method according to an embodiment of the present invention provides a web server 100 connected to a network with a user terminal 10 and a customized basic image for logo creation to the web server 100. It is made in the artificial intelligence server 200.

1 and 3, a user accesses the web server 100 through a user terminal 10 and inputs a company name or product name desired by the user.

The web server 100 collects brand information generated based on user information input from the user terminal 10 (S110).

The user information includes at least one of the user's company name or product name, and may further include a company's slogan or other company information or product information.

For example, the brand information includes at least one of a letter or a symbol. The brand information may be understood as information necessary for creating a logo among information included in user information. For example, the brand information may be simply composed of a company name or may be composed of a company name and a slogan.

The web server 100 transmits the collected brand information to the artificial intelligence server 200 (S120).

The artificial intelligence server 200 analyzes the brand information based on a pre-set brand information analysis method based on artificial intelligence, extracts an image from the database 300 based on the analyzed information, and uses the extracted image. Thus, a customized basic image is generated (S130).

The customized basic image is an image that becomes the basis for creating a logo, and refers to an image that can reflect the user's brand information, preferences, and requirements as much as possible. For example, the customized basic image may be understood as an image displayed together with text (characters) such as a company name or slogan in a logo, and a plurality of the customized basic images may be provided in various forms to enable a user's selection.

8 is an exemplary view of a customized basic image produced by an artificial intelligence-based automatic logo generation service method according to an embodiment of the present invention, and FIG. 9 is an artificial intelligence-based automatic logo generation service according to an embodiment of the present invention. It is an exemplary diagram of a customized basic image and logo template produced by the method, and FIGS. 10 and 11 are flowcharts of an artificial intelligence-based automatic logo generation service method according to another embodiment of the present invention.

The pre-set brand information analysis method, as shown in FIG. 5, is a step of generating one or more basic brand information by decomposing or recombining the brand information into a preset unit (S132) and meaning of the brand basic information And recognizing (S134).

As an example, the preset unit is a phoneme or letter, and the meaning recognition may be understood as recognition of a shape of a corresponding phoneme or letter or recognition of a dictionary meaning.

For example, if the brand information generated according to the input of the company name is'Artificial Intelligence', the'Artificial Intelligence' is decomposed into a phoneme which is a preset unit, and the first phoneme of each letter is'ㅇ','a', Brand basic information can be generated by decomposing it into'ㅈ' and'ㄴ', and by recognizing the meaning of such brand basic information (eg, the form of phoneme), the basic information of the corresponding brand,'ㅇ','ㄱ', and'ㅈ' It is configured to recognize each form of','ㄴ'.

As an example, the step of generating the customized basic image (S130) by the artificial intelligence server 200 is, as shown in FIGS. 4 to 6, the recognized one or more brands among images stored in the database 300 A step of extracting an image corresponding to the basic information (S136) and a step of generating a customized basic image (S138) through at least one of combining or modifying the extracted image.

For example, if the company name is'Artificial Intelligence', and each of'ㅇ','ㄱ','ㅈ', and'ㄴ' obtained by decomposing it into a phoneme which is a preset unit is generated as brand basic information, ( As shown in a), a customized basic image is created by mutually combining and/or modifying images each designed'ㅇ','ㄱ','ㅈ', and'b' as images corresponding to the brand basic information. can do.

If the company name is'artificial intelligence' and the preset unit is letters, the company name is decomposed into each letter unit of'in','ball','ji', and'power', and recombined to'artificial'. It is also possible to create a customized basic image in the form of a combination of an image corresponding to the identified meaning and an image corresponding to the identified meaning by grasping the dictionary meaning of'intelligence'.

In addition, as shown in (b) of FIG. 8, the company name is translated into English (e.g., Artificial Intellecture), and an image corresponding to each letter of'A' and'I' corresponding to the first letter of each word Any one or a combination thereof may be used to generate a customized base image.

The customized basic image is not made only in the form of designing characters (characters) as shown in Fig. 8 and the above example, and as shown in Fig. 9, it will be expressed as an image representing a form suitable for the dictionary meaning of'artificial intelligence'. May be.

In this way, the customized basic image generated by the artificial intelligence server 200 is transmitted by the artificial intelligence server 200 to the web server 100 in order to be displayed to the user in the form of a logo (S140), and the web server ( 100) provides logo template information formed on the basis of the customized basic image to the user terminal 10 (S150).

As described above, the artificial intelligence server 200 and the web server 100 are connected to the database 300 in which a plurality of images and templates are stored, and are configured to extract images or templates from the database 300. .

The logo template information refers to the form of a basic logo in which the entire image and text (eg, company name) corresponding to the logo are designed, and refers to the form of a logo displayed as an image, not a form applied to a specific product, business card, or sign.

For example, as shown in FIG. 9, a logo template in the form of a combination of a customized basic image (see FIG. 9 (a)) and a company name (artificial intelligence) (see FIG. 9 (b)) will be formed. The logo template formed by the web server 100 is provided to the user terminal 10.

At this time, the web server 100 is provided with a template that is automatically selected randomly from the database 300 or recommended (selected) through the artificial intelligence server 200 as shown in FIG. 3 and places a customized basic image in the template. The logo template is composed in the form of

As another example, as shown in FIG. 11, the artificial intelligence server 200 selects a template suitable for the user from among the templates stored in the database 300 to generate a logo template including the customized basic image, and the web When the logo template information is transmitted to the server 100 (S140"), the web server 100 may provide the logo template information generated by the artificial intelligence server 200 to the user terminal 10 (S150"). .

The customized basic image-based logo template is generated in the web server 100 using a logo template recommended (selected) by the artificial intelligence server 200, or the customized basic image-based logo template is generated by the artificial intelligence server 200 ) When generated by itself, the artificial intelligence server 200 identifies the user's tendency, that is, the user's company name in which location and in what size, and the preferred font or shape, and an appropriate customized logo template Because it can create a logo that more meets the needs of the user can be made.

The logo template information may be provided to the user terminal 10 in a form applied to a specific item, business card, or signboard, and the user checks the displayed information and uses the user terminal 10 to display a logo selected and produced by the user. It may be configured to provide a service for purchasing a business card, a sign, or the like from the web server 100.

As shown in FIG. 7, the web server 100 may provide two or more logo template information to the user terminal 10, and the user can select the logo template information he desires through the user terminal 10. To be. The web server 100 collects logo template information selected and input from the user terminal 10 (S160).

In this case, the artificial intelligence server 200 includes logo template information selected and input from the user terminal 10 among logo template information provided by the web server 100 to the user terminal 10 and the user terminal 10 ), the logo template information not selected from is classified into a preferred template and a non-preferred template, and stored in the database 300 (S170).

In addition, when the user selects specific logo template information from among various logo template information provided to the user, the selected specific logo template information becomes the user's preferred logo template information, and other logos that the user does not select. The template information may be understood as logo template information that the user does not prefer.

However, since the user's preference or the propensity at the time of logo creation may change depending on the situation, whether the web server 100 and the artificial intelligence server 200 display only the logo template information of the user's preferred form through separate settings. In addition, it is desirable to allow the user to select whether to display other types of logo template information.

By categorizing and storing these preferred or non-preferred templates, the user learns the user's tendency to design the logo they prefer, thereby reducing time and cost when the user tries to create a logo of a similar type or creates a logo for a related product in the future. Make efficient logo creation possible

In addition, it is possible to quickly generate a logo suitable for each user even when the logo is produced by others by reflecting the preferences of various users in related industries.

As another embodiment of the present invention, the web server 100 may provide information on two or more categories selectable by the user to the user terminal 10.

As shown in FIG. 10, the category information collects at least one category information selected by the web server 100 by input of the user terminal 10 (S110'), and the web server 100 collects The category information is transmitted to the artificial intelligence server 200 (S120').

When generating a customized basic image (S130'), the artificial intelligence server 200 limits an image range extracted as an image corresponding to the category information among images stored in the database 300 (S135'), and the limited An image corresponding to the analyzed information (brand basic information) is extracted from the image range (S136').

The artificial intelligence server 200 generates a customized basic image (S138') through at least one of combining or modifying the extracted image.

The generated customized basic image is transmitted to the web server 100 (S140') as described above, and a logo template formed based on the customized basic image is provided to the user terminal 10 (S150').

The artificial intelligence-based automatic logo generation service method according to the present embodiment enables the user to further understand the user's tendency when extracting an image from the database 300 to generate a logo, and by receiving one or more categories Allows the desired customized base image to be created.

For example, the category may be a category by industry and/or a category by style.

For example, in the category by industry, various items related to the industrial field such as fashion/beauty, art/design, furniture/interior, construction/real estate, hospital/medical/health, IT/information and communication can be provided. Various items related to the user's taste, such as simple, splendid, modern, traditional, natural, and digital, can be provided.

For example, when a user is engaged in hospital business and prefers a colorful style and selects each category, the artificial intelligence server 200 is an image extracted from the database 300 as an image corresponding to the hospital business and the colorful style. And, from the limited images, a customized basic image is generated by extracting an image corresponding to the brand basic information.

In this case, as described above, when an image cannot be extracted from the database 300 due to image limitation, the image may be extracted from other databases 300' connected through a network.

Meanwhile, when a user selects specific logo template information, the web server 100 may provide a means for making a request to modify the selected logo template.

The user's request for modification may be a textual modification request (eg, "Please correct the color of the image brighter"), or display detailed condition information for logo modification (eg, "Color", "Size", " Gradient", "reflectivity", etc.) and the user selects a desired detailed condition from the displayed detailed condition information (eg, "color-purple").

The correction request information input through the user terminal 10 or detailed condition information selected through the user terminal 10 is collected by the web server 100 and transmitted to the artificial intelligence server 200, and the artificial intelligence server 200 ) Recognizes the user's modification request information or the detailed condition information selected by the user through this.

The artificial intelligence server 200 can automatically correct and transform a customized image according to the correction request information or detailed condition information, and the customized image information automatically changed by the artificial intelligence server 200 is the web server 100 When transferred to, the web server 100 generates logo template information based on the customized image information and provides it to the user terminal 10.

The modification of the selected logo template can be directly edited by the user, and the web server 100 can adjust the color and size of the customized basic image and text of the selected logo template using the user terminal 10. You can also provide a logo editing tool to enable it.

The artificial intelligence server 200 automatically learns (analyzes) the user's disposition based on the modified details of the logo template, and this information is stored in the database 300 to identify the user’s disposition. It is used as data.

The automatic logo generation service method based on artificial intelligence according to an embodiment of the present invention is implemented in the form of program instructions that can be executed on various computers and recorded in a computer-readable recording medium.

The recording medium may include program commands, data files, data structures, etc. alone or in combination, and for example, magnetic recording media such as hard disks or floppy disks, optical recording media such as CDs or DVDs, and floppy disks It may be a magneto-optical medium such as, ROM, RAM, flash memory, or the like.

The program command recorded on the recording medium may be specially designed or configured for the present invention, and may be known and usable. For example, the program instruction may include machine language code or high-level language code.

In the above, the present invention has been described in detail with reference to specific embodiments, but since the above embodiments are only examples for making the present invention easier to understand, substitutions, additions and modifications within the scope not departing from the technical spirit of the present invention Embodiments will also be said to belong to the protection scope of the present invention defined by the following claims.

10: user terminal 100: web server
200: artificial intelligence server 300: database

Claims (7)

A logo creation service method performed in a web server connected to a user terminal and an artificial intelligence server that provides a customized basic image for logo creation to the web server, wherein the artificial intelligence server and the web server include a database storing a plurality of images and templates. Connected, and configured to extract images or templates from the database -,
Collecting, by the web server, brand information generated based on user information input from the user terminal, wherein the user information includes at least one of a user company name or a product name;
Transmitting, by the web server, the brand information to an artificial intelligence server;
Analyzing, by the artificial intelligence server, the brand information based on a brand information analysis method set in advance based on the artificial intelligence, and generating a customized basic image based on the analyzed information;
Transmitting, by the artificial intelligence server, the customized basic image to a web server; And
Providing, by the web server, logo template information formed based on the customized basic image to the user terminal; Including,
The brand information includes at least one of characters or symbols,
The preset brand information analysis method,
Generating one or more basic brand information by decomposing or recombining the brand information into preset units; And
Recognizing the meaning of the basic brand information; includes,
The preset unit includes a letter,
The meaning recognition includes a dictionary meaning recognition of a corresponding character.
delete The method of claim 1,
The preset unit further includes a phoneme,
The meaning recognition further includes recognition of the shape of a corresponding phoneme or letter.
The method of claim 1,
The step of generating the customized basic image by the artificial intelligence server,
Extracting an image corresponding to the recognized one or more brand basic information from the images stored in the database; And
Generating a customized basic image through at least one process of combining or modifying the extracted image; artificial intelligence-based automatic logo generation service method comprising a.
The method of claim 1,
The web server collecting at least one category information selected by an input of a user terminal and transmitting the collected category information to the artificial intelligence server; further comprising,
The step of generating the customized basic image by the artificial intelligence server,
Limiting an image range extracted as an image corresponding to the category information from among images stored in the database, and extracting an image corresponding to the analyzed information from the limited image range; And
Generating a customized basic image through at least one process of combining or modifying the extracted image; artificial intelligence-based automatic logo generation service method comprising a.
The method of claim 1,
The web server provides two or more logo template information to a user terminal,
The web server further comprises: collecting logo template information selected and input from the user terminal,
The artificial intelligence server classifies logo template information selected from the user terminal and logo template information not selected from the user terminal among logo template information provided by the web server to the user terminal into a preferred template and a non-preferred template, respectively. Automatic logo generation service method based on artificial intelligence, characterized in that stored in the database.
A web server connected to the user terminal through a network, collecting brand information generated based on user information input from the user terminal, and providing logo template information formed on the basis of a customized basic image to the user terminal;
It is connected to the web server and the database to receive the brand information collected from the web server, analyzes the brand information according to a preset brand information analysis method based on artificial intelligence, and extracts from the database based on the analyzed information An artificial intelligence server that generates a customized basic image using the generated image; And
As an artificial intelligence-based automatic logo generation system comprising a database configured to store a plurality of images and templates and to provide an image or template by being connected to the web server and the artificial intelligence server,
The brand information includes at least one of characters or symbols,
The artificial intelligence server,
The brand information is decomposed into preset units or recombined after decomposition to generate one or more basic brand information,
Analyzing the brand information by recognizing the meaning of the basic brand information,
The preset unit includes a letter,
The meaning recognition is an artificial intelligence-based automatic logo generation system, characterized in that it includes the dictionary meaning recognition of the corresponding character.

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