CN115828849A - Automatic image-text typesetting method, system, device and storage medium - Google Patents
Automatic image-text typesetting method, system, device and storage medium Download PDFInfo
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Abstract
The invention discloses an automatic image-text typesetting method, a system, a device and a storage medium, wherein the method comprises the following steps: acquiring preset configuration parameters and detailed commodity information; obtaining typesetting preset contents according to the preset configuration parameters and the detailed commodity information, and screening the typesetting preset contents to obtain commodity image-text information; and performing automatic image-text typesetting according to the commodity image-text information. The invention screens commodity information according to user-defined configuration, automatically typesets images and texts according to printing logic, considers printing process rules and user configuration requirements, reduces the amount of manual labor, avoids the problem of typesetting errors caused by manual operation, unifies and standardizes commodity labels, and simultaneously can automatically output multi-style versions for users to select according to the beautiful diversity of typesetting results.
Description
Technical Field
The invention relates to the technical field of typesetting, in particular to an automatic image-text typesetting method, an automatic image-text typesetting system, an automatic image-text typesetting device and a storage medium.
Background
The image-text typesetting can be used for making poster advertisements, magazine covers, PPTs and website pages, the traditional image-text typesetting is manually finished by editors so as to meet the requirements of personalization and customization, but the work load of the editors is large in the typesetting mode, and the typesetting result is different in typesetting content due to personal difference of the editors.
The image-text typesetting is also widely applied to the field of commodity labels, but due to the problems of relevant regulation requirements of the commodity labels (for example, chinese explanatory labels must be pasted on imported commodities) and mixed commodity information, and the like, the current commodity labels are mainly processed manually by enterprises, so that errors of manual operation are easy to occur, and the commodity labels are not standard.
Disclosure of Invention
Aiming at the defects in the prior art, the invention provides an automatic image-text typesetting method, an automatic image-text typesetting system, an automatic image-text typesetting device and a storage medium.
In a first aspect, an automatic text-text typesetting method comprises the steps of:
acquiring preset configuration parameters and detailed commodity information;
obtaining typesetting preset contents according to the preset configuration parameters and the detailed commodity information, and screening the typesetting preset contents to obtain commodity image-text information;
and performing automatic image-text typesetting according to the commodity image-text information.
Further, the acquiring of the preset configuration parameters and the detailed commodity information specifically includes:
receiving user self-defining operation, and acquiring self-defining configuration according to the user self-defining operation;
obtaining preset configuration parameters according to the custom configuration, wherein the preset configuration parameters comprise regulation rules of commodity labels, printing process configuration specifications and basic aesthetic rules;
acquiring the existing commodity management condition of a user, and importing detailed commodity information according to the existing commodity management condition, wherein the detailed commodity information comprises necessary record information and optional information of a commodity label.
Further, the obtaining of the typesetting preset content according to the preset configuration parameters and the detailed commodity information, and screening the typesetting preset content to obtain the commodity image-text information specifically include:
obtaining a multi-dimensional rule according to the user-defined configuration, wherein the multi-dimensional rule comprises a configuration rule for a plurality of dimensional information of the commodity;
obtaining typesetting preset content according to the preset configuration parameters and the detailed commodity information;
and filtering and processing the typeset preset content according to the multi-dimensional rule to obtain commodity image-text information so as to optimize the label content according to the user requirement.
Further, the automatic image-text composition is performed according to the commodity image-text information, and specifically comprises the following steps:
acquiring data priority according to the custom configuration, and arranging the commodity image-text information one by one according to the data priority to obtain a default arrangement result;
judging whether the default arrangement result meets the printing logic requirement or not according to the preset configuration parameters;
if yes, automatically typesetting the pictures and the texts according to the default arrangement result, and generating a commodity label;
if not, the automatic image-text typesetting is forced according to the printing logic requirements, and the commodity label is generated.
Further, still include:
judging the attractiveness of the commodity label according to the preset configuration parameters to judge whether the commodity label has aesthetic diversity, wherein the aesthetic diversity comprises but is not limited to the layout diversity of the commodity label;
if not, outputting and displaying the commodity label;
and if so, outputting and displaying a plurality of label samples in different styles based on aesthetic diversity according to the commodity label for the user to select.
In a second aspect, an automatic text-to-text composition system includes:
a preset module: the system is used for acquiring preset configuration parameters and detailed commodity information;
a screening module: the system comprises a configuration module, a display module and a display module, wherein the configuration module is used for acquiring typesetting preset contents according to the preset configuration parameters and commodity detailed information, and screening the typesetting preset contents to obtain commodity image-text information;
a typesetting module: and the system is used for carrying out automatic image-text typesetting according to the commodity image-text information.
Further, the preset module is specifically configured to:
receiving user self-defining operation, and acquiring self-defining configuration according to the user self-defining operation;
obtaining preset configuration parameters according to the custom configuration, wherein the preset configuration parameters comprise regulation rules of commodity labels, printing process configuration specifications and basic aesthetic rules;
acquiring the existing commodity management condition of a user, and importing detailed commodity information according to the existing commodity management condition, wherein the detailed commodity information comprises necessary record information and optional information of a commodity label.
Further, the layout module is specifically configured to:
acquiring data priority according to the custom configuration, and arranging the commodity image-text information one by one according to the data priority to obtain a default arrangement result;
judging whether the default arrangement result meets the printing logic requirement or not according to the preset configuration parameters;
if the image and text layout is in accordance with the default arrangement result, automatically performing image and text layout according to the default arrangement result, and generating a commodity label;
if not, the automatic image-text typesetting is forced according to the printing logic requirements, and the commodity label is generated.
In a third aspect, an automatic image-text composition apparatus includes a processor, an input device, an output device, and a memory, where the processor, the input device, the output device, and the memory are connected to each other, where the memory is used to store a computer program, and the computer program includes program instructions, and the processor is configured to call the program instructions to execute the method of the first aspect.
In a fourth aspect, a computer-readable storage medium stores a computer program comprising program instructions which, when executed by a processor, cause the processor to perform the method of the first aspect described above.
The invention has the following beneficial effects: the method comprises the steps of screening commodity information according to user-defined configuration, carrying out automatic image-text typesetting according to printing logic, considering printing process rules and user configuration requirements, reducing the amount of manual labor, avoiding the problem of typesetting errors caused by manual operation, standardizing commodity labels in a unified manner, and simultaneously automatically outputting multi-style versions for users to select according to the attractive and diverse typesetting results.
Drawings
In order to more clearly illustrate the detailed description of the invention or the technical solutions in the prior art, the drawings that are needed in the detailed description of the invention or the prior art will be briefly described below. Throughout the drawings, like elements or portions are generally identified by like reference numerals. In the drawings, elements or portions are not necessarily drawn to scale.
Fig. 1 is a flowchart of an automatic image-text composition method according to an embodiment of the present invention;
fig. 2 is a block diagram of an automatic image-text composition system according to an embodiment of the present invention;
fig. 3 is a structural diagram of an automatic image-text composition device according to an embodiment of the present invention.
Detailed Description
Embodiments of the present invention will be described in detail below with reference to the accompanying drawings. The following examples are only for illustrating the technical solutions of the present invention more clearly, and therefore are only examples, and the protection scope of the present invention is not limited thereby.
It is to be noted that, unless otherwise specified, technical or scientific terms used herein shall have the ordinary meaning as understood by those skilled in the art to which the invention pertains.
As shown in fig. 1, an automatic image-text typesetting method includes the steps:
s1: acquiring preset configuration parameters and detailed commodity information;
specifically, before the automatic image-text typesetting, the user can set basic configuration parameters of the image-text typesetting in advance according to actual conditions. And receiving a user-defined operation of a user, and obtaining a user-defined configuration according to the user-defined operation, wherein the user-defined configuration comprises the basic requirements of the user on the content and the typesetting of the commodity label.
And acquiring preset configuration parameters according to the custom configuration to complete basic configuration presetting of the image-text typesetting, wherein the preset configuration parameters comprise regulation rules of commodity labels, printing process configuration specifications and basic aesthetic rules. The rule rules include but are not limited to the word size range of the commodity label and the fixed format requirements of various necessary data by the commodity rules; the printing process configuration specification is related to the specific process condition of the printing factory where the user cooperates, including but not limited to the printing paper material, glue type, surface process, size requirement and the like; the basic aesthetic rules are determined by the aesthetic requirements of the user, including but not limited to reference fonts, word colors, tag paper spot colors and aesthetic formats of the various data of the article tag.
Further, the existing commodity management situation of the user is obtained, the detailed commodity information is imported according to the existing commodity management situation, and multi-channel import can be adopted, wherein the multi-channel import comprises but is not limited to modes of active interface pulling, passive HTTP interface pushing, EXCEL import, manual entry and the like. The detailed commodity information comprises the bibliographic information and the optional information of commodity labels, the bibliographic information and the optional information of each commodity are different according to different commodity types, and when a user performs self-defined operation, the corresponding bibliographic information and the optional information can be set according to the commodity types, for example, the bibliographic information of daily chemicals comprises product names, drug administration record numbers, product components, trace components, using methods, net contents, limited service dates, production enterprise information and the like; common optional information includes a product claim, a product description, an ingredient description, a brand description, a store description, and the like.
S2: obtaining typesetting preset contents according to the preset configuration parameters and the detailed commodity information, and screening the typesetting preset contents to obtain commodity image-text information;
specifically, when the user performs the custom operation, the user can set various configurations based on multiple dimensions of the commodity, thereby setting the multi-dimension rule. For example, the commodity includes two dimension information of a brand and a label type, different combination settings can be made based on the two dimensions of the brand and the label type, that is, different brands and different label types have different configurations, for example, the brand a configures the outer package label of the commodity, the brand B configures the inner package label of the commodity, the brand C configures the sample label of the commodity, and the like, so that a user can preset corresponding configuration rules for the two dimension information of the brand and the label type of the commodity in the custom configuration. It should be noted that there can be only one configuration between the same brand and the same tag type, so as to unify the specifications.
And acquiring a multi-dimensional rule according to the user-defined configuration, wherein the multi-dimensional rule comprises a configuration rule for a plurality of dimensional information of the commodity, acquiring typesetting preset contents according to preset configuration parameters and commodity detailed information, and setting specific contents of the initial label template according to the user-defined configuration.
Further, the preset typesetting content is screened according to the multi-dimensional rule, the content corresponding to the commodity label under each scene is filtered, and the method specifically comprises two processes of filtering and processing. The filtering comprises the steps of carrying out information filtering on the preset typesetting content, and filtering the label content which is not matched with the current commodity dimension information according to the multi-dimension rule to obtain a primary filtering result. For example: the current commodity dimension information comprises a brand and a tag type, tag contents corresponding to some tag types only need to show a commodity name and a limited service date, the tag contents which are not needed by the current brand and the current tag type are filtered according to a multi-dimension rule, and only the commodity name and the limited service date are reserved.
Further, the processing includes performing secondary processing on the typeset preset content, that is, further standardizing the primary screening result according to the multi-dimensional rule. For example: the content of part of commodity labels comprises two information of components and trace components, some commodity labels need to separately display the components and the trace components, and some commodity labels need to be combined for display, so that the display formats of the two information of the components and the trace components are standardized according to a multi-dimensional rule. And filtering and processing the typeset preset content to obtain commodity image-text information so as to optimize the label content according to the user requirement on the basis of typeset preset content.
S3: performing automatic image-text typesetting according to the commodity image-text information;
specifically, when the user performs a custom operation, the user may also set a data priority to configure the arrangement order of the tag contents. Acquiring data priority according to custom configuration, arranging the commodity image-text information on the label one by one according to the data priority to obtain a default arrangement result, screening layer by layer according to preset configuration parameters, and judging whether the default arrangement result meets printing logic, wherein the printing logic is mainly related to user-defined preset configuration parameters such as regulation rules and printing process requirements of the commodity label, for example: the white text font in the commodity label content is not less than 1.2mm, the black text font is not less than 1.1mm, and the background color of the light-color text font must be dark color and the like.
If the judgment result is in accordance with the printing logic, automatically performing image-text typesetting according to a default arrangement result, and generating a commodity label; if the label does not accord with the printing logic, the decision is made by force, namely the automatic image-text typesetting is performed according to the requirement of the printing logic by force, and the commodity label is generated.
Preferably, according to the preset configuration parameters customized by the user, the problem of diversification of the merchandise tag due to aesthetic property may occur, and therefore after the merchandise tag is generated, the method further includes: and judging the attractiveness of the commodity label according to the preset configuration parameters to judge whether the commodity label has aesthetic diversity, wherein the aesthetic diversity comprises but is not limited to layout diversity. Through the pleasing to the eye variety judgement to the commodity label, can further judge whether can be according to the label of a plurality of different styles of present commodity label adaptation, if not, then direct output shows current commodity label, if, then export and show the label sample of a plurality of different styles based on pleasing to the eye variety according to current commodity label to supply the user to select, the logic processing mode of current commodity label is recorded simultaneously, increase logical weight, so that appear next time the same type label, can automatic adjustment priority.
The method is implemented, the commodity information is screened according to the user-defined configuration, the automatic image-text typesetting is carried out according to the printing logic, the printing process rule and the user configuration requirement are considered, the labor amount is reduced, the problem of typesetting error caused by manual operation is avoided, the commodity labels are unified and standardized, and meanwhile, multi-style versions can be automatically output according to the attractive diversity of the typesetting result for the user to select.
Based on the same inventive concept, an embodiment of the present invention provides an automatic image-text typesetting system, as shown in fig. 2, including:
a preset module: the system is used for acquiring preset configuration parameters and detailed commodity information;
a screening module: the system comprises a configuration module, a display module and a display module, wherein the configuration module is used for acquiring typesetting preset contents according to the preset configuration parameters and commodity detailed information, and screening the typesetting preset contents to obtain commodity image-text information;
a typesetting module: and the system is used for carrying out automatic image-text typesetting according to the commodity image-text information.
Further, the preset module is specifically configured to:
receiving user self-defining operation, and acquiring self-defining configuration according to the user self-defining operation;
obtaining preset configuration parameters according to the custom configuration, wherein the preset configuration parameters comprise regulation rules of commodity labels, printing process configuration specifications and basic aesthetic rules;
acquiring the existing commodity management condition of a user, and importing detailed commodity information according to the existing commodity management condition, wherein the detailed commodity information comprises necessary record information and optional information of a commodity label.
Further, the screening module is specifically configured to:
obtaining a multi-dimensional rule according to the user-defined configuration, wherein the multi-dimensional rule comprises a configuration rule for a plurality of dimensional information of the commodity;
obtaining typesetting preset content according to the preset configuration parameters and the detailed commodity information;
and filtering and processing the typeset preset content according to the multi-dimensional rule to obtain commodity image-text information so as to optimize the label content according to the user requirement.
Further, the layout module is specifically configured to:
acquiring data priority according to the custom configuration, and arranging the commodity image-text information one by one according to the data priority to obtain a default arrangement result;
judging whether the default arrangement result meets the printing logic requirement or not according to the preset configuration parameters;
if the image and text layout is in accordance with the default arrangement result, automatically performing image and text layout according to the default arrangement result, and generating a commodity label;
if not, the automatic image-text typesetting is forced according to the printing logic requirement, and the commodity label is generated.
Further, the system also comprises a multi-version output module, wherein the multi-version output module is specifically used for:
judging the attractiveness of the commodity label according to the preset configuration parameters to judge whether the commodity label has aesthetic diversity, wherein the aesthetic diversity comprises but is not limited to the layout diversity of the commodity label;
if not, outputting and displaying the commodity label;
and if so, outputting and displaying a plurality of label samples in different styles based on aesthetic diversity according to the commodity label for the user to select.
Alternatively, in another preferred embodiment of the present invention, as shown in fig. 3, the automatic teletext typesetting apparatus may include: one or more processors 101, one or more input devices 102, one or more output devices 103, and memory 104, the processors 101, input devices 102, output devices 103, and memory 104 being interconnected via a bus 105. The memory 104 is used for storing a computer program comprising program instructions, the processor 101 being configured for invoking the program instructions for performing the methods of the above-described method embodiment parts.
It should be understood that, in the embodiment of the present invention, the Processor 101 may be a Central Processing Unit (CPU), a deep learning graphics card (e.g., NPU, england GPU, google TPU), other general purpose Processor, a Digital Signal Processor (DSP), an Application Specific Integrated Circuit (ASIC), an FPGA (Field-Programmable Gate Array) or other Programmable logic device, a discrete Gate or transistor logic device, a discrete hardware component, etc. A general purpose processor may be a microprocessor or the processor may be any conventional processor or the like.
The input device 102 may include a keyboard or the like, and the output device 103 may include a display (LCD or the like), a speaker, or the like.
The memory 104 may include read-only memory and random access memory, and provides instructions and data to the processor 101. A portion of the memory 104 may also include non-volatile random access memory. For example, the memory 104 may also store device type information.
In a specific implementation, the processor 101, the input device 102, and the output device 103 described in the embodiment of the present invention may execute the implementation manner described in the embodiment of the automatic text-text composition method provided in the embodiment of the present invention, and are not described herein again.
It should be noted that, for more specific work flows and related details of the automatic image-text typesetting apparatus in the embodiment of the present invention, please refer to the foregoing method embodiment section, which is not described herein again.
Further, corresponding to the foregoing method and system, an embodiment of the present invention further provides a readable storage medium storing a computer program, where the computer program includes program instructions, and when the program instructions are executed by a processor, the computer program instructions implement: the automatic image-text typesetting method.
The computer readable storage medium may be an internal storage unit of the system according to any of the foregoing embodiments, for example, a hard disk or a memory of the system. The computer readable storage medium may also be an external storage device of the system, such as a plug-in hard drive, smart Media Card (SMC), secure Digital (SD) Card, flash memory Card (Flash Card), etc. provided on the system. Further, the computer readable storage medium may also include both an internal storage unit and an external storage device of the system. The computer-readable storage medium is used for storing the computer program and other programs and data required by the system. The computer readable storage medium may also be used to temporarily store data that has been output or is to be output.
Those of ordinary skill in the art will appreciate that the elements and algorithm steps of the examples described in connection with the embodiments disclosed herein may be embodied in electronic hardware, computer software, or combinations of both, and that the components and steps of the examples have been described in a functional general in the foregoing description for the purpose of illustrating clearly the interchangeability of hardware and software. Whether such functionality is implemented as hardware or software depends upon the particular application and design constraints imposed on the implementation. Skilled artisans may implement the described functionality in varying ways for each particular application, but such implementation decisions should not be interpreted as causing a departure from the scope of the present invention.
In the several embodiments provided in the present application, it should be understood that the disclosed method and system may be implemented in other ways. For example, the above-described system embodiments are merely illustrative, and for example, the division of the units is only one logical functional division, and other divisions may be realized in practice, for example, a plurality of units or components may be combined or integrated into another system, or some features may be omitted, or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection through some interfaces, devices or units, and may also be an electric, mechanical or other form of connection.
The units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment of the present invention.
In addition, functional units in the embodiments of the present invention may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit. The integrated unit can be realized in a form of hardware, and can also be realized in a form of a software functional unit.
The integrated unit, if implemented in the form of a software functional unit and sold or used as a stand-alone product, may be stored in a computer readable storage medium. Based on such understanding, the technical solution of the present invention essentially or partially contributes to the prior art, or all or part of the technical solution can be embodied in the form of a software product stored in a storage medium and including instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method according to the embodiments of the present invention. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk, and other various media capable of storing program codes.
While the invention has been described with reference to specific embodiments, it will be understood by those skilled in the art that various changes in form and details may be made therein without departing from the spirit and scope of the invention. Therefore, the protection scope of the present invention shall be subject to the protection scope of the claims.
Claims (10)
1. An automatic image-text typesetting method is characterized by comprising the following steps:
acquiring preset configuration parameters and detailed commodity information;
obtaining typesetting preset contents according to the preset configuration parameters and the detailed commodity information, and screening the typesetting preset contents to obtain commodity image-text information;
and performing automatic image-text typesetting according to the commodity image-text information.
2. The automatic image-text typesetting method according to claim 1, wherein the obtaining of the preset configuration parameters and the detailed commodity information specifically comprises:
receiving user self-defining operation, and acquiring self-defining configuration according to the user self-defining operation;
obtaining preset configuration parameters according to the custom configuration, wherein the preset configuration parameters comprise regulation rules of commodity labels, printing process configuration specifications and basic aesthetic rules;
acquiring the existing commodity management condition of a user, and importing detailed commodity information according to the existing commodity management condition, wherein the detailed commodity information comprises necessary record information and optional information of a commodity label.
3. The automatic image-text typesetting method according to claim 2, wherein the typesetting preset content is obtained according to the preset configuration parameters and the commodity detailed information, and the typesetting preset content is screened to obtain commodity image-text information, and the method specifically comprises the following steps:
obtaining a multi-dimensional rule according to the user-defined configuration, wherein the multi-dimensional rule comprises a configuration rule for a plurality of dimensional information of the commodity;
obtaining typesetting preset content according to the preset configuration parameters and the detailed commodity information;
and filtering and processing the typeset preset content according to the multi-dimensional rule to obtain commodity image-text information so as to optimize the label content according to the user requirement.
4. The automatic graphic typesetting method according to claim 3, wherein the automatic graphic typesetting is performed according to the commodity graphic information, and specifically comprises:
acquiring data priority according to the custom configuration, and arranging the commodity image-text information one by one according to the data priority to obtain a default arrangement result;
judging whether the default arrangement result meets the printing logic requirement or not according to the preset configuration parameters;
if the image and text layout is in accordance with the default arrangement result, automatically performing image and text layout according to the default arrangement result, and generating a commodity label;
if not, the automatic image-text typesetting is forced according to the printing logic requirement, and the commodity label is generated.
5. The automatic teletext method according to claim 4, further comprising:
judging the aesthetic property of the commodity label according to the preset configuration parameters to judge whether the commodity label has aesthetic diversity, wherein the aesthetic diversity comprises but is not limited to the layout diversity of the commodity label;
if not, outputting and displaying the commodity label;
and if so, outputting and displaying a plurality of label samples in different styles based on aesthetic diversity according to the commodity label for the user to select.
6. An automatic picture-text composition system, comprising:
presetting a module: the system is used for acquiring preset configuration parameters and detailed commodity information;
a screening module: the system comprises a configuration module, a display module and a display module, wherein the configuration module is used for acquiring typesetting preset contents according to the preset configuration parameters and commodity detailed information, and screening the typesetting preset contents to obtain commodity image-text information;
a typesetting module: and the system is used for carrying out automatic image-text typesetting according to the commodity image-text information.
7. The automatic image-text composition system according to claim 6, wherein the preset module is specifically configured to:
receiving user self-defining operation, and acquiring self-defining configuration according to the user self-defining operation;
obtaining preset configuration parameters according to the custom configuration, wherein the preset configuration parameters comprise regulation rules of commodity labels, printing process configuration specifications and basic aesthetic rules;
acquiring the existing commodity management condition of a user, and importing detailed commodity information according to the existing commodity management condition, wherein the detailed commodity information comprises necessary record information and optional information of a commodity label.
8. The automatic teletext system according to claim 7, wherein the composition module is specifically configured to:
acquiring data priority according to the custom configuration, and arranging the commodity image-text information one by one according to the data priority to obtain a default arrangement result;
judging whether the default arrangement result meets the printing logic requirement or not according to the preset configuration parameters;
if the image and text layout is in accordance with the default arrangement result, automatically performing image and text layout according to the default arrangement result, and generating a commodity label;
if not, the automatic image-text typesetting is forced according to the printing logic requirement, and the commodity label is generated.
9. An automatic teletext apparatus comprising a processor, an input device, an output device and a memory, the processor, the input device, the output device and the memory being interconnected, wherein the memory is configured to store a computer program comprising program instructions, the processor being configured to invoke the program instructions to perform the method according to any one of claims 1-5.
10. A computer-readable storage medium, characterized in that the computer-readable storage medium stores a computer program comprising program instructions that, when executed by a processor, cause the processor to carry out the method according to any one of claims 1-5.
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| CN116776827A (en) * | 2023-08-23 | 2023-09-19 | 山东捷瑞数字科技股份有限公司 | Artificial intelligent typesetting method, device, equipment and readable storage medium |
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| CN116776827A (en) * | 2023-08-23 | 2023-09-19 | 山东捷瑞数字科技股份有限公司 | Artificial intelligent typesetting method, device, equipment and readable storage medium |
| CN116776827B (en) * | 2023-08-23 | 2023-11-21 | 山东捷瑞数字科技股份有限公司 | Artificial intelligent typesetting method, device, equipment and readable storage medium |
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