Display device cloning system, method, display device and storage medium

Abstract

This application provides a display device cloning system, method, display device, and storage medium, applicable to the field of terminal technology. In the source display device, a large language model is used to generate related questions to inquire about the user's display device configuration requirements. The large language model is then used to adjust first configuration information according to the response results to obtain second configuration information. The response results include the display device configuration requirements, ensuring that the second configuration information meets the user's actual configuration needs. The target display device is then configured according to the second configuration information, i.e., configured based on the user's actual configuration requirements, thus improving the flexibility of display device cloning.

Description

Technical Field

[0001] This application relates to the field of terminal technology, and in particular to display device cloning systems, methods, display devices, and storage media. Background Technology

[0002] Device cloning aims to transfer the configuration of one device to other devices. For example, in scenarios requiring a large number of display devices, such as exhibition halls, hotels, and schools, once one display device is configured, it's desirable to configure all display devices identically. Device cloning can be used to copy all the parameters of the configured display device to the unconfigured display device, thus achieving device cloning. However, this device cloning method simply and crudely transfers the configuration of one display device to another, lacking flexibility and failing to meet diverse user needs. Summary of the Invention

[0003] The purpose of this application is to provide a display device cloning system, method, display device, and storage medium to improve the flexibility of display device cloning and thus meet different user needs. The specific technical solution is as follows:

[0004] In a first aspect, embodiments of this application provide a display device cloning system, comprising:

[0005] A source display device and a target display device, wherein the source display device is configured with first configuration information;

[0006] The source display device, in response to a user's device cloning operation, generates an associated question using a Large Language Model (LLM), wherein the associated question is used to inquire about the display device configuration requirements from the user; obtains the user's response to the associated question, wherein the response includes the display device configuration requirements; adjusts first configuration information according to the response using the LLM to obtain second configuration information, wherein the first configuration information is the configuration information of the source display device that has been configured; and sends the second configuration information to the target display device.

[0007] The target display device is configured to configure itself according to the second configuration information.

[0008] In one possible implementation, the source display device is specifically used to: acquire its own first configuration information, first model information, and second model information of the target display device; generate a first prompt word, wherein the first prompt word indicates that the first configuration information is adjusted based on the first model information, the second model information, and the response result; and input the first prompt word into a large language model to obtain the second configuration information output by the large language model.

[0009] In one possible implementation, the associated question is also used to ask the user the scene type of the scene in which the display device is located, and the response result also includes the target scene type.

[0010] In one possible implementation, the source display device is further configured to: acquire attribute information of the application to be cloned within itself; and send the attribute information of the application to be cloned to the target display device;

[0011] The target display device is further configured to: detect whether it supports the application to be cloned based on the attribute information of the application to be cloned; if the target display device supports the application to be cloned, install the application to be cloned; if the target display device does not support the application to be cloned, use a large language model to select an application whose function is closest to that of the application to be cloned from the applications supported by the target display device to obtain the target application; and install the target application.

[0012] In one possible implementation, the target display device is further configured to: in traceless cloning mode, in response to a user's cloning exit operation, uninstall the application to be cloned and the target application from the target display device, and restore the configuration information of the target display device.

[0013] In one possible implementation, the source display device is further configured to: obtain a first display page by acquiring the page currently displayed by the source display device in a seamless cloning mode and when the resolutions of the source display device and the target display device are different; identify each module region in the first display page using a large language model to obtain structured text for each module region; and send the structured text of each module region to the target display device.

[0014] The target display device is further configured to: generate a second display page based on the structured text of each module region according to the resolution of the target display device using a large language model, and display the second display page; when a user operation is received for a specified module region in the second display page, the user operation and the identity identifier of the specified module region are sent to the source display device;

[0015] The source display device is further configured to: determine the target module area corresponding to the identity identifier, and perform the user operation on the target module area.

[0016] Secondly, embodiments of this application provide a display device cloning method, the method comprising:

[0017] In response to a user's device cloning operation, a related question is generated using a large language model, wherein the related question is used to ask the user about display device configuration requirements;

[0018] Obtain the user's response to the related question, wherein the response includes display device configuration requirements;

[0019] The first configuration information is adjusted according to the response results using a large language model to obtain the second configuration information, wherein the first configuration information is the configuration information of the source display device that has been configured.

[0020] The second configuration information is sent to the target display device so that the target display device is configured according to the second configuration information.

[0021] In one possible implementation, adjusting the first configuration information using a large language model according to the response result to obtain the second configuration information includes:

[0022] Obtain first configuration information of the source display device, first model information of the source display device, and second model information of the target display device;

[0023] Generate a first prompt word, wherein the first prompt word indicates that the first configuration information is adjusted based on the first model information, the second model information, and the response result;

[0024] The first prompt word is input into the large language model to obtain the second configuration information output by the large language model.

[0025] In one possible implementation, the associated question is also used to ask the user the scene type of the scene in which the display device is located, and the response result also includes the target scene type.

[0026] In one possible implementation, the source display device and the target display device are different models of devices, the configuration information includes image quality parameters, and the method further includes:

[0027] The image quality parameters of the first display device when playing the first video data are obtained to obtain the first image quality parameter, the image quality parameters of the second display device when playing the second video data are obtained to obtain the second image quality parameter, and the third model information of the first display device and the fourth model information of the second display device are obtained, wherein the first display device and the second display device are different models of devices, and the difference between the display effect of the first video data and the display effect of the second video data is less than a preset image difference threshold.

[0028] The first image quality parameter, the third model information, and the fourth model information are input into the large language model to obtain the predicted image quality parameter; the large language model is adjusted according to the difference between the predicted image quality parameter and the second image quality parameter.

[0029] In one possible implementation, the source display device and the target display device are different models of devices, the configuration information includes audio quality parameters, and the method further includes:

[0030] The system obtains the first audio quality parameter by acquiring the audio quality parameters of the first display device when playing the first audio data, obtains the second audio quality parameter by acquiring the audio quality parameters of the second display device when playing the second audio data, and obtains the third model information of the first display device and the fourth model information of the second display device. The first display device and the second display device are different models of the device, and the difference between the playback effect of the first audio data and the playback effect of the second audio data is less than a preset audio difference threshold.

[0031] The first audio quality parameter, the third model information, and the fourth model information are input into the large language model to obtain the predicted audio quality parameter; the large language model is adjusted according to the difference between the predicted audio quality parameter and the second audio quality parameter.

[0032] In one possible implementation, the method further includes:

[0033] In the case of seamless cloning mode, and the source display device and the target display device have different resolutions, the first display page of the source display device is obtained;

[0034] The structured text of each module region in the first display page is obtained by using a large language model to identify the module regions.

[0035] The structured text of each of the module regions is sent to the target display device;

[0036] Receive user operations sent by the target display device and the identity identifier of the module area targeted by the user operations;

[0037] Determine the target module region corresponding to the identity identifier, and perform the user operation on the target module region.

[0038] This application embodiment also provides a display device, including a processor, a communication interface, a memory, and a communication bus, wherein the processor, the communication interface, and the memory communicate with each other through the communication bus;

[0039] Memory, used to store computer programs;

[0040] A processor, when executing a program stored in memory, implements any of the display device cloning methods described in this application.

[0041] This application also provides a computer-readable storage medium storing a computer program, which, when executed by a processor, implements any of the display device cloning methods described in this application.

[0042] This application also provides a computer program product containing instructions that, when run on a computer, cause the computer to execute any of the display device cloning methods described in this application.

[0043] Beneficial effects of the embodiments in this application:

[0044] In the display device cloning system, method, display device, and storage medium provided in this application embodiment, the display device cloning system includes: a source display device and a target display device. The source display device is configured with first configuration information. The source display device, in response to a user's device cloning operation, generates an associated question using a large language model, wherein the associated question is used to inquire about the user's display device configuration requirements; obtains the user's response to the associated question, wherein the response includes the display device configuration requirements; adjusts the first configuration information according to the response using the large language model to obtain second configuration information, wherein the first configuration information is the configuration information of the source display device that has been configured; and sends the second configuration information to the target display device. The target display device is configured according to the second configuration information. By generating an associated question using a large language model to inquire about the user's display device configuration requirements, and adjusting the first configuration information according to the response using the large language model to obtain the second configuration information, the second configuration information can meet the user's actual configuration requirements. Configuring the target display device according to the second configuration information, i.e., configuring the target display device according to the user's actual configuration requirements, improves the flexibility of display device cloning. Of course, implementing any product or method of this application does not necessarily require achieving all of the advantages described above at the same time. Attached Figure Description

[0045] To more clearly illustrate the technical solutions in the embodiments of this application or the prior art, the drawings used in the description of the embodiments or the prior art will be briefly introduced below. Obviously, the drawings described below are only some embodiments of this application. For those skilled in the art, other embodiments can be obtained based on these drawings.

[0046] Figure 1 This is a schematic diagram of a display device cloning system according to an embodiment of this application;

[0047] Figure 2 This is a schematic diagram illustrating the uninstallation of an application on a target display device in an embodiment of this application;

[0048] Figure 3 A schematic diagram illustrating the generation of structured text by the source display device in an embodiment of this application;

[0049] Figure 4 This is a schematic diagram illustrating a seamless cloning process between display devices of different resolutions in this application embodiment;

[0050] Figure 5 This is a schematic diagram of a display device cloning method according to an embodiment of this application;

[0051] Figure 6 This is another schematic diagram of a display device cloning method according to an embodiment of this application;

[0052] Figure 7 This is a schematic diagram of a display device cloning apparatus according to an embodiment of this application;

[0053] Figure 8 This is another schematic diagram of a display device cloning apparatus according to an embodiment of this application;

[0054] Figure 9 This is a schematic diagram of a display device according to an embodiment of this application. Detailed Implementation

[0055] The technical solutions of the embodiments of this application will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are only some embodiments of this application, and not all embodiments. Based on the embodiments of this application, all other embodiments obtained by those skilled in the art based on this application are within the scope of protection of this application.

[0056] Existing device cloning methods simply and crudely transfer the entire configuration of one display device to another, lacking flexibility and failing to meet diverse user needs. To improve the flexibility of display device cloning and thus satisfy different user requirements, this application provides a display device cloning system, method, display device, and storage medium, which are described in detail below.

[0057] In a first aspect, embodiments of this application provide a display device cloning system, see [link to relevant documentation]. Figure 1 This includes a source display device 101 and a target display device 102. The source display device 101 is configured with first configuration information and serves as the source device providing configuration information in the device cloning scenario; the target display device 102 is the target device in the device cloning scenario that needs to receive configuration information.

[0058] The source display device 101, in response to a user's device cloning operation, generates a related question using a large language model, wherein the related question inquires about the display device configuration requirements from the user; obtains the user's response to the related question, wherein the response includes the display device configuration requirements; adjusts first configuration information according to the response using the large language model to obtain second configuration information, wherein the first configuration information is the configuration information of the source display device that has been configured. The second configuration information is then sent to the target display device 102; the target display device 102 is configured according to the second configuration information.

[0059] The user operates the source display device 101 to migrate configuration parameters. For example, the user can click the device clone button on the source display device 101 to input the device cloning operation. After receiving the user's device cloning operation, the source display device 101 calls the large language model to generate related questions. The related questions are used to ask the user about the display device configuration requirements. For example, the related questions could be whether the image quality (PQ) and audio quality (AQ) parameters of the target display device need to be adjusted. The large language model refers to a deep learning model trained using a large amount of text data. The large language model can generate natural language text and understand the meaning of language text. In one example, the large language model can be deployed on both the source display device 101 and the target display device 102; in another example, the large language model is deployed on a cloud server, and the source display device 101 and the target display device 102 call the large language model on the cloud server through their installed applications.

[0060] The source display device 101 obtains the user's response to the related question. For example, the source display device 101 obtains the text entered by the user through an input method to obtain the response, or the source display device 101 can obtain the user's voice input and convert the voice input into text to obtain the response. The response and the first configuration information are input into the large language model, so that the large language model can adjust the first configuration information according to the response to obtain the second configuration information. The response includes the user's display device configuration requirements. For example, if the user's display device configuration requirements are that the target display device's image display remains unchanged and the sound is muted, then the large language model will keep the PQ parameter in the first configuration information unchanged, while adjusting the AQ parameter in the first configuration information to mute, thereby obtaining the second configuration information. When there are multiple target display devices 102, different configurations can also be performed for different target display devices 102. For example, if a user's display device configuration requirement is to increase the image saturation of a first target display device and decrease the image brightness of a second target display device, the large language model will keep the AQ parameter in the first configuration information unchanged according to the response result. Instead, it will increase the saturation in the PQ parameter of the first configuration information to obtain the second configuration information for the first target display device, and decrease the brightness in the PQ parameter of the first configuration information to obtain the second configuration information for the second target display device. The source display device 101 sends the second configuration information to the corresponding target display device 102, so that the target display device 102 completes its own configuration according to the received second configuration information. Furthermore, the associated questions and responses can internally categorize different configuration options, not just image and sound, but also add more tags. Cloning operations can be performed based on these tags during cloning.

[0061] In one possible implementation, in addition to the user's display device configuration requirements, the related question is also used to inquire about the scene type of the display device's location from the user's perspective. Correspondingly, the response also includes the target scene type, i.e., the scene type of the display device's location as replied by the user. The large language model can also adjust the first configuration information according to the target scene type. It can pre-set adjustment methods for each scene type, and then adjust the configuration information according to those methods. For example, when the target scene type is a noisy environment such as a shopping mall or train station, the large language model can adjust the volume in the AQ parameter of the first configuration information to a higher volume; conversely, when the target scene type is a quiet environment such as a hospital or conference room, it can adjust the volume in the AQ parameter of the first configuration information to a lower volume. When the user's display device configuration requirements do not conflict with the adjustment scheme for the target scene type, both adjustments are made simultaneously. When the user's display device configuration requirements conflict with the adjustment scheme for the target scene type, the adjustment is made according to the display device configuration requirements. For example, if the display device configuration requirements indicate increasing the brightness of the target display device 102, while the adjustment scheme corresponding to the target scene type is to decrease the brightness of the target display device 102, then the first configuration information needs to be adjusted according to the display device configuration requirements, that is, the brightness in the PQ parameter of the first configuration information is increased.

[0062] In this embodiment, a related question is generated using a large language model to inquire about the user's display device configuration requirements. The large language model is then used to adjust the first configuration information according to the response to obtain the second configuration information, so that the second configuration information can meet the user's actual configuration requirements. The target display device is configured according to the second configuration information, that is, the target display device is configured according to the user's actual configuration requirements, which can improve the flexibility of display device cloning.

[0063] In the case where the source display device 101 and the target display device 102 are different models of display devices, in one possible implementation, the source display device 101 is specifically used to: obtain its own first configuration information, first model information, and second model information of the target display device; generate a first prompt word, wherein the first prompt word indicates that the first configuration information is adjusted based on the first model information, the second model information, and the response result; input the first prompt word into a large language model to obtain the second configuration information output by the large language model.

[0064] When the source display device 101 and the target display device 102 have different models, their audio and video effects may differ even with the same parameters. For example, if both the source display device 101 and the target display device 102 have a volume parameter of 30, their actual volume levels may differ; similarly, if both have a brightness parameter of 60%, their actual display brightness may differ. In such cases, cloning the configuration information cannot perfectly replicate the video and audio effects. A large language model is needed to learn the equivalence relationships of configuration information across different models. For instance, what configuration information values ​​will result in identical video or audio effects for display devices of model A and model B?

[0065] An example illustrates the learning process of the equivalence relationship of image quality parameters in a large language model, including:

[0066] Step A1: Obtain the first image quality parameter by acquiring the image quality parameters of the first display device when playing the first video data, obtain the second image quality parameter by acquiring the image quality parameters of the second display device when playing the second video data, and obtain the third model information of the first display device and the fourth model information of the second display device, wherein the first display device and the second display device are different models of devices, and the difference between the display effect of the first video data and the display effect of the second video data is less than a preset image difference threshold.

[0067] The first display device and the second display device can be any two display devices with different models. The third model information indicates the device model of the first display device, and the fourth model information indicates the device model of the second display device. The first display device plays the first video data under the first image quality parameters, and the second display device plays the second video data under the second image quality parameters. The difference between the display effect of the first video data and the display effect of the second video data is less than a preset image difference threshold. For example, the display images of the two can be captured by a camera, and the difference in display effect between the two images is less than the preset image difference threshold. The preset image difference threshold is used to ensure that the display effects of the two display images are basically the same. For example, the difference between the display effect of the first video data and the display effect of the second video data is less than the larger of the two values, such as 2%, 3%, or 5%. The display effect here includes the display effect corresponding to PQ-related parameters such as brightness, chroma, and saturation.

[0068] The difference in display effect can be reduced to less than a preset image difference threshold by adjusting the image quality parameters: When the difference between the display effect of the first video data and the display effect of the second video data is not less than the preset image difference threshold, it is necessary to adjust the image quality parameters of the first display device and / or the second display device until the difference between the display effect of the first video data and the display effect of the second video data is less than the preset image difference threshold. The image quality parameters of the first display device at this time are called the first image quality parameters, and the image quality parameters of the second display device at this time are called the second image quality parameters.

[0069] Step A2: Input the first image quality parameter, the third model information, and the fourth model information into the large language model to obtain the predicted image quality parameter; adjust the large language model according to the difference between the predicted image quality parameter and the second image quality parameter.

[0070] When the difference between the display effect of the first video data and the display effect of the second video data is less than the preset image difference threshold, the image quality of the two is considered to be the same. At this time, the first image quality parameter of the third model information device and the second image quality parameter of the fourth model information device are considered to be equivalent.

[0071] Based on the first image quality parameter, the third model information, and the fourth model information, a prompt is generated. This prompt indicates that the first image quality parameter of the third model information device is converted into the equivalent image quality parameter of the fourth model information device. The prompt is input into a large language model, which outputs predicted image quality parameters. The model loss is calculated based on the difference between the predicted image quality parameters and the second image quality parameter (the larger the difference, the greater the loss; the smaller the difference, the smaller the loss), and the large language model is adjusted according to the model loss. Specifically, supervised fine-tuning (SFT) can be used to perform multiple rounds of fine-tuning training on the large language model, thereby obtaining a large language model that has learned the equivalent relationship of image quality parameters.

[0072] An example illustrates the learning process of the equivalence relationships of audio quality parameters in a large language model, including:

[0073] Step B1: Obtain the first audio quality parameter when the first display device plays the first audio data, obtain the second audio quality parameter when the second display device plays the second audio data, and obtain the third model information of the first display device and the fourth model information of the second display device. The first display device and the second display device are different models of the device, and the difference between the playback effect of the first audio data and the playback effect of the second audio data is less than a preset audio difference threshold.

[0074] The first and second display devices can be any two different models. The third model information indicates the model number of the first display device, and the fourth model information indicates the model number of the second display device. The first display device plays the first audio data under the first audio quality parameters, and the second display device plays the second audio data under the second audio quality parameters. The difference between the playback effect of the first audio data and the playback effect of the second audio data is less than a preset audio difference threshold. For example, the sound played by the first and second display devices can be collected separately using a microphone, and the difference in their playback effects must be less than the preset audio difference threshold. The preset audio difference threshold is used to ensure that the playback effects of the two sounds are basically the same; for example, the difference between the playback effects of the first and second audio data is less than the larger of the two values, such as 2%, 3%, or 5%. The playback effect here includes the playback effect corresponding to AQ-related parameters such as volume, sampling rate, and number of channels.

[0075] The difference in playback effect can be reduced to less than a preset audio difference threshold by adjusting the audio quality parameters: When the difference between the playback effect of the first audio data and the audio effect of the second audio data is not less than the preset audio difference threshold, the audio quality parameters of the first display device and / or the second display device need to be adjusted until the difference between the playback effect of the first audio data and the playback effect of the second audio data is less than the preset audio difference threshold. The audio quality parameter of the first display device at this time is called the first audio quality parameter, and the audio quality parameter of the second display device at this time is called the second audio quality parameter.

[0076] Step B2: Input the first audio quality parameter, the third model information, and the fourth model information into the large language model to obtain the predicted audio quality parameter; adjust the large language model according to the difference between the predicted audio quality parameter and the second audio quality parameter.

[0077] When the difference between the playback effect of the first audio data and the audio effect of the second audio data is less than a preset audio difference threshold, the audio quality of the two is considered to be the same. At this time, the first audio quality parameter of the third model information device and the second audio quality parameter of the fourth model information device are considered to be equivalent.

[0078] Based on the first audio quality parameter, the third model information, and the fourth model information, a prompt word is generated. This prompt word indicates that the first audio quality parameter of the third model information device should be converted into the equivalent audio quality parameter of the fourth model information device. The prompt word is input into a large language model, which outputs predicted audio quality parameters. The model loss is calculated based on the difference between the predicted audio quality parameters and the second audio quality parameter (the larger the difference, the greater the loss; the smaller the difference, the smaller the loss), and the large language model is adjusted according to the model loss. Specifically, supervised fine-tuning can be used to perform multiple rounds of fine-tuning training on the large language model, thereby obtaining a large language model that has learned the equivalent relationship of audio quality parameters.

[0079] After the large language model learns the equivalence relationship between audio quality parameters and image quality parameters, it can clone the configuration information of different device models. The source display device 101 obtains its own first configuration information, first model information, and the target display device's second model information. Based on the first configuration information, first model information, second model information, and the response result, it generates a first prompt word. In one example, the first prompt word can represent: converting the first configuration information of the second model information device into the equivalent configuration information of the second model information device, and adjusting the equivalent configuration information according to the response result. The first prompt word is input into the large language model. The large language model first predicts the equivalent configuration information of the first configuration information (including predicted audio quality parameters and / or predicted image quality parameters), and then adjusts the equivalent configuration information according to the response result to obtain the second configuration information.

[0080] In this embodiment of the application, by utilizing a large language model, the first configuration information can be converted into equivalent configuration information based on the first model information of the source display device and the second model information of the target display device. The equivalent configuration information can then be adjusted according to the response results, which can be applied to situations where the source display device and the target display device are different models of display devices, thereby improving the accuracy of the subsequent audio and video playback / display effects.

[0081] In addition to configuration information, applications can also be cloned. In one possible implementation, the source display device 101 is further configured to obtain attribute information of the application to be cloned within itself; and send the attribute information of the application to be cloned to the target display device 102.

[0082] The target display device 102 is further configured to detect whether it supports the application to be cloned based on the attribute information of the application to be cloned; if it supports the application to be cloned, it installs the application to be cloned; if it does not support the application to be cloned, it uses a large language model to select an application whose function is closest to that of the application to be cloned from the applications supported by the target display device to obtain the target application; and installs the target application.

[0083] The attribute information of the application to be cloned is used to distinguish different applications and may include data such as the name and version number of the application to be cloned. The application to be cloned can be customized according to the actual situation. For example, all applications in the source display device 101 can be used as the application to be cloned, or the user can select a specific application from the applications in the source display device 101, or each native application in the source display device 101 can be used as the application to be cloned. The target display device 102 generates an application list including the attribute information of the applications to be cloned. In one example, the applications to be cloned can be categorized by attribute information. For example, by name, they can be categorized into office, social, and audio / video categories; by version number, they can be categorized into remote control version type, touch version type, etc. In one example, the installation packages of the applications to be cloned in the source display device 101 and the application list can be sent to the target display device 102. The target display device 102 installs the packages according to the attribute information of the applications to be cloned in the application list. When the source display device 101 does not have the installation package for the application to be cloned, the target display device 102 can download the corresponding installation package based on the attribute information.

[0084] If the application to be cloned cannot be installed (the target display device 102 does not support the application to be cloned), the latest version of the application to be cloned is first found in the application market based on its name. If the latest version still cannot be installed on the target display device 102 or an updated version cannot be found, the target display device 102 calls the large language model to analyze the application to be cloned to obtain the functions of the application to be cloned. Then, among the applications supported by the target display device 102, the application with the closest function to the application to be cloned is selected to obtain the target application. The target display device 102 then installs the target application.

[0085] In one example, after finding the target application but before installing it on the target display device 102, the target display device 102 can ask the user an installation question: Application A (the application to be cloned) cannot be installed; can it be replaced with Application B (the target application)? If the user answers yes, application B is installed on the target display device 102. If the user answers no, the installation is abandoned, or a new target application is selected using a large language model. Furthermore, the user's answer can be uploaded to a server, allowing the selection of a target application in subsequent processes to be based on records stored on the server.

[0086] Furthermore, this application embodiment also provides a seamless cloning mode. In one possible implementation, the target display device 102 is further configured to: in seamless cloning mode, in response to a user's cloning exit operation, uninstall the application to be cloned and the target application from the target display device, and restore the configuration information of the target display device. In some scenarios, users may only temporarily use a new display device and need to restore it after use. For example, an employee of company A goes to company B for training, and needs to use company B's display device during the training, and needs to restore company B's display device after the training. To address such scenarios, this application embodiment provides a seamless cloning mode. In seamless cloning mode, the target display device 102 records its own configuration information before cloning. Figure 2 As shown, when the application to be cloned / the target application is opened, the target display device 102 simultaneously starts a background service. This background service monitors the running status of the opened application (the application to be cloned / the target application). After the user exits the application, the background service detects the exit, and the target display device 102 uninstalls the application. Furthermore, it can adjust its own configuration information to the configuration information before cloning. Through the seamless cloning mode, the target display device can be easily restored to its state before cloning, meeting various user needs.

[0087] This application provides an implementation method for application cloning, which allows applications from a source display device to be cloned onto a target display device. Furthermore, when the target display device does not support the applications from the source display device, a large language model can be used to find the closest functional target application among those supported by the target display device and install it, thus meeting the user's application usage needs.

[0088] In scenarios where new devices are used temporarily, in addition to restoring the new device after cloning, enhanced security is also required, i.e., minimizing the amount of data left on the target display device. In one possible implementation, the source display device 101 is further configured to, in a seamless cloning mode and when its resolution differs from that of the target display device 102, obtain its currently displayed page to obtain a first display page; use a large language model to identify each module region in the first display page to obtain structured text for each module region; send the structured text of each module region to the target display device 102; the target display device 102 is further configured to, using a large language model according to its own resolution and the structured text of each module region, generate a second display page and display the second display page; upon receiving a user operation on a specified module region in the second display page, send the user operation and the identifier of the specified module region to the source display device 101; the source display device 101 is further configured to determine the target module region corresponding to the identifier and execute the user operation on the target module region.

[0089] When the source display device 101 and the target display device 102 have the same resolution, in the seamless cloning mode, the source display device 101 can directly send its own displayed page to the target display device 102 for display via screen mirroring; the target display device 102 returns the user operation and the coordinates of the user operation location to the source display device 101. Because the two have the same resolution, the source display device 101 can directly execute the user operation at the corresponding coordinate location.

[0090] When the source display device 101 and the target display device 102 have different resolutions, direct screen mirroring will result in abnormal image display. In this case, if... Figure 3 and Figure 4 As shown, after the user triggers the seamless cloning, the first display page is obtained by selecting the cloned page. A large language model is invoked, and artificial intelligence (AI) technology is used to identify the first display page and its module regions. Each identified module region is analyzed, generating structured text for each region and assigning a corresponding identity (ID) to it. The structured text of a module region serves as a descriptive text used to generate that region, and its display layer can be generated. The source display device 101 sends the structured text of each module region to the target display device 102, which receives the structured text.

[0091] The target display device 102 invokes a large language model and utilizes Artificial Intelligence Generated Content (AIGC) technology to generate display layers for each module area based on the structured text. These display layers are then combined to generate a second display page, which is then rendered. The resolution of the second display page is the same as that of the target display device 102. During the generation of the display layers for each module area, the resolution of the target display device 102 is simultaneously used as input to the large language model, ensuring that the resolution of the second display page is the same as that of the target display device 102. When a user operation is received targeting a specific module area on the second display page, the target display device 102 generates an operation instruction and sends it back to the source display device 101. This operation instruction includes the user operation and the identifier of the specified module area. Upon receiving the operation instruction, the source display device 101 identifies the target module area represented by the identifier and executes the operation instruction for that target module area. After the operation command is executed, the user interface (UI) of the source display device 101 is refreshed, and the latest UI is used as the first display page. The above process is repeated, so that the UI displayed in the target display device 102 is also refreshed.

[0092] In this embodiment, a large language model is used in the source display device to obtain the structured text of each module area based on the first display page. In the target display device, the large language model is used again to generate a second display page based on the structured text of each module area. The resolution of the second display page is the same as that of the target display device. This allows for screen mirroring even when the source and target display devices have different resolutions. Furthermore, the identification of each module area enables transparent transmission of user operations, supporting seamless cloning of display devices with different resolutions. Additionally, the applications from the source display device are not installed on the target display device, resulting in enhanced security.

[0093] Secondly, embodiments of this application provide a display device cloning method, applied to a display device. This display device can be used both as a source display device and as a target display device in the aforementioned display device cloning system. When the display device is used as a source display device, see [link to relevant documentation]. Figure 5 The display device cloning method includes:

[0094] S501, in response to the user's device cloning operation, generates an associated question through a large language model, wherein the associated question is used to ask the user for display device configuration requirements.

[0095] S502, obtain the user's response to the related question, wherein the response includes display device configuration requirements.

[0096] S503, using a large language model to adjust the first configuration information according to the response result to obtain the second configuration information, wherein the first configuration information is the configuration information of the source display device that has been configured.

[0097] S504, the second configuration information is sent to the target display device so that the target display device is configured according to the second configuration information.

[0098] In this embodiment, a related question is generated using a large language model to inquire about the user's display device configuration requirements. The large language model is then used to adjust the first configuration information according to the response to obtain the second configuration information, so that the second configuration information can meet the user's actual configuration requirements. The target display device is configured according to the second configuration information, that is, the target display device is configured according to the user's actual configuration requirements, which can improve the flexibility of display device cloning.

[0099] exist Figure 5 Based on the illustrated embodiment, in one possible implementation, the associated question is also used to ask the user the scene type of the scene in which the display device is located, and the response result also includes the target scene type.

[0100] In this embodiment, the large language model can also adjust the first configuration information according to the target scene type. An adjustment method for each scene type can be pre-set, and adjustments are made according to that method. When the user's display device configuration requirements do not conflict with the adjustment scheme for the target scene type, both are adjusted simultaneously. When the user's display device configuration requirements conflict with the adjustment scheme for the target scene type, the adjustment is prioritized according to the display device configuration requirements. When the response result also includes the target scene type, the first configuration parameters are adjusted according to the target scene type, which can meet the needs of the actual scene type and improve the flexibility of display device cloning.

[0101] In one possible implementation, S503 above, adjusting the first configuration information according to the response result using a large language model to obtain second configuration information, includes:

[0102] Step C1: Obtain the first configuration information of the source display device, the first model information of the source display device, and the second model information of the target display device.

[0103] Step C2: Generate a first prompt word, wherein the first prompt word indicates that the first configuration information is adjusted based on the first model information, the second model information, and the response result.

[0104] Step C3: Input the first prompt word into the large language model to obtain the second configuration information output by the large language model.

[0105] In cases where the source display device and the target display device are different models, the large language model can learn the equivalent relationship of image quality parameters for different models. This learning process includes: obtaining image quality parameters of the first display device when playing first video data to obtain a first image quality parameter; obtaining image quality parameters of the second display device when playing second video data to obtain a second image quality parameter; and obtaining third model information of the first display device and fourth model information of the second display device. Wherein, the first display device and the second display device are different models, and the difference between the display effect of the first video data and the display effect of the second video data is less than a preset image difference threshold; inputting the first image quality parameter, the third model information, and the fourth model information into the large language model to obtain predicted image quality parameters; and adjusting the large language model based on the difference between the predicted image quality parameters and the second image quality parameters.

[0106] For cases where the source display device and the target display device are different models, the large language model can also learn the equivalent relationship of audio quality parameters of different models. This learning process includes: obtaining the audio quality parameters of the first display device when playing the first audio data to obtain the first audio quality parameter; obtaining the audio quality parameters of the second display device when playing the second audio data to obtain the second audio quality parameter; and obtaining the third model information of the first display device and the fourth model information of the second display device, wherein the first display device and the second display device are different models, and the difference between the playback effect of the first audio data and the playback effect of the second audio data is less than a preset audio difference threshold; inputting the first audio quality parameter, the third model information, and the fourth model information into the large language model to obtain the predicted audio quality parameter; and adjusting the large language model according to the difference between the predicted audio quality parameter and the second audio quality parameter.

[0107] In this embodiment of the application, by utilizing a large language model, the first configuration information can be converted into equivalent configuration information based on the first model information of the source display device and the second model information of the target display device. The equivalent configuration information can then be adjusted according to the response results, which can be applied to situations where the source display device and the target display device are different models of display devices, thereby improving the accuracy of the subsequent audio and video playback / display effects.

[0108] In addition to configuration information, applications on the display device can also be cloned. In one possible implementation, in Figure 5 Based on the illustrated embodiment, the method further includes: obtaining attribute information of the application to be cloned in the source display device; and sending the attribute information of the application to be cloned to the target display device.

[0109] After the target display device receives the attribute information of the application to be cloned, it checks whether it supports the application based on this information. If it supports the application, it installs it; otherwise, it uses a large language model to select the application with the closest functionality to the application to be cloned from its supported applications, and then installs the target application.

[0110] This application also provides a traceless cloning mode. In one possible implementation, in... Figure 5 Based on the illustrated embodiment, the method further includes:

[0111] Step D1: In the case of seamless cloning mode and the source display device and the target display device having different resolutions, obtain the first display page of the source display device.

[0112] Step D2: Use a large language model to identify the structured text of each module region in the first display page.

[0113] Step D3: Send the structured text of each module area to the target display device.

[0114] The target display device uses a large language model to generate a second display page based on the structured text of each module area according to its own resolution, and displays the second display page; when it receives a user operation on a specified module area in the second display page, it sends the user operation and the identity identifier of the specified module area to the source display device.

[0115] Step D4: Receive the user operation sent by the target display device and the identity identifier of the module area targeted by the user operation.

[0116] Step D5: Determine the target module region corresponding to the identity identifier, and perform the user operation on the target module region.

[0117] In this embodiment, a large language model is used in the source display device to obtain the structured text of each module area based on the first display page. In the target display device, the large language model is used again to generate a second display page based on the structured text of each module area. The resolution of the second display page is the same as that of the target display device. This allows for screen mirroring even when the source and target display devices have different resolutions. Furthermore, the identification of each module area enables transparent transmission of user operations, supporting seamless cloning of display devices with different resolutions. Additionally, the applications from the source display device are not installed on the target display device, resulting in enhanced security.

[0118] When the display device is used as the target display device, see [link to relevant documentation]. Figure 6 The display device cloning method includes:

[0119] S601, Obtain the second configuration information sent by the source display device.

[0120] The process for generating the second configuration information can be found in [link / reference]. Figure 5 The embodiments shown are not described in detail here.

[0121] S602, Configure the target display device according to the second configuration information.

[0122] In one possible implementation, Figure 6 Based on the illustrated embodiment, the display device cloning method further includes:

[0123] Step E1: Receive the attribute information of the application to be cloned sent by the source display device.

[0124] Step E2: Based on the attribute information of the application to be cloned, detect whether the target display device supports the application to be cloned.

[0125] Step E3: If the target display device supports the application to be cloned, install the application to be cloned on the target display device.

[0126] Step E4: If the target display device does not support the application to be cloned, use a large language model to select the application whose function is closest to that of the application to be cloned from the applications supported by the target display device to obtain the target application; install the target application on the target display device.

[0127] In one example, the method further includes: E5, in the traceless cloning mode, in response to the user's cloning exit operation, uninstalling the application to be cloned and the target application from the target display device, and restoring the configuration information of the target display device.

[0128] This application provides an implementation method for application cloning, which allows applications from a source display device to be cloned onto a target display device. Furthermore, when the target display device does not support the applications from the source display device, a large language model can be used to find the closest functional target application among those supported by the target display device and install it, thus meeting the user's application usage needs.

[0129] In one possible implementation, Figure 6 Based on the illustrated embodiment, the display device cloning method further includes:

[0130] Step F1: Obtain the structured text of each module area sent by the source display device.

[0131] In the seamless cloning mode, and when the source display device and the target display device have different resolutions, the source display device obtains the currently displayed page to get the first display page; it uses a large language model to identify each module area in the first display page to obtain the structured text of each module area; and it sends the structured text of each module area to the target display device.

[0132] Step F2: Using a large language model, generate a second display page based on the structured text of each module region according to the resolution of the target display device, and then display the second display page.

[0133] Step F3: After receiving a user operation on a specified module area in the second display page, the user operation and the identity identifier of the specified module area are sent to the source display device.

[0134] After receiving the user's operation and identity identifier, the source display device determines the module area corresponding to the identity identifier to obtain the target module area, and executes the user operation on the target module area, thereby realizing the transparent transmission of the user operation.

[0135] In this embodiment, a large language model is used in the source display device to obtain the structured text of each module area based on the first display page. In the target display device, the large language model is used again to generate a second display page based on the structured text of each module area. The resolution of the second display page is the same as that of the target display device. This allows for screen mirroring even when the source and target display devices have different resolutions. Furthermore, the identification of each module area enables transparent transmission of user operations, supporting seamless cloning of display devices with different resolutions. Additionally, the applications from the source display device are not installed on the target display device, resulting in enhanced security.

[0136] Thirdly, embodiments of this application provide a display device cloning apparatus applied to a display device. This display device can be used both as a source display device and as a target display device in the aforementioned display device cloning system. When the display device is used as a source display device, see [link to relevant documentation]. Figure 7 The display device cloning device includes:

[0137] The associated question generation module 701 is used to generate associated questions through a large language model in response to the user's device cloning operation, wherein the associated questions are used to ask the user for display device configuration requirements.

[0138] The response result acquisition module 702 is used to acquire the user's response result to the related question, wherein the response result includes display device configuration requirements.

[0139] The configuration information adjustment module 703 is used to adjust the first configuration information according to the response result using a large language model to obtain the second configuration information, wherein the first configuration information is the configuration information of the source display device that has been configured.

[0140] The configuration information sending module 704 is used to send the second configuration information to the target display device so that the target display device is configured according to the second configuration information.

[0141] In this embodiment, a related question is generated using a large language model to inquire about the user's display device configuration requirements. The large language model is then used to adjust the first configuration information according to the response to obtain the second configuration information, so that the second configuration information can meet the user's actual configuration requirements. The target display device is configured according to the second configuration information, that is, the target display device is configured according to the user's actual configuration requirements, which can improve the flexibility of display device cloning.

[0142] exist Figure 7Based on the illustrated embodiment, in one possible implementation, the associated question is also used to ask the user the scene type of the scene in which the display device is located, and the response result also includes the target scene type.

[0143] In one possible implementation, the configuration information adjustment module 703 is specifically used to: obtain first configuration information of the source display device, first model information of the source display device, and second model information of the target display device; generate a first prompt word, wherein the first prompt word indicates that the first configuration information is adjusted based on the first model information, the second model information, and the response result; and input the first prompt word into a large language model to obtain the second configuration information output by the large language model.

[0144] In addition to configuration information, applications on the display device can also be cloned. In one possible implementation, in Figure 7 Based on the illustrated embodiment, the device further includes: an attribute information sending module, used to acquire attribute information of the application to be cloned in the source display device; and to send the attribute information of the application to be cloned to the target display device.

[0145] This application also provides a traceless cloning mode. In one possible implementation, in... Figure 7 Based on the illustrated embodiment, the device further includes: a display page parsing module, configured to: acquire a first display page of the source display device in a seamless cloning mode, where the source display device and the target display device have different resolutions; identify each module region in the first display page using a large language model to obtain structured text for each module region; send the structured text of each module region to the target display device; receive a user operation and an identity identifier of the module region targeted by the user operation sent by the target display device; determine the target module region corresponding to the identity identifier; and execute the user operation for the target module region.

[0146] When the display device is used as the target display device, see [link to relevant documentation]. Figure 8 The display device cloning device includes:

[0147] The configuration information receiving module 801 is used to obtain the second configuration information sent by the source display device.

[0148] The configuration information configuration module 802 is used to configure the target display device according to the second configuration information.

[0149] In one possible implementation, Figure 8 Based on the illustrated embodiment, the display device cloning device further includes:

[0150] An application installation module is configured to receive attribute information of the application to be cloned sent by the source display device; detect whether the target display device supports the application to be cloned based on the attribute information of the application to be cloned; if the target display device supports the application to be cloned, install the application to be cloned on the target display device; if the target display device does not support the application to be cloned, select the application whose function is closest to that of the application to be cloned from the applications supported by the target display device using a large language model to obtain the target application; and install the target application on the target display device.

[0151] In one example, the device further includes an application uninstallation module, configured to, in a traceless cloning mode, uninstall the application to be cloned and the target application from the target display device in response to a user's cloning exit operation, and restore the configuration information of the target display device.

[0152] In one possible implementation, Figure 8 Based on the illustrated embodiment, the display device cloning device further includes: a display page generation module, configured to acquire structured text of each module area sent by the source display device; generate a second display page according to the structured text of each module area based on the resolution of the target display device using a large language model, and display the second display page; and when receiving a user operation on a specified module area in the second display page, send the user operation and the identity identifier of the specified module area to the source display device.

[0153] Fourthly, embodiments of this application provide a display device, such as... Figure 9 As shown, it includes a processor 901, a communication interface 902, a memory 903, and a communication bus 904, wherein the processor 901, the communication interface 902, and the memory 903 communicate with each other through the communication bus 904.

[0154] Memory 903 is used to store computer programs;

[0155] The processor 901, when executing the program stored in the memory 903, implements the display device cloning method described in any of the second aspects of this application.

[0156] The communication bus mentioned in the above electronic devices can be a Peripheral Component Interconnect (PCI) bus or an Extended Industry Standard Architecture (EISA) bus, etc. This communication bus can be divided into address bus, data bus, control bus, etc. For ease of illustration, only one thick line is used to represent it in the diagram, but this does not mean that there is only one bus or one type of bus.

[0157] The communication interface is used for communication between the aforementioned electronic devices and other devices.

[0158] The memory may include random access memory (RAM) or non-volatile memory (NVM), such as at least one disk storage device. Optionally, the memory may also be at least one storage device located remotely from the aforementioned processor.

[0159] The processors mentioned above can be general-purpose processors, including central processing units (CPUs), network processors (NPs), etc.; they can also be digital signal processors (DSPs), application-specific integrated circuits (ASICs), field-programmable gate arrays (FPGAs), or other programmable logic devices, discrete gate or transistor logic devices, or discrete hardware components.

[0160] In another embodiment provided in this application, a computer-readable storage medium is also provided, which stores a computer program that, when executed by a processor, implements the display device cloning method described in any of the second aspects of this application.

[0161] In another embodiment provided in this application, a computer program product containing instructions is also provided, which, when run on a computer, causes the computer to execute the display device cloning method described in any of the second aspects of this application.

[0162] In the above embodiments, implementation can be achieved, in whole or in part, through software, hardware, firmware, or any combination thereof. When implemented in software, it can be implemented, in whole or in part, as a computer program product. The computer program product includes one or more computer instructions. When the computer program instructions are loaded and executed on a computer, all or part of the processes or functions described in the embodiments of this application are generated. The computer can be a general-purpose computer, a special-purpose computer, a computer network, or other programmable device. The computer instructions can be stored in a computer-readable storage medium or transmitted from one computer-readable storage medium to another. For example, the computer instructions can be transmitted from one website, computer, server, or data center to another website, computer, server, or data center via wired (e.g., coaxial cable, fiber optic, digital subscriber line (DSL)) or wireless (e.g., infrared, wireless, microwave, etc.) means. The computer-readable storage medium can be any available medium accessible to a computer or a data storage device such as a server or data center that integrates one or more available media. The available medium can be a magnetic medium (e.g., floppy disk, hard disk, magnetic tape), an optical medium (e.g., DVD), or a semiconductor medium (e.g., a solid-state disk (SSD)).

[0163] It should be noted that, in this document, relational terms such as "first" and "second" are used only to distinguish one entity or operation from another, and do not necessarily require or imply any such actual relationship or order between these entities or operations. Furthermore, the terms "comprising," "including," or any other variations thereof are intended to cover non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements includes not only those elements but also other elements not expressly listed, or elements inherent to such a process, method, article, or apparatus. Without further limitations, an element defined by the phrase "comprising one..." does not exclude the presence of other identical elements in the process, method, article, or apparatus that includes said element.

[0164] The various embodiments in this specification are described in a related manner. Each embodiment focuses on the differences from other embodiments, and the same or similar parts between the various embodiments can be referred to each other.

[0165] The above description is merely a preferred embodiment of this application and is not intended to limit the scope of protection of this application. Any modifications, equivalent substitutions, improvements, etc., made within the spirit and principles of this application are included within the scope of protection of this application.

Claims

1. A display device cloning system, characterized in that, include: A source display device and a target display device, wherein the source display device is configured with first configuration information; The source display device is configured to, in response to a user's device cloning operation, generate an associated question using a large language model, wherein the associated question is used to inquire about the display device configuration requirements from the user; obtain the user's response to the associated question, wherein the response includes the display device configuration requirements; adjust the first configuration information according to the response using the large language model to obtain second configuration information, wherein the first configuration information is the configuration information of the source display device that has been configured; and send the second configuration information to the target display device. The target display device is configured to configure itself according to the second configuration information.

2. The system according to claim 1, characterized in that, The source display device is specifically used to: obtain its own first configuration information, first model information, and second model information of the target display device; generate a first prompt word, wherein the first prompt word indicates that the first configuration information is adjusted based on the first model information, the second model information, and the response result; and input the first prompt word into a large language model to obtain the second configuration information output by the large language model.

3. The system according to claim 1 or 2, characterized in that, The associated question is also used to ask the user the scene type of the display device's location, and the response result also includes the target scene type.

4. The system according to claim 1, characterized in that, The source display device is further configured to: acquire attribute information of the application to be cloned within itself; and send the attribute information of the application to be cloned to the target display device; The target display device is further configured to: detect whether it supports the application to be cloned based on the attribute information of the application to be cloned; and install the application to be cloned if the target display device supports the application to be cloned. If the target display device does not support the application to be cloned, a target application is obtained by using a large language model to select an application whose function is closest to that of the application to be cloned from the applications supported by the target display device; the target application is then installed.

5. The system according to claim 4, characterized in that, The target display device is also used to: in the traceless cloning mode, in response to the user's cloning exit operation, uninstall the application to be cloned and the target application from the target display device, and restore the configuration information of the target display device.

6. The system according to claim 1, characterized in that, The source display device is further configured to: in a seamless cloning mode, and when the resolutions of the source display device and the target display device are different, obtain the page currently displayed by the source display device to obtain a first display page; use a large language model to identify each module region in the first display page to obtain structured text for each module region; and send the structured text of each module region to the target display device. The target display device is further configured to: generate a second display page based on the structured text of each module region according to the resolution of the target display device using a large language model, and display the second display page; when a user operation is received for a specified module region in the second display page, the user operation and the identity identifier of the specified module region are sent to the source display device; The source display device is further configured to: determine the target module area corresponding to the identity identifier, and perform the user operation on the target module area.

7. A method for cloning a display device, characterized in that, The method includes: In response to a user's device cloning operation, a related question is generated using a large language model, wherein the related question is used to ask the user about display device configuration requirements; Obtain the user's response to the related question, wherein the response includes display device configuration requirements; The first configuration information is adjusted according to the response results using a large language model to obtain the second configuration information, wherein the first configuration information is the configuration information of the source display device that has been configured. The second configuration information is sent to the target display device so that the target display device is configured according to the second configuration information.

8. The method according to claim 7, characterized in that, The process of adjusting the first configuration information using a large language model according to the response results to obtain the second configuration information includes: Obtain first configuration information of the source display device, first model information of the source display device, and second model information of the target display device; Generate a first prompt word, wherein the first prompt word indicates that the first configuration information is adjusted based on the first model information, the second model information, and the response result; The first prompt word is input into the large language model to obtain the second configuration information output by the large language model.

9. The method according to claim 7 or 8, characterized in that, The associated question is also used to ask the user the scene type of the display device's location, and the response result also includes the target scene type.

10. The method according to claim 8, characterized in that, The source display device and the target display device are different models of devices, and the configuration information includes image quality parameters. The method further includes: The image quality parameters of the first display device when playing the first video data are obtained to obtain the first image quality parameter, the image quality parameters of the second display device when playing the second video data are obtained to obtain the second image quality parameter, and the third model information of the first display device and the fourth model information of the second display device are obtained, wherein the first display device and the second display device are different models of devices, and the difference between the display effect of the first video data and the display effect of the second video data is less than a preset image difference threshold. The first image quality parameter, the third model information, and the fourth model information are input into the large language model to obtain the predicted image quality parameter; the large language model is adjusted according to the difference between the predicted image quality parameter and the second image quality parameter.

11. The method according to claim 8 or 10, characterized in that, The source display device and the target display device are different models of devices, and the configuration information includes audio quality parameters. The method further includes: The system obtains the first audio quality parameter by acquiring the audio quality parameters of the first display device when playing the first audio data, obtains the second audio quality parameter by acquiring the audio quality parameters of the second display device when playing the second audio data, and obtains the third model information of the first display device and the fourth model information of the second display device. The first display device and the second display device are different models of the device, and the difference between the playback effect of the first audio data and the playback effect of the second audio data is less than a preset audio difference threshold. The first audio quality parameter, the third model information, and the fourth model information are input into the large language model to obtain the predicted audio quality parameter; the large language model is adjusted according to the difference between the predicted audio quality parameter and the second audio quality parameter.

12. The method according to claim 7, characterized in that, The method further includes: In the case of seamless cloning mode, and the source display device and the target display device have different resolutions, the first display page of the source display device is obtained; The structured text of each module region in the first display page is obtained by using a large language model to identify the module regions. The structured text of each of the module regions is sent to the target display device; Receive user operations sent by the target display device and the identity identifier of the module area targeted by the user operations; Determine the target module region corresponding to the identity identifier, and perform the user operation on the target module region.

13. A display device, characterized in that, It includes a processor, a communication interface, a memory, and a communication bus, wherein the processor, the communication interface, and the memory communicate with each other through the communication bus; Memory, used to store computer programs; A processor, when executing a program stored in memory, implements the steps of the method described in any one of claims 7-12.

14. A computer-readable storage medium, characterized in that, The computer-readable storage medium stores a computer program that, when executed by a processor, implements the steps of the method described in any one of claims 7-12.

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