WO2020192463A1

WO2020192463A1 - Display method and apparatus

Info

Publication number: WO2020192463A1
Application number: PCT/CN2020/079436
Authority: WO
Inventors: 马瑞娴; 关会华; 黄伟; 闻啸
Original assignee: 阿里巴巴集团控股有限公司
Priority date: 2019-03-27
Filing date: 2020-03-16
Publication date: 2020-10-01
Also published as: SG11202109770UA; CN111752557A

Abstract

A display method and apparatus, which relate to the technical field of computers and which provide a simple design solution for large-screen display for non-professional users, thus increasing the efficiency of large-screen design. The method comprises: acquiring a design drawing that contains a plurality of display elements (101); identifying attribute information of the display elements in the design drawing (102); and according to the attribute information, generating a display diagram containing a standard display element (103).

Description

Display method and device

This application claims the priority of a Chinese patent application with an application number of 201910239091.7 and an invention title of "a display method and device" filed on March 27, 2019, the entire content of which is incorporated into this application by reference.

Technical field

The present invention relates to the field of computer technology, in particular to a display method and device.

Background technique

With the advent of the era of big data, more and more companies are beginning to realize the management and application of data resources, and the large-scale visualization of big data is favored by more companies. The existing large display screens will design different styles of large screens according to the different needs and cultures of different users, and the design of large display screens generally requires a professional UI design (User Interface Design, interface design) team to customize according to corporate needs Design, including the layout, layout, programming, etc. of large screens. For most companies, when designing large screens, in most cases, they will not hire a professional design team, but use design templates based on the industry for production. This kind of modular display screen can hardly reflect the user's personalized display needs and usage habits.

Summary of the invention

In view of the above problems, the present invention proposes a display method and device, the main purpose of which is to provide non-professional users with a simple design solution for large-screen display and improve the efficiency of large-screen design.

To achieve the above objective, the present invention mainly provides the following technical solutions:

In one aspect, the present invention provides a display method, which specifically includes:

Obtain design drawings with multiple display elements;

Identify the attribute information of the elements displayed in the design draft;

According to the attribute information, a display image containing standard display elements is generated.

On the other hand, the present invention provides a display device, which specifically includes:

The acquisition unit is used to acquire design drawings containing multiple display elements;

An identification unit for identifying the attribute information of the display elements in the design draft obtained by the obtaining unit;

The generating unit is configured to generate a display image containing standard display elements according to the attribute information obtained by the identifying unit.

On the other hand, the present invention provides an information display method, which specifically includes:

Get the initial artwork with multiple display elements;

Identifying the attribute information of the elements displayed in the initial artwork;

A display interface containing standard display elements is generated according to the attribute information.

In another aspect, the present invention provides a storage medium for storing a computer program, wherein when the computer program is running, the device where the storage medium is located is controlled to execute the presentation method of the embodiment of the present invention.

In another aspect, the present invention provides an electronic device including a processor and a memory, and the processor is configured to call program instructions in the memory to execute the presentation method of the embodiment of the present invention.

With the above technical solutions, the present invention provides a display method and device that recognizes the attribute information of the display elements in the design draft, determines the corresponding standard display elements, and creates new display diagrams based on these standard display elements. The automatic creation of display diagrams greatly reduces the dependence of display diagrams on graphic design skills, allowing ordinary users to quickly create display diagrams according to their own needs. When the solution is applied to the design of a large visual screen, the present invention can use the target detection model to recognize the design artwork of the large visual screen provided by the user, and re-create the chart that needs to be displayed in the large visual screen according to the recognition result. Typesetting and layout to obtain a large-scale visual display that meets the needs of users. Compared with the existing design methods of large visualized screens, the present invention has no technical requirements for the design drawings provided by users, which can be screenshots in webpages or user hand-drawn drawings. Therefore, it reduces the impact of large-scale visualization design on users. Professional requirements allow more users who master graphic design or professionalism to freely display their creativity and put forward their own needs for large-screen display, which can automatically generate the required visualization large screen, and at the same time, it also improves the visualization large screen Show the design efficiency of the graph.

The above description is only an overview of the technical solution of the present invention. In order to understand the technical means of the present invention more clearly, it can be implemented in accordance with the content of the description, and in order to make the above and other objectives, features and advantages of the present invention more obvious and understandable. In the following, specific embodiments of the present invention are specifically cited.

Description of the drawings

By reading the detailed description of the preferred embodiments below, various other advantages and benefits will become clear to those of ordinary skill in the art. The drawings are only used for the purpose of illustrating the preferred embodiments, and are not considered as a limitation to the present invention. Also, throughout the drawings, the same reference symbols are used to denote the same components. In the attached picture:

Fig. 1 shows a flowchart of a presentation method proposed by an embodiment of the present invention;

Figure 2 shows a hand-drawn artwork in an embodiment of the present invention;

Figure 3 shows a screenshot of the material in the embodiment of the present invention;

FIG. 4 shows a flowchart of another display method proposed by an embodiment of the present invention;

FIG. 5 shows a block diagram of a display device according to an embodiment of the present invention;

Fig. 6 shows a block diagram of another display device provided by an embodiment of the present invention.

detailed description

Hereinafter, exemplary embodiments of the present invention will be described in more detail with reference to the accompanying drawings. Although exemplary embodiments of the present invention are shown in the drawings, it should be understood that the present invention can be implemented in various forms and should not be limited by the embodiments set forth herein. On the contrary, these embodiments are provided to enable a more thorough understanding of the present invention and to fully convey the scope of the present invention to those skilled in the art.

The display method provided by the embodiment of the present invention can help users quickly and easily generate technical solutions for data display diagrams. For users, they do not need to master professional skills required for graphic design, such as typesetting, layout and other graphic design skills. , Users only need to provide the design sketches or material pictures that contain display elements they need to output the required data display diagrams. The specific steps are shown in Figure 1, including:

Step 101: Obtain a design artwork containing multiple display elements.

Among them, the design artwork is an image input by the user according to his own needs, and the image contains at least a plurality of display elements for displaying data. Specifically, the design artwork may be a user's hand-drawn artwork, as shown in FIG. 2, or a large-screen material draft provided by the user, as shown in FIG. 3. These design drawings are all hand-drawn by the user or retrieved on the web page according to the user’s own business needs. It can be seen from the design drawings shown in Figure 2 and Figure 3 that there are multiple charts in the figures, such as pie Graphs of different types and sizes such as graphs, bar graphs, and line graphs. In the present invention, the graph is a type of display element. In addition, the display element can also be a specific image logo, such as a portrait or a building. It should be noted that the display element in the present invention is a graphic element with a data display function.

The present invention collects design drawings provided by users, analyzes the display elements contained therein, and creates new display diagrams according to the structure of the design drawings. When it is specifically executed, it is not limited to collecting design drawings through an image acquisition device, such as a camera, or through a terminal (the user imports the design drawings into the terminal).

Step 102: Identify the attribute information of the elements displayed in the design draft.

This step is to identify the display elements in the design draft based on the existing image recognition technology, and determine the attribute information of each display element, such as the type of display element, the position and size of the display element in the design draft, etc. information.

Furthermore, in the existing image recognition technology, a trained model is commonly used to recognize images. In this step, the preferred solution for recognizing design drawings is to use a target detection model based on neural network training to recognize design drawings. The attribute information of the element is displayed in. Wherein, when the display element is specifically a chart, the target detection model is mainly used to detect multiple charts of display data contained in the design draft, and output the attribute information of the identified chart. The attribute information includes the type of the chart. , The relative position and size in the design artwork, the color used and other information. In the embodiment of the present invention, the image recognition algorithm used in the target detection model is not specifically limited, such as neural network image recognition, image recognition based on wavelet moments, and infrared image recognition methods based on fractal features.

After the execution of this step, the display elements contained in multiple design drawings can be identified at the same time, as well as the type, position, size and other parameter information of the display elements.

Step 103: Generate a display image containing standard display elements according to the attribute information.

The attribute information in this step is the related information of the display element obtained by identifying the design artwork. To generate a data display diagram, you need to add the corresponding standard display element to the designated display diagram to obtain a new data display diagram. Among them, the added standard display element is not limited to be a standard display element drawn and generated according to the attribute information, or a standard display element that is matched from a specified component library that is closest to the attribute information. In practical applications, it takes a long time to draw multiple standard display elements. Therefore, in order to improve the response time of generating a display image, a preset component library is often used and a method similar to the standard display elements is matched.

It should be noted that since the size of the data display diagram can be set in advance, it may cause the size ratio of the design drawing and the data display diagram to be different, making the position and size appear when the standard display elements are laid out in the display diagram. For this reason, the embodiment of the present invention can convert and adjust the obtained attribute information according to the size ratio, so as to ensure that the standard display elements in the display drawing are similar to the display elements in the design draft. You can re-layout layout (including adjustment of position and size) based on the added chart and the display range provided by the current display chart without making adjustments, so that the chart layout in the display chart is more reasonable and beautiful .

It can be seen from the above embodiments that the display method provided by the embodiment of the present invention can automatically generate a new data display diagram based on the design draft provided by the user. For users, the embodiment of the present invention lowers the threshold for users to design data display diagrams, so that users who do not have professional graphic design knowledge can conveniently design required data display diagrams. Therefore, the present invention can motivate users to design data The creativity of the display diagram can directly transform the idea into a display diagram through a hand-drawn drawing, so that the data display diagram can be applied to more application fields, especially in the field of large visualization screens, which can increase the application popularity of large visualization screens degree.

Further, in order to improve the recognition accuracy of the design artwork provided by the user, in a preferred embodiment of the present invention, the target detection model used is obtained through convolutional neural network training. For this reason, before performing the steps shown in Figure 1, it is necessary to obtain samples for training the target detection model, and then train the target detection model. The specific process is as follows:

First, get a sample of the display image that carries the annotation information.

The labeling information carried by the display image sample at least includes: the type of display element, the position and size in the display image and other information. Among them, the position includes the position of the identification coordinate point of the display element in the display diagram, such as the upper left corner of the display element, or the center point of the display element, etc.; the size includes the area occupied by the display element in the display diagram, generally The length and height of the display element determine its size information.

In addition, in this embodiment, the data display graph samples are mainly divided into two types. One type is screenshot samples. This type of sample is a screenshot taken from the page to display the data. As shown in Figure 3, the main source of this type of sample is For designing the large-screen material of the website, the large-screen image in the movie screenshot, etc., in this sample, the display elements in the figure will be marked to form label information, which mainly includes the type of display element. Position, size, and color matching of display elements. That is to say, a screenshot sample will have at least multiple sets of labeling information of display elements to label the content of the display elements and the structural relationship between them and the display diagram.

The other type is hand-drawn samples, which are mostly data display diagrams drawn by different users uploading manually, as shown in Figure 2. Such samples will also carry label information corresponding to the type, location, size and other information, and since the hand-drawn drawings generally only depict the type, location, and size of each chart in the large screen, the specific color scheme is not particularly limited. Therefore, Color matching information is generally not marked in the hand drawing samples.

Second, use the display image samples to train the target detection model.

In this embodiment, when training the target detection model, it is preferable to use the Faster R-CNN network for training. Faster R-CNN is an improved target detection algorithm based on R-CNN and Fast R-CNN. It improves the efficiency of determining candidate frames in the image by adding a neural network that extracts the edges, that is, in Fast R-CNN Introduce Region Proposal Network (RPN) instead of Selective Search, and introduce anchor box to deal with the change of target shape (an anchor is a box with a fixed position and size, which can be understood as a fixed proposal set in advance). Therefore, the use of Faster R-CNN for target detection is one of the current mainstream target detection methods that has the advantages of accuracy, fast speed, and simple detection process. The main principle and detection process are not described in detail here.

Further, in order to generate a data display diagram that is more in line with user needs, when step 103 shown in FIG. 1 is performed, a preferred embodiment of the present invention can partially adjust the generated display diagram to obtain better visual effects. ,specific:

First, use the type of the display element in the attribute information to obtain the standard display element of the corresponding type.

Among them, the standard display element is the display element of the specified type in the component library, and the component library is based on the preset display element collection of the present invention. The component library is provided with standard display elements of common types, which can be identified according to the type of display element. Match the corresponding standard display elements.

Secondly, according to the position and size of the display element in the design draft in the attribute information, the standard display elements are laid out on the preset display screen to obtain the display image.

During the layout, the layout operation is mainly performed for multiple standard display elements, and each standard display element is added to the display diagram of the preset display screen according to the identified position and size.

In the specific layout, when it is judged that the standard display elements on the preset display screen overlap each other, the position and size of the standard display elements will be adjusted according to the preset strategy, so that the standard display elements will not interfere with each other. Among them, the preset strategy can be set separately according to specific application scenarios and specific industries. For example, you can adjust the position of the chart first. If there is still overlap, adjust the size of the chart. You can also directly account for the entire standard display element based on the overlapped part. To reduce the display ratio of the standard display elements that overlap each other, and then perform position adjustment operations such as alignment.

It can be seen that the display diagram obtained by the present invention is a new diagram composed of multiple standard display elements selected from the component library. Based on the display diagram, the user can add data to the corresponding standard display elements to obtain the desired display Data map, and finally display the display map through the preset display screen.

Further, for the generated display diagram, since the standard display elements are generated based on the design draft provided by the user, there will be a certain deviation in the display effect. Therefore, in another embodiment of the present invention, After the display map is generated, it can also be combined with the user's adjustment instructions to manually adjust the layout of each standard display element in the display map. This adjustment operation includes but is not limited to modifying the type of standard display elements, adding and deleting standard display elements, Standard display element position drag, size adjustment, etc., these user adjustment operations can receive user adjustment instructions through an interactive interface.

Further, one of the main application scenarios of the display method described in the foregoing embodiment is the visualization of a large screen, and data is displayed through the visualization of the large screen. Correspondingly, the display element in the foregoing embodiment is a chart, specifically a broken line as shown in FIG. 3 Graphs, bar charts, pie charts, etc. In this scenario, in the foregoing embodiment, the design artwork is a visual large-screen design artwork, and the artwork may be a hand-drawn drawing or a screenshot of the large-screen material. Then, the above-mentioned standard display element is a standard chart in the preset component library. When the step of generating a display chart containing the standard display element according to the attribute information is executed, the specific implementation is as follows:

First, extract the corresponding standard chart from the preset component library according to the attribute information of the chart.

Among them, the attribute information of the chart is based on the attribute information of each chart identified in the design draft, and then matches the corresponding standard chart in the preset component library for each chart.

Secondly, a display diagram is generated based on the configuration information of the visualized large screen and standard charts.

Among them, the configuration information of the visualization large screen includes the hardware configuration information and software configuration information of the visualization large screen. The hardware configuration information can determine the size and resolution of the display map, and the software configuration information can determine the data interface of the display map. Based on the configuration information of the large visualization screen, layout and typeset the standard charts on the large visualization screen, and finally generate a display diagram displayed on the large visualization screen.

Based on the content of the above embodiments, the present invention proposes a preferred embodiment of the display method applied to a large visual screen, as shown in Fig. 4, including:

Step 201: Obtain a sample of a large-screen visual display image carrying label information.

Step 202: Train the target detection model by using the large visual display image sample.

Step 203: Obtain the design artwork of the large visual screen.

Step 204: Use the target detection model to identify the design drawings, and obtain attribute information of multiple charts displaying data in the large visualization screen.

Step 205: Use the chart type in the attribute information to obtain a standard chart of the corresponding type from the preset component library.

Step 206: According to the position and size of the chart in the attribute information and the configuration information of the large visualization screen, the standard chart is laid out on the large visualization screen to obtain a display diagram of the large visualization screen.

Step 207: Perform an adjustment operation on the chart contained in the display diagram according to the received adjustment instruction.

After adjustment, the final output is a visualized large-screen display that meets user needs.

Further, the embodiment of the present invention also provides an information display method, which is used for visual display of data information, and the specific steps are as follows:

First, get the initial artwork with multiple display elements.

Secondly, identifying the attribute information of the elements displayed in the initial artwork.

Finally, according to the attribute information, a display interface containing standard display elements is generated.

In the embodiment of the present invention, the initial artwork may include the design artwork in the embodiment in FIG. 1, and the display interface may include the display diagram in the embodiment in FIG. 1, the specific step description, and the steps between each step. For the execution logic of, please refer to the specific description of the embodiment shown in FIG. 1, which will not be repeated here.

In addition, the above-mentioned further expanded description of the embodiment in FIG. 1 can also be correspondingly applied to the information display method of this embodiment. For details, please refer to the above-mentioned description content, which will not be repeated here.

Further, as an implementation of the methods shown in Figs. 1 and 4, an embodiment of the present invention provides a display device, which is mainly used to recognize the design artwork of the large visual screen provided by the user, and reconstruct it according to the recognition result. The display diagram of the large visual screen required by the user to simplify the design difficulty of the large visual screen. For ease of reading, this device embodiment will not repeat the details in the foregoing method embodiment one by one, but it should be clear that the device in this embodiment can correspondingly implement all the content in the foregoing method embodiment. The device is shown in Figure 5 and specifically includes:

The obtaining unit 31 is used to obtain a design drawing containing multiple display elements;

The identifying unit 32 is configured to identify the attribute information of the display elements in the design draft obtained by the obtaining unit 31;

The generating unit 33 is configured to generate a display image containing standard display elements according to the attribute information obtained by the identifying unit 32.

Further, the recognition unit 32 is specifically configured to use a target detection model based on neural network training to recognize the attribute information of the display elements in the design drawing.

Further, as shown in FIG. 6, the device further includes:

The sample collection unit 34 is configured to obtain a display image sample carrying label information, where the label information includes at least: the type of the display element, the position and size of the display element in the display image;

The model training unit 35 is configured to train the target detection model using the display image samples acquired by the sample acquisition unit 34.

Further, as shown in FIG. 6, the attribute information of the display element includes at least the type of the display element, the position and size of the display element in the design draft, and the generating unit 33 includes:

The obtaining module 331 is configured to obtain a standard display element of a corresponding type by using the type of the display element;

The generating module 332 is configured to lay out the standard display elements obtained by the obtaining module 331 on a preset display screen according to the position and size of the display elements in the design draft to obtain the display image.

Further, the generating module 332 is also used for:

Judging whether the standard display elements laid out in the preset display screen have overlapping display;

If it exists, reduce the display ratio of overlapping standard display elements.

Further, as shown in FIG. 6, the device further includes:

The adjustment unit 36 is configured to perform adjustment operations on the standard display elements contained in the display diagram obtained by the generating unit 33 according to the received adjustment instructions, and the adjustment operations include: modifying the type, position, size, and color of the standard display elements At least one operation.

Further, when the device is applied to a large visualization screen, the display element is a chart showing real-time data;

In the generating unit 33, the acquiring module 331 is further configured to extract the corresponding standard chart from the preset component library according to the attribute information of the chart;

The generating module 332 is further configured to generate the display diagram based on the configuration information of the large visualization screen and the standard diagram.

To sum up, the display method and device proposed by the embodiment of the present invention recognize the design drawings provided by users, detect the type, position, and size of the charts contained therein, and use these designs The information is combined with the preset component library to select matching charts to construct a new visual large-screen display diagram, allowing users to more easily design the required large-screen display diagram, and at the same time, in order to provide users with more freedom The present invention also receives the user's adjustment instructions for a single chart in the large-screen display diagram through the interactive interface, so that the large-screen display diagram is more beautiful and more in line with the user's own needs.

Further, an embodiment of the present invention also provides a processor, which is used to run a program, wherein the program is executed to cause the processor to execute the display method described in the embodiment of FIG. 1 or FIG. 4.

In addition, an embodiment of the present invention also provides an electronic device, which includes a processor and a memory, the memory is used to store a program, and the processor is coupled to the memory and is used to run the program to execute Or the display method described in the embodiment of FIG. 4.

In the above-mentioned embodiments, the description of each embodiment has its own focus. For parts that are not described in detail in an embodiment, reference may be made to related descriptions of other embodiments.

It can be understood that the relevant features in the above method and device can be referred to each other. In addition, the “first”, “second”, etc. in the foregoing embodiments are used to distinguish the embodiments, and do not represent the advantages and disadvantages of the embodiments.

Those skilled in the art can clearly understand that, for the convenience and conciseness of description, the specific working process of the above-described system, device, and unit can refer to the corresponding process in the foregoing method embodiment, which will not be repeated here.

The algorithms and displays provided here are not inherently related to any particular computer, virtual system or other equipment. Various general-purpose systems can also be used with the teaching based on this. From the above description, the structure required to construct this type of system is obvious. In addition, the present invention is not directed to any specific programming language. It should be understood that various programming languages can be used to implement the content of the present invention described herein, and the above description of a specific language is to disclose the best embodiment of the present invention.

In addition, memory may include non-permanent memory in computer-readable media, random access memory (RAM) and/or non-volatile memory, such as read-only memory (ROM) or flash memory (flash RAM), and memory includes At least one memory chip.

Those skilled in the art should understand that the embodiments of the present application can be provided as methods, systems, or computer program products. Therefore, this application may adopt the form of a complete hardware embodiment, a complete software embodiment, or an embodiment combining software and hardware. Moreover, this application may adopt the form of a computer program product implemented on one or more computer-usable storage media (including but not limited to disk storage, CD-ROM, optical storage, etc.) containing computer-usable program codes.

This application is described with reference to flowcharts and/or block diagrams of methods, equipment (systems), and computer program products according to the embodiments of this application. It should be understood that each process and/or block in the flowchart and/or block diagram, and the combination of processes and/or blocks in the flowchart and/or block diagram can be implemented by computer program instructions. These computer program instructions can be provided to the processor of a general-purpose computer, a special-purpose computer, an embedded processor, or other programmable data processing equipment to generate a machine, so that the instructions executed by the processor of the computer or other programmable data processing equipment are generated It is a device that realizes the functions specified in one process or multiple processes in the flowchart and/or one block or multiple blocks in the block diagram.

These computer program instructions can also be stored in a computer-readable memory that can guide a computer or other programmable data processing equipment to work in a specific manner, so that the instructions stored in the computer-readable memory produce an article of manufacture including the instruction device. The device implements the functions specified in one process or multiple processes in the flowchart and/or one block or multiple blocks in the block diagram.

These computer program instructions can also be loaded on a computer or other programmable data processing equipment, so that a series of operation steps are executed on the computer or other programmable equipment to produce computer-implemented processing, so as to execute on the computer or other programmable equipment. The instructions provide steps for implementing functions specified in a flow or multiple flows in the flowchart and/or a block or multiple blocks in the block diagram.

In a typical configuration, the computing device includes one or more processors (CPU), input/output interfaces, network interfaces, and memory.

The memory may include non-permanent memory in a computer readable medium, random access memory (RAM) and/or non-volatile memory, such as read-only memory (ROM) or flash memory (flash RAM). The memory is an example of a computer-readable medium.

Computer-readable media include permanent and non-permanent, removable and non-removable media, and information storage can be realized by any method or technology. The information can be computer-readable instructions, data structures, program modules, or other data. Examples of computer storage media include, but are not limited to, phase change memory (PRAM), static random access memory (SRAM), dynamic random access memory (DRAM), other types of random access memory (RAM), read-only memory (ROM), electrically erasable programmable read-only memory (EEPROM), flash memory or other memory technology, CD-ROM, digital versatile disc (DVD) or other optical storage, Magnetic cassettes, magnetic tape magnetic disk storage or other magnetic storage devices or any other non-transmission media can be used to store information that can be accessed by computing devices. According to the definition in this article, computer-readable media does not include transitory media, such as modulated data signals and carrier waves.

It should also be noted that the terms "include", "include" or any other variants thereof are intended to cover non-exclusive inclusion, so that a process, method, product or equipment including a series of elements not only includes those elements, but also includes Other elements that are not explicitly listed, or include elements inherent to this process, method, commodity, or equipment. If there are no more restrictions, the element defined by the sentence "including a..." does not exclude the existence of other identical elements in the process, method, commodity or equipment that includes the element.

The above are only examples of the application, and are not used to limit the application. For those skilled in the art, this application can have various modifications and changes. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of this application shall be included in the scope of the claims of this application.

Claims

A display method, characterized in that the method includes:

Obtain design drawings with multiple display elements;

Identify the attribute information of the elements displayed in the design draft;

According to the attribute information, a display image containing standard display elements is generated.
The method according to claim 1, wherein identifying the attribute information of the display element in the design draft comprises:

A target detection model based on neural network training is used to identify the attribute information of the display elements in the design draft.
The method of claim 2, wherein the method further comprises:

Obtain a display image sample carrying label information, where the label information at least includes: the type of display element, the position and size of the display element in the display image;

Training the target detection model using the display image samples.
The method according to claim 1, wherein the attribute information of the display element includes at least the type of the display element, the position and size of the display element in the design draft, and the generation of a standard display based on the attribute information The display diagram of the elements, including:

Obtaining a standard display element of a corresponding type by using the type of the display element;

According to the position and size of the display element in the design draft, the standard display element is laid out on a preset display screen to obtain the display image.
The method according to claim 4, wherein, according to the position and size of the display element in the design draft, the standard display element is laid out on a preset display screen, which specifically comprises:

Judging whether the standard display elements laid out in the preset display screen have overlapping display;

If it exists, reduce the display ratio of overlapping standard display elements.
The method according to claim 3, wherein the display image sample comprises: a screenshot sample and a hand drawing sample, wherein the annotation information in the screenshot sample further includes screenshot color matching information and display element color matching information.
The method of claim 1, wherein the method further comprises:

The adjustment operation is performed on the standard display elements contained in the display diagram according to the received adjustment instruction, and the adjustment operation includes: modifying at least one of the type, position, size, and color of the standard display element.
7. The method according to any one of claims 1-7, wherein when the method is applied to a large visualization screen, the display element is a chart showing data;

The generating a display diagram containing standard display elements according to the attribute information includes:

Extracting the corresponding standard chart from the preset component library according to the attribute information of the chart;

The display diagram is generated based on the configuration information of the visual large screen and the standard diagram.
A display device, characterized in that the device comprises:

The acquisition unit is used to acquire design drawings containing multiple display elements;

An identification unit for identifying the attribute information of the display elements in the design draft obtained by the obtaining unit;

The generating unit is configured to generate a display image containing standard display elements according to the attribute information obtained by the identifying unit.
The device according to claim 9, wherein the recognition unit is specifically configured to use a target detection model based on neural network training to recognize the attribute information of the display elements in the design draft.
The device according to claim 10, wherein the device further comprises:

The sample collection unit is used to obtain a sample of the display image carrying label information, the label information at least including: the type of the display element, the position and size of the display element in the display image;

The model training unit is configured to train the target detection model by using the display image samples obtained by the sample collection unit.
The device according to claim 9, wherein the attribute information of the display element includes at least the type of the display element, the position and size of the display element in the design draft, and the generating unit includes:

An obtaining module, configured to obtain a standard display element of a corresponding type by using the type of the display element;

The generating module is configured to lay out the standard display elements obtained by the obtaining module on a preset display screen according to the position and size of the display elements in the design draft to obtain the display image.
The device according to claim 12, wherein the generating module is further configured to:

Judging whether the standard display elements laid out in the preset display screen have overlapping display;

If it exists, reduce the display ratio of overlapping standard display elements.
The device according to claim 9, wherein the device further comprises:

The adjustment unit is configured to perform an adjustment operation on the standard display elements contained in the display diagram obtained by the generating unit according to the received adjustment instruction, and the adjustment operation includes: modifying at least one of the type, position, size, and color of the standard display element An operation.
The device according to any one of claims 9-14, wherein when the device is applied to a large visualization screen, the display element is a chart displaying data;

The generating unit is also used for:

The acquiring module is configured to extract the corresponding standard chart from the preset component library according to the attribute information of the chart;

The generating module is configured to generate the display diagram based on the configuration information of the large visualization screen and the standard diagram.
An information display method, characterized in that the method includes:

Get the initial artwork with multiple display elements;

Identifying the attribute information of the elements displayed in the initial artwork;

A display interface containing standard display elements is generated according to the attribute information.
A storage medium, characterized in that the storage medium is used to store a computer program, wherein when the computer program is running, the device where the storage medium is located is controlled to execute the display method according to any one of claims 1-8.
An electronic device, characterized in that the electronic device includes a processor and a memory, and the processor is used to call program instructions in the memory to execute the display method according to any one of claims 1-8 .