CN113656121A - Application program display method, device, medium and equipment - Google Patents
Application program display method, device, medium and equipment Download PDFInfo
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- CN113656121A CN113656121A CN202110857394.2A CN202110857394A CN113656121A CN 113656121 A CN113656121 A CN 113656121A CN 202110857394 A CN202110857394 A CN 202110857394A CN 113656121 A CN113656121 A CN 113656121A
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/44—Arrangements for executing specific programs
- G06F9/451—Execution arrangements for user interfaces
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
- G06F3/0481—Interaction techniques based on graphical user interfaces [GUI] based on specific properties of the displayed interaction object or a metaphor-based environment, e.g. interaction with desktop elements like windows or icons, or assisted by a cursor's changing behaviour or appearance
- G06F3/04817—Interaction techniques based on graphical user interfaces [GUI] based on specific properties of the displayed interaction object or a metaphor-based environment, e.g. interaction with desktop elements like windows or icons, or assisted by a cursor's changing behaviour or appearance using icons
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
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- G06F8/60—Software deployment
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Abstract
The application discloses an application program display method, device, medium and equipment, and the method comprises the following steps: responding to an installation completion instruction of the target application program, and acquiring an original icon of the target application program; determining an application style theme of a current car machine system, and acquiring a style migration model corresponding to the application style theme, wherein the style migration model is obtained by training aiming at the application style theme; inputting the original icon into the style migration model to obtain a target icon of a target application program corresponding to the application style theme; and displaying the target icon under the application style theme on the user interface of the car machine system. According to the method and the device, the target icon of the application program is obtained through the style migration model, the target icon corresponds to the current style theme, so that the icons displayed on the user interface of the car machine system are consistent on the style theme, the user experience is improved, and the work of manually pre-transforming the application program icon is reduced.
Description
Technical Field
The application relates to the technical field of vehicle-mounted application, in particular to an application program display method, device, medium and equipment.
Background
With the integrated applications and functions of the smart car machine system becoming richer and richer, the content of the user interface (also called desktop) of the smart car machine system serving as a center control screen of a human-computer interaction medium needs to maintain a consistent style. When a third-party application program is installed on the intelligent vehicle-mounted machine system, the original application icon of the third-party application program is generally displayed, and the problem that the style theme of the user interface of the current intelligent vehicle-mounted machine system is inconsistent can exist.
In the prior art, icons matching with car machine system style themes are preset in an intelligent car machine system for common third-party application programs. And when the user interface needs to display the corresponding application program, replacing the original icon with a preset icon. However, under the conditions that a large number of third-party application programs integrated by the intelligent vehicle machine system are increased and the theme style of the user interface is diversified, the method is low in efficiency.
Disclosure of Invention
In order to keep the icon style of the application program consistent with the style theme of the car machine system, the application provides an application program display method, device, medium and equipment. The technical scheme is as follows:
in a first aspect, the present application provides an application display method, including:
responding to an installation completion instruction of a target application program, and acquiring an original icon of the target application program;
determining an application style theme of a current car machine system, and acquiring a style migration model corresponding to the application style theme, wherein the style migration model is obtained by training aiming at the application style theme;
inputting the original icon into the style migration model to obtain a target icon of the target application program corresponding to the application style theme;
displaying a target icon of the target application program under the application style theme on a user interface of the car machine system
In a second aspect, the present application provides an application display apparatus, the apparatus comprising:
the system comprises an original icon acquisition module, a display module and a display module, wherein the original icon acquisition module is used for responding to an installation completion instruction of a target application program and acquiring an original icon of the target application program;
the style determining module is used for determining an application style theme of the current car machine system and acquiring a style migration model corresponding to the application style theme, wherein the style migration model is obtained by training aiming at the application style theme;
the style migration module is used for inputting the original icon into the style migration model to obtain a target icon of the target application program corresponding to the application style theme;
and the display module is used for displaying the target icon of the target application program under the application style theme on a user interface of the vehicle-mounted machine system.
In a third aspect, the present application provides a computer-readable storage medium, in which at least one instruction or at least one program is stored, and the at least one instruction or the at least one program is loaded and executed by a processor to implement an application program display method according to the first aspect.
In a fourth aspect, the present application provides a computer device, which includes a processor and a memory, where at least one instruction or at least one program is stored in the memory, and the at least one instruction or the at least one program is loaded by the processor and executed to implement an application program display method according to the first aspect.
In a fifth aspect, the present application provides a computer program product or computer program comprising computer instructions stored in a computer readable storage medium. The processor of the computer device reads the computer instructions from the computer-readable storage medium, and the processor executes the computer instructions to cause the computer device to execute an application display method according to the first aspect.
The application program display method, device, medium and equipment provided by the application program have the following technical effects:
the scheme provided by the application can be used for completing installation of the application program between the icons displaying the application program on the user interface through the vehicle machine system, obtaining the target icon of the application program through the style migration model corresponding to the application style theme of the current vehicle machine system, wherein the target icon corresponds to the application style theme, so that all the icons and other elements displayed on the user interface of the vehicle machine system are kept consistent on the style theme, the interaction experience of a user is improved, the work of manually pre-transforming the application program icon is avoided, and meanwhile, the requirement for keeping the style consistency can be met under the conditions that the number of the application programs integrated by the vehicle machine system is increased and the style of the user interface theme is diversified. In addition, when the style theme of the current car machine system is changed, icons of all application programs can be conveniently changed, and the processing efficiency is improved.
Additional aspects and advantages of the present application will be set forth in part in the description which follows and, in part, will be obvious from the description, or may be learned by practice of the present application.
Drawings
In order to more clearly illustrate the technical solutions and advantages of the embodiments of the present application or the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments of the present application, and other drawings can be obtained by those skilled in the art without creative efforts.
Fig. 1 is a schematic flowchart of an application display method according to an embodiment of the present application;
FIG. 2 is a schematic diagram of different styles of icons according to an embodiment of the present application;
FIG. 3 is a schematic flow chart of model training provided by an embodiment of the present application;
FIG. 4 is a schematic flow chart of another model training process provided by the embodiments of the present application;
FIG. 5 is a schematic flow chart illustrating a process for determining loss data according to an embodiment of the present application;
FIG. 6 is a schematic flowchart illustrating icon style migration when changing an application style theme according to an embodiment of the present application;
FIG. 7 is a schematic structural diagram of an icon style migration for replacing an application style theme according to another embodiment of the present application;
FIG. 8 is a schematic diagram of an application display device according to an embodiment of the present application;
fig. 9 is a hardware structural diagram of an apparatus for implementing an application display method according to an embodiment of the present application.
Detailed Description
Artificial Intelligence (AI) is a theory, method, technique and application system that uses a digital computer or a machine controlled by a digital computer to simulate, extend and expand human Intelligence, perceive the environment, acquire knowledge and use the knowledge to obtain the best results. In other words, artificial intelligence is a comprehensive technique of computer science that attempts to understand the essence of intelligence and produce a new intelligent machine that can react in a manner similar to human intelligence. Artificial intelligence is the research of the design principle and the realization method of various intelligent machines, so that the machines have the functions of perception, reasoning and decision making. The artificial intelligence technology is a comprehensive subject and relates to the field of extensive technology, namely the technology of a hardware level and the technology of a software level. The artificial intelligence infrastructure generally includes technologies such as sensors, dedicated artificial intelligence chips, cloud computing, distributed storage, big data processing technologies, operation/interaction systems, mechatronics, and the like. The artificial intelligence software technology mainly comprises a computer vision technology, a voice processing technology, a natural language processing technology, machine learning/deep learning, automatic driving, intelligent traffic and the like.
The scheme provided by the embodiment of the application relates to the technology of Deep Learning (DL) of artificial intelligence and the like.
Deep Learning (DL) is a major research direction in the field of Machine Learning (ML), and is introduced into Machine Learning to make it closer to the original goal, artificial intelligence. Deep learning is the intrinsic law and expression level of the learning sample data, and the information obtained in the learning process is very helpful for the interpretation of data such as characters, images and sounds. The final aim of the method is to enable the machine to have the analysis and learning capability like a human, and to recognize data such as characters, images and sounds. Deep learning is a complex machine learning algorithm, and achieves the effect in speech and image recognition far exceeding the prior related art. Deep learning has achieved many achievements in search technology, data mining, machine learning, machine translation, natural language processing, multimedia learning, speech, recommendation and personalization technologies, and other related fields. The deep learning enables the machine to imitate human activities such as audio-visual and thinking, solves a plurality of complex pattern recognition problems, and makes great progress on the artificial intelligence related technology.
In the prior art, icons matching with car machine system style themes are preset in an intelligent car machine system for common third-party application programs. And when the user interface needs to display the corresponding application program, replacing the original icon with a preset icon. However, under the conditions that a large number of third-party application programs integrated by the intelligent vehicle machine system are increased and the theme style of the user interface is diversified, the method is low in efficiency.
In order to keep the icon style of an application program consistent with the style theme of a car machine system, the embodiment of the application provides an application program display method, device, medium and equipment. The technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are only a part of the embodiments of the present application, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application. Examples of which are illustrated in the accompanying drawings, wherein like reference numerals refer to the same or similar elements or elements having the same or similar function throughout.
It should be noted that the terms "first," "second," and the like in the description and claims of this application and in the drawings described above are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used is interchangeable under appropriate circumstances such that the embodiments of the application described herein are capable of operation in sequences other than those illustrated or described herein. Furthermore, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or server that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed, but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
In order to facilitate understanding of the technical solutions and the technical effects thereof described in the embodiments of the present application, the embodiments of the present application explain related terms:
icon: also known as icon or Picoto, is a metaphor and generalization of the computer world to the real world, representing functions and operations in software products. It is essentially a symbol that uses a metaphor for the world to refer to functions, meanings, uses, etc.
Image style migration: the image style migration refers to converting the style of the image A into the image B to obtain a new image C, wherein the C contains the content of the image B and the style of the image A.
An application display method provided by the present application is described below. Fig. 1 is a flow chart of an application display method provided by an embodiment of the present application, which provides the method operation steps as described in the embodiment or the flow chart, but may include more or less operation steps based on conventional or non-inventive labor. The order of steps recited in the embodiments is merely one manner of performing the steps in a multitude of orders and does not represent the only order of execution. In practice, the system or server product may be implemented in a sequential or parallel manner (e.g., parallel processor or multi-threaded environment) according to the embodiments or methods shown in the figures. Referring to fig. 1, an application display method provided in an embodiment of the present application may include the following steps:
s100: and responding to an installation completion instruction of the target application program, and acquiring an original icon of the target application program.
In this embodiment of the application, the target application may be a third-party application integrated in the smart car machine integrated system, and when the initial installation of the target application or the update installation of the target application is completed, the original icon of the target application may be obtained from an installation resource package or the original icon displayed before the update may be obtained from an application resource package before the update.
It will be appreciated that icons for applications typically have attributes such as size, color, lines, font, texture, lighting, layout, and the like.
S200: determining an application style theme of a current car machine system, and acquiring a style migration model corresponding to the application style theme, wherein the style migration model is obtained by training aiming at the application style theme.
In this embodiment of the application, on the premise that the original icon of the target application program is not consistent with the application style theme of the current car machine system, if the original icon of the target application program is consistent with the application style theme of the current car machine system, the original icon is directly displayed on a user interface, which is not described herein again.
In the embodiment of the application, the application style theme represents the display style specification of the user interface of the car machine system. Taking two groups of functional icons as an example, as shown in fig. 2, for three functions of focusing, editing and closing, the first row of icons is shown as face icons, the second row of icons is shown as line icons, and the face icons and the line icons have different degrees of attraction to the attention of the user. The application style theme described in the embodiment of the present application is not limited to the above surface type or line type, and may also include requirements of other dimensions and other attribute categories, which is not limited in this application.
In an embodiment of the application, a corresponding style migration model is trained in advance for each application style theme of the car machine system and is preset in the car machine system.
Preferably, in the embodiment of the application, the style migration model is a convolutional neural network model, the convolutional network has an ultra-strong image feature extraction capability, and theoretically, more complex and more intrinsic style features in the image can be extracted through a plurality of layers of convolutional networks. The style migration model in the embodiment of the application includes an image generation network and a loss network, the image generation network may be a deep residual error network, the loss network may be a convolutional neural network but network parameters are not updated, so a pre-trained image classification network may also be used as the loss network, such as a VGG-16 network (a deep convolutional neural network developed by the researchers of the oxford university computer vision Group and the Google deep mind corporation). In the training stage, the image generation network is trained through loss data calculated by the loss network, in the model application stage, the trained image generation model is used as a style migration model corresponding to an application style theme, an original icon is input, a target icon after style migration can be obtained, image content in the original icon is reserved in the target icon, and the target icon has style characteristics corresponding to the application style theme.
In an embodiment of the present application, as shown in fig. 3, the pre-training of the style migration model for the style topic may include the following steps:
s210: acquiring training data corresponding to the application style theme; the training data includes raw images and target style images.
Optionally, the original image and the target style image may be in a one-to-one correspondence relationship or in an non-correspondence relationship, and the target style image is mainly used for extracting style features, but not extracting content features in the target style image.
S230: inputting the training data into a neural network model constructed aiming at an image style migration task, and training the neural network model to obtain a style migration model corresponding to the application style theme, wherein the neural network model comprises an image conversion network and a loss network.
In a possible implementation, specifically as shown in fig. 4, the inputting the training data into the neural network model constructed for the image style migration task, and training the neural network model may include the following steps:
s231: and inputting the original image in the training data to the image conversion network to obtain a corresponding conversion image.
The image conversion network extracts the content features in the original image and outputs a corresponding converted image containing the content features.
S233: and inputting the original image, the corresponding conversion image and the target style image into the loss network to obtain loss data.
Specifically, as shown in fig. 5, the step S233 may include:
s2331: based on the loss network, content loss data is determined from the original image and the corresponding converted image.
S2333: based on the loss network, determining style loss data according to the corresponding converted image and the target style image.
S2335: and obtaining final loss data according to the content loss data and the style loss data.
It is feasible that the content loss data and the style loss data (also called perceptual loss data) may be determined by feature data output from different layers in the loss network.
S235: and training the image conversion network through the loss data, and taking the trained image conversion network as the style migration model corresponding to the application style theme.
The style migration model adopted by the embodiment of the application can store the style characteristics of the target style image, the picture containing the style characteristics is generated aiming at the picture with any content, and the obtained style migration model is small in size and can generate the picture more quickly.
S300: and inputting the original icon to the style migration model to obtain a target icon of the target application program corresponding to the application style theme.
S400: and displaying a target icon of the target application program under the application style theme on a user interface of the car machine system.
Preferably, when the application program is a target application program installed for the first time, the target icon matched with the application style theme of the current car machine system is stored and displayed in the user interface, so that human-computer interaction is completed through the user interface.
In an embodiment of the present application, specifically, the method may further include:
and updating and displaying a system application icon of the vehicle-mounted machine system in response to the application style theme change instruction.
Generally, in the car machine system, besides the third-party application program, the car machine system may further include an application program carried by the system itself, and when an application style theme is changed, all current application programs or application functions that need to be displayed on a user interface need to be correspondingly style-converted, so as to maintain the overall style consistency of the car machine system.
In another embodiment of the present application, as shown in fig. 6, after step S400, the method may further include the steps of:
s510: in response to the application style theme first replacement instruction, a first application style theme is determined.
The method is feasible, a user can change the application style theme of the current vehicle-mounted machine system based on the central control screen, can select the application style theme which is locally stored in the vehicle-mounted machine system, and can also select and download the online application style theme to trigger the change of the application style theme. The first replacement instruction for the application style theme may indicate that the current first application style theme has not been used previously.
S520: and acquiring a first style migration model corresponding to the first application style theme.
If the online application style theme is selected and downloaded, the trained style migration model corresponding to the application style theme can be downloaded together, so that a third-party application icon conforming to the application style theme is generated through the style migration model.
S530: and inputting the original icon to the first style migration model to obtain a first icon, and displaying the first icon on the user interface.
In another embodiment of the present application, as shown in fig. 7, the method may further include the steps of:
s540: in response to the second replacement instruction for the application style theme, a second application style theme is determined.
Possibly, the second replacement instruction for the application style theme may indicate that the current second application style theme was used before.
S550: and displaying a second icon of the target application program under the second application style theme on the user interface when the second icon is stored.
S560: and when the second icon of the target application program under the second application style theme is not stored, obtaining the second icon of the target application program consistent with the second application style theme according to the style migration model corresponding to the second application style theme, and displaying the second icon on the user interface.
An embodiment of the present application further provides an application display apparatus 800, as shown in fig. 8, the apparatus 800 may include:
an original icon obtaining module 810, configured to obtain an original icon of a target application in response to an installation completion instruction of the target application;
the style determining module 820 is configured to determine an application style theme of the current car machine system, and acquire a style migration model corresponding to the application style theme, where the style migration model is obtained by training for the application style theme;
a style migration module 830, configured to input the original icon to the style migration model, so as to obtain a target icon of the target application program corresponding to the application style theme;
a display module 840, configured to display a target icon of the target application program under the application style theme on a user interface of the car machine system.
In one embodiment of the present application, the apparatus 800 may further include:
the first replacing unit of the application style theme is used for responding to a first replacing instruction of the application style theme and determining a first application style theme;
the first style migration model unit is used for acquiring a first style migration model corresponding to the first application style theme;
and the first style migration unit is used for inputting the original icon to the first style migration model to obtain a first icon, and displaying the first icon on the user interface.
In one embodiment of the present application, the apparatus 800 may further include:
the second application style theme replacing unit is used for responding to a second replacing instruction of the application style theme and determining a second application style theme;
and the second icon display unit is used for displaying the second icon on the user interface when the second icon of the target application program under the second application style theme is stored.
In one embodiment of the present application, the apparatus 800 may further include:
the training data acquisition module is used for acquiring training data corresponding to the application style theme; the training data comprises an original image and a target style image;
and the model training module is used for inputting the training data into a neural network model constructed aiming at the image style migration task, training the neural network model and obtaining a style migration model corresponding to the application style theme, wherein the neural network model comprises an image conversion network and a loss network.
In one embodiment of the present application, the model training module may include:
the image conversion unit is used for inputting the original image in the training data into the image conversion network to obtain a corresponding conversion image;
the loss calculation unit is used for inputting the original image, the corresponding conversion image and the target style image into the loss network to obtain loss data;
and the adjusting unit is used for training the image conversion network through the loss data and taking the trained image conversion network as the style migration model corresponding to the application style theme.
In one embodiment of the present application, the loss calculating unit may include:
a content loss data calculation subunit, configured to determine content loss data according to the original image and the corresponding converted image based on the loss network;
a style loss data calculation subunit, configured to determine style loss data according to the corresponding converted image and the target style image based on the loss network;
and the loss data calculation subunit is used for obtaining final loss data according to the content loss data and the style loss data.
In one embodiment of the present application, the apparatus 800 may further include:
and the system icon display module is used for responding to an application style theme change instruction and updating and displaying the system application icon of the vehicle-mounted machine system.
It should be noted that, when the apparatus provided in the foregoing embodiment implements the functions thereof, only the division of the functional modules is illustrated, and in practical applications, the functions may be distributed by different functional modules according to needs, that is, the internal structure of the apparatus may be divided into different functional modules to implement all or part of the functions described above. In addition, the apparatus and method embodiments provided by the above embodiments belong to the same concept, and specific implementation processes thereof are described in the method embodiments for details, which are not described herein again.
The embodiment of the application provides a computer device, which includes a processor and a memory, where at least one instruction or at least one program is stored in the memory, and the at least one instruction or the at least one program is loaded and executed by the processor to implement an application program display method provided by the above method embodiment.
Fig. 9 is a schematic hardware configuration diagram of a device for implementing an application program display method provided in the embodiment of the present application, where the device may participate in forming or incorporating the apparatus or system provided in the embodiment of the present application. As shown in fig. 9, the device 10 may include one or more (shown with 1002a, 1002b, … …, 1002 n) processors 1002 (the processors 1002 may include, but are not limited to, a processing device such as a microprocessor MCU or a programmable logic device FPGA), a memory 1004 for storing data, and a transmission device 1006 for communication functions. Besides, the method can also comprise the following steps: a display, an input/output interface (I/O interface), a Universal Serial Bus (USB) port (which may be included as one of the ports of the I/O interface), a network interface, a power source, and/or a camera. It will be understood by those skilled in the art that the structure shown in fig. 9 is only an illustration and is not intended to limit the structure of the electronic device. For example, device 10 may also include more or fewer components than shown in FIG. 9, or have a different configuration than shown in FIG. 9.
It should be noted that the one or more processors 1002 and/or other data processing circuitry described above may be referred to generally herein as "data processing circuitry". The data processing circuitry may be embodied in whole or in part in software, hardware, firmware, or any combination thereof. Further, the data processing circuitry may be a single, stand-alone processing module, or incorporated in whole or in part into any of the other elements in the device 10 (or mobile device). As referred to in the embodiments of the application, the data processing circuit acts as a processor control (e.g. selection of a variable resistance termination path connected to the interface).
The memory 1004 can be used for storing software programs and modules of application software, such as program instructions/data storage devices corresponding to the methods described in the embodiments of the present application, and the processor 1002 executes various functional applications and data processing by running the software programs and modules stored in the memory 1004, so as to implement one of the application program display methods described above. The memory 1004 may include high-speed random access memory, and may also include non-volatile memory, such as one or more magnetic storage devices, flash memory, or other non-volatile solid-state memory. In some examples, the memory 1004 may further include memory located remotely from the processor 1002, which may be connected to the device 10 via a network. Examples of such networks include, but are not limited to, the internet, intranets, local area networks, mobile communication networks, and combinations thereof.
The transmission device 1006 is used for receiving or sending data via a network. Specific examples of such networks may include wireless networks provided by the communication provider of the device 10. In one example, the transmission device 1006 includes a network adapter (NIC) that can be connected to other network devices through a base station so as to communicate with the internet. In one example, the transmission device 1006 can be a Radio Frequency (RF) module, which is used for communicating with the internet in a wireless manner.
The display may be, for example, a touch screen type Liquid Crystal Display (LCD) that may enable a user to interact with a user interface of the device 10 (or mobile device).
The embodiment of the present application further provides a computer-readable storage medium, where the computer-readable storage medium may be disposed in a server to store at least one instruction or at least one program for implementing an application display method in the method embodiment, and the at least one instruction or the at least one program is loaded and executed by the processor to implement the application display method provided in the method embodiment.
Alternatively, in this embodiment, the storage medium may be located in at least one network server of a plurality of network servers of a computer network. Optionally, in this embodiment, the storage medium may include, but is not limited to: a U-disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a removable hard disk, a magnetic disk, or an optical disk, which can store program codes.
Embodiments of the present invention also provide a computer program product or a computer program comprising computer instructions stored in a computer-readable storage medium. The processor of the computer device reads the computer instructions from the computer readable storage medium, and the processor executes the computer instructions to enable the computer device to execute an application program display method provided in the various alternative embodiments.
As can be seen from the above embodiments of the application display method, apparatus, medium, and device provided by the present application,
the scheme provided by the application can be used for completing installation of the application program between the icons displaying the application program on the user interface through the vehicle machine system, obtaining the target icon of the application program through the style migration model corresponding to the application style theme of the current vehicle machine system, wherein the target icon corresponds to the application style theme, so that all the icons and other elements displayed on the user interface of the vehicle machine system are kept consistent on the style theme, the interaction experience of a user is improved, the work of manually pre-transforming the application program icon is avoided, and meanwhile, the requirement for keeping the style consistency can be met under the conditions that the number of the application programs integrated by the vehicle machine system is increased and the style of the user interface theme is diversified. In addition, when the style theme of the current car machine system is changed, icons of all application programs can be conveniently changed, and the processing efficiency is improved.
It should be noted that: the sequence of the embodiments of the present application is only for description, and does not represent the advantages and disadvantages of the embodiments. And specific embodiments thereof have been described above. Other embodiments are within the scope of the following claims. In some cases, the actions or steps recited in the claims may be performed in a different order than in the embodiments and still achieve desirable results. In addition, the processes depicted in the accompanying figures do not necessarily require the particular order shown, or sequential order, to achieve desirable results. In some embodiments, multitasking and parallel processing may also be possible or may be advantageous.
The embodiments in the present application are described in a progressive manner, and the same and similar parts among the embodiments can be referred to each other, and each embodiment focuses on the differences from the other embodiments. In particular, for the apparatus, device and storage medium embodiments, since they are substantially similar to the method embodiments, the description is relatively simple, and reference may be made to some descriptions of the method embodiments for relevant points.
It will be understood by those skilled in the art that all or part of the steps for implementing the above embodiments may be implemented by hardware, or may be implemented by a program instructing relevant hardware, where the program may be stored in a computer-readable storage medium, and the above-mentioned storage medium may be a read-only memory, a magnetic disk or an optical disk, etc.
The above description is only exemplary of the present application and should not be taken as limiting the present application, as any modification, equivalent replacement, or improvement made within the spirit and principle of the present application should be included in the protection scope of the present application.
Claims (10)
1. An application display method, the method comprising:
responding to an installation completion instruction of a target application program, and acquiring an original icon of the target application program;
determining an application style theme of a current car machine system, and acquiring a style migration model corresponding to the application style theme, wherein the style migration model is obtained by training aiming at the application style theme;
inputting the original icon into the style migration model to obtain a target icon of the target application program corresponding to the application style theme;
and displaying a target icon of the target application program under the application style theme on a user interface of the car machine system.
2. The application program display method according to claim 1, wherein after the user interface of the car machine system displays the target icon of the target application program under the application style theme, the method further comprises:
determining a first application style theme in response to a first replacement instruction of the application style theme;
acquiring a first style migration model corresponding to the first application style theme;
and inputting the original icon to the first style migration model to obtain a first icon, and displaying the first icon on the user interface.
3. The application display method of claim 2, further comprising:
determining a second application style theme in response to the second replacement instruction of the application style theme;
and displaying a second icon of the target application program under the second application style theme on the user interface when the second icon is stored.
4. The application display method of claim 1, further comprising:
acquiring training data corresponding to the application style theme; the training data comprises an original image and a target style image;
inputting the training data into a neural network model constructed aiming at an image style migration task, and training the neural network model to obtain a style migration model corresponding to the application style theme, wherein the neural network model comprises an image conversion network and a loss network.
5. The method for displaying the application program according to claim 4, wherein the inputting the training data into a neural network model constructed for an image style migration task, and training the neural network model to obtain a style migration model corresponding to the application style theme comprises:
inputting the original image in the training data to the image conversion network to obtain a corresponding conversion image;
inputting the original image, the corresponding conversion image and the target style image into the loss network to obtain loss data;
and training the image conversion network through the loss data, and taking the trained image conversion network as the style migration model corresponding to the application style theme.
6. The application display method of claim 5, wherein inputting the original image, the corresponding converted image, and the target-style image into the loss network results in loss data comprising:
determining content loss data from the original image and the corresponding converted image based on the loss network;
and determining style loss data from the corresponding converted image and the target style image;
and obtaining final loss data according to the content loss data and the style loss data.
7. The application display method of claim 1, further comprising:
and updating and displaying a system application icon of the vehicle-mounted machine system in response to the application style theme change instruction.
8. An application display apparatus, the apparatus comprising:
the system comprises an original icon acquisition module, a display module and a display module, wherein the original icon acquisition module is used for responding to an installation completion instruction of a target application program and acquiring an original icon of the target application program;
the style determining module is used for determining an application style theme of the current car machine system and acquiring a style migration model corresponding to the application style theme, wherein the style migration model is obtained by training aiming at the application style theme;
the style migration module is used for inputting the original icon into the style migration model to obtain a target icon of the target application program corresponding to the application style theme;
and the display module is used for displaying the target icon of the target application program under the application style theme on a user interface of the vehicle-mounted machine system.
9. A computer-readable storage medium, wherein at least one instruction or at least one program is stored in the storage medium, and the at least one instruction or the at least one program is loaded and executed by a processor to implement an application program display method according to any one of claims 1 to 7.
10. A computer device comprising a processor and a memory, wherein at least one instruction or at least one program is stored in the memory, and wherein the at least one instruction or the at least one program is loaded by the processor and executes an application program display method according to any one of claims 1 to 7.
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| CN110930295A (en) * | 2019-10-25 | 2020-03-27 | 广东开放大学（广东理工职业学院） | Image style migration method, system, device and storage medium |
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| CN110597590A (en) * | 2019-09-16 | 2019-12-20 | 深圳市沃特沃德股份有限公司 | Method and device for replacing vehicle-mounted system icon, computer equipment and storage medium |
| CN110569924A (en) * | 2019-09-18 | 2019-12-13 | 南京雷鲨信息科技有限公司 | Icon processing method and device, readable storage medium and computer equipment |
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