Device control method, device and storage medium

Abstract

The present application discloses a device control method, device and storage medium, the method comprising the steps of: obtaining the group type of exhibitors; determining the exhibition item display mode corresponding to the group type; and controlling the equipment in the exhibition item to output the display content based on the exhibition item display mode. The present application realizes that before controlling the equipment in the exhibition item to output the display content, the group type of exhibitors is first obtained, and then the equipment is controlled to display the display content according to the exhibition item display mode corresponding to the group type, so that the display content is not fixed, and the display content is related to the group type, thereby avoiding the failure to satisfy the majority of the exhibitors with the displayed content, thereby improving the matching degree between the display content of the exhibit item and the exhibition viewing needs of the exhibitors.

Description

Technical Field

[0001] The present application relates to the field of exhibition hall management and control, and in particular to an equipment management method, equipment and storage medium. Background Art

[0002] At present, the contents displayed in exhibition halls (including science and technology exhibition halls, commercial exhibition halls, etc.) are fixed, while the exhibitors include different groups (at least adults and children), and different groups have different abilities to receive information (that is, different exhibition needs). Displaying fixed contents in exhibition items will make only a small number of groups relatively satisfied with the contents, or all groups will be dissatisfied with the contents. Summary of the invention

[0003] In view of this, the embodiments of the present application provide a device control method, a device, and a storage medium, which aim to improve the matching degree between the display content of the exhibits and the viewing needs of the exhibitors.

[0004] To achieve the above objectives, the present application provides a device control method, which includes:

[0005] Get the group type of exhibitors;

[0006] Determine the exhibition item display mode corresponding to the group type;

[0007] Based on the exhibit display mode, the devices in the exhibit are controlled to output display content.

[0008] Exemplarily, before obtaining the group type of exhibitors, the method includes:

[0009] Obtain thermal data of the exhibit display mode;

[0010] Based on the thermal data, output group type options;

[0011] In response to a selection instruction corresponding to the group type option, the group type of the exhibitors is determined to be the group type corresponding to the selection instruction.

[0012] Exemplarily, the exhibit display modes include a normal mode, a leadership mode and a children's mode.

[0013] Exemplarily, the obtaining of the group type of exhibitors includes:

[0014] Acquiring an image of the exhibitor;

[0015] Inputting the image into a person image recognition model to obtain a model output result;

[0016] Based on the model output results, the group type of the exhibitors is determined.

[0017] Exemplarily, the step of inputting the image into a person image recognition model and obtaining a model output result includes:

[0018] Obtain a preset training data set and an image recognition model of a person to be trained;

[0019] Iteratively training the image recognition model of the person to be trained based on the preset training data set to obtain an updated image recognition model of the person to be trained, and determining whether the updated image recognition model of the person to be trained meets a preset iteration end condition;

[0020] If the updated personnel image recognition model to be trained meets the preset iteration end condition, the updated personnel image recognition model to be trained is used as the personnel image recognition model;

[0021] If the updated image recognition model of the person to be trained does not meet the iteration end condition, return to the iterative training step of the image recognition model of the person to be trained based on the preset training data set until the updated image recognition model of the person to be trained meets the iteration end condition.

[0022] Exemplarily, the device control method further includes:

[0023] Obtain relevant information about the devices in the exhibit; the relevant information includes the number of devices, device functions and real-time status of the devices;

[0024] The relevant information is displayed so that the exhibition hall operation and maintenance personnel can operate and maintain the exhibition hall according to the relevant information.

[0025] Exemplarily, the device control method further includes:

[0026] When a lamp failure is detected in an exhibit, based on a preset response plan, other lamps in the exhibit are controlled to turn on and off in a manner coordinated with the failed lamp, and a reminder message is output to remind the exhibition hall operation and maintenance personnel to repair the lamp.

[0027] Exemplarily, the device control method further includes:

[0028] An input instruction of background information is detected, and an operation control corresponding to the background information is displayed.

[0029] In addition, to achieve the above purpose, the present application also provides a device control device, the device control device comprising:

[0030] The first acquisition module is used to obtain the group type of exhibitors;

[0031] A first determination module is used to determine the exhibition item display mode corresponding to the group type;

[0032] The first control module is used to control the devices in the exhibit item to output the display content based on the exhibit item display mode.

[0033] Exemplarily, the device control apparatus further includes:

[0034] The second acquisition module is used to acquire thermal data of the display mode of the exhibit;

[0035] An output module, for outputting group type options based on the thermal data;

[0036] The second determination module is used to determine, in response to a selection instruction corresponding to the group type option, that the group type of the exhibitors is the group type corresponding to the selection instruction.

[0037] Exemplarily, the exhibit display modes include a normal mode, a leadership mode and a children's mode.

[0038] Exemplarily, the first acquisition module is specifically used for:

[0039] Acquiring an image of the exhibitor;

[0040] Inputting the image into a person image recognition model to obtain a model output result;

[0041] Based on the model output results, the group type of the exhibitors is determined.

[0042] Exemplarily, the first acquisition module is further used for:

[0043] Obtain a preset training data set and an image recognition model of a person to be trained;

[0044] Iteratively training the image recognition model of the person to be trained based on the preset training data set to obtain an updated image recognition model of the person to be trained, and determining whether the updated image recognition model of the person to be trained meets a preset iteration end condition;

[0045] If the updated personnel image recognition model to be trained meets the preset iteration end condition, the updated personnel image recognition model to be trained is used as the personnel image recognition model;

[0046] If the updated image recognition model of the person to be trained does not meet the iteration end condition, return to the iterative training step of the image recognition model of the person to be trained based on the preset training data set until the updated image recognition model of the person to be trained meets the iteration end condition.

[0047] Exemplarily, the device control apparatus further includes:

[0048] The third acquisition module is used to obtain relevant information of the equipment in the exhibition item; the relevant information includes the number of equipment, equipment functions and real-time status of the equipment;

[0049] The first display module is used to display the relevant information so that the exhibition hall operation and maintenance personnel can operate and maintain the exhibition hall according to the relevant information.

[0050] Exemplarily, the device control apparatus further includes:

[0051] The second control module is used to detect a fault in a lamp in an exhibit, and based on a preset response plan, control the other lamps in the exhibit to turn on and off in a manner coordinated with the faulty lamp, and output a reminder message to remind and notify the exhibition hall operation and maintenance personnel to repair the lamp.

[0052] Exemplarily, the device control apparatus further includes:

[0053] The second display module is used to detect the input instruction of the background information and display the operation control corresponding to the background information.

[0054] In addition, to achieve the above-mentioned purpose, the present application also provides a device control device, which includes a memory, a processor, and a device control program stored on the memory and executable on the processor, and when the device control program is executed by the processor, the steps of the device control method described above are implemented.

[0055] In addition, to achieve the above-mentioned purpose, the present application also provides a computer-readable storage medium, on which a device control program is stored, and when the device control program is executed by a processor, the steps of the device control method described above are implemented.

[0056] Compared with the prior art, in which the contents displayed by the exhibits are fixed, resulting in the inability to satisfy the majority of exhibitors with the displayed contents, the present application obtains the group type of the exhibitors; determines the exhibit display mode corresponding to the group type; and controls the equipment in the exhibits to output the displayed contents based on the exhibit display mode. The present application achieves that before controlling the equipment in the exhibits to output the displayed contents, the group type of the exhibitors is first obtained, and then the equipment is controlled to display the displayed contents according to the exhibit display mode corresponding to the group type, so that the displayed contents are not fixed and are related to the group type, thereby avoiding the inability to satisfy the majority of exhibitors with the displayed contents, and further improving the matching degree between the displayed contents of the exhibits and the exhibition viewing needs of the exhibitors. BRIEF DESCRIPTION OF THE DRAWINGS

[0057] Figure 1 It is a flowchart of the first embodiment of the device control method of the present application;

[0058] Figure 2 It is a functional module diagram of a preferred embodiment of the equipment control device of the present application;

[0059] Figure 3 It is a structural diagram of the hardware operating environment involved in the embodiment of the present application.

[0060] The realization of the purpose, functional features and advantages of this application will be further explained in conjunction with embodiments and with reference to the accompanying drawings. DETAILED DESCRIPTION

[0061] It should be understood that the specific embodiments described herein are only used to explain the present application and are not used to limit the present application.

[0062] This application provides a device control method, referring to Figure 1 , Figure 1 This is a flow chart of the first embodiment of the device control method of the present application.

[0063] The present application provides an embodiment of a device control method. It should be noted that although a logical order is shown in the flowchart, in some cases, the steps shown or described may be performed in a different order than that shown here. The device control method may be applied to a terminal.

[0064] For the sake of convenience, the following omits the steps of the device control method described by the execution subject. The device control method includes:

[0065] Step S10, obtaining the group type of the exhibitors.

[0066] It is understandable that the exhibitors visited the exhibition hall, which included multiple exhibits, such as large-screen projection exhibits, folding-screen projection exhibits, and interactive slide screen exhibits.

[0067] Exemplarily, the group types include ordinary user groups, leading user groups, and children user groups, etc. It is understandable that different user groups have different acceptance capabilities or acquisition requirements for the display content in the exhibits, that is, the group types are divided according to the users' acceptance capabilities or acquisition requirements for the display content in the exhibits.

[0068] It should be noted that the general user group has a stronger receptive ability than the child users, so the content does not need to be too detailed. In addition, the general user group is more concerned about the process, that is, the process of achieving the results, compared with the leader user group, while the leader user group is more concerned about the results, that is, the results achieved. For the child users, in addition to the detailed and easy-to-understand content, relevant pictures can also be provided to facilitate the child users to understand the text. Therefore, for the general user group, the display content can be content that tends to briefly describe the process; for the leader user group, the display content can be content that tends to describe the results; for the child user group, the display content can be content that tends to be easy to understand.

[0069] Exemplarily, before obtaining the group type of exhibitors, the method includes:

[0070] Step a, obtaining thermal data of the exhibit display mode.

[0071] Exemplarily, the thermal data reflects the usage frequency of the exhibit display mode. For example, the usage frequency of the general user group is 2 times / month, and the usage frequency of the leading user group is 1 time / month.

[0072] Step b: outputting group type options based on the thermal data.

[0073] Thermal data is used to determine the priority of options corresponding to different group types. It can be understood that the group type options include options corresponding to ordinary user groups, options corresponding to leadership user groups, and options corresponding to children's user groups, etc.

[0074] Exemplarily, the priority determines the display position of the options corresponding to the group type, and the priority is positively correlated with the prominence of the display position, that is, the higher the priority, the higher the prominence, and the lower the priority, the lower the prominence. For example, the priority of the exhibit display mode corresponding to the ordinary user group is higher than the priority of the exhibit display mode corresponding to the leading user group, then the display position of the options corresponding to the ordinary user group is more conspicuous than the display position of the options corresponding to the leading user group. It should be noted that the prominence refers to the convenience for users to obtain the options corresponding to the group type. For example, there are three display positions of "left", "middle" and "right" on the screen for displaying group type options, where the order of prominence is that the display position "middle" is higher than the display position "left", and the display position "left" is higher than the display position "right".

[0075] Exemplarily, the group type options may be output in the form of text on the screen or in the form of voice through a speaker.

[0076] Step c: in response to a selection instruction corresponding to the group type option, determining that the group type of the exhibitors is the group type corresponding to the selection instruction.

[0077] The selection instruction corresponds to the output method of the group type options. For example, if the output method of the group type options is in the form of text, the selection instruction is triggered after the user operates on the screen (for example, by touching the "Leader" button on the screen, it can be determined that the group type selected by the user is the leader user group); or if the output method of the group type options is in the form of voice, the selection instruction is triggered by the user through voice (for example, if the user's voice is received and the voice is "Select Leader", it can be determined that the group type selected by the user is the leader user group).

[0078] Exemplarily, the obtaining of the group type of exhibitors includes:

[0079] Step d, obtaining an image of the exhibitor;

[0080] Step e, inputting the image into a person image recognition model to obtain a model output result;

[0081] Step f: determining the group type of the exhibitors based on the model output results.

[0082] The image must at least reflect the characteristics of the exhibitors, including the complete face (used to determine whether it is a child) and clothing (used to determine whether it is a leader; generally, leaders wear formal clothes).

[0083] Among them, the personnel image recognition model is obtained by iteratively training an untrained personnel image recognition model based on a preset training data set.

[0084] Exemplarily, person image recognition models include AlexNet, VGG19, ResNet_152, InceptionV4, DenseNet, etc.

[0085] Exemplarily, the step of inputting the image into a person image recognition model and obtaining a model output result includes:

[0086] Obtain a preset training data set and an image recognition model of a person to be trained;

[0087] Iteratively training the image recognition model of the person to be trained based on the preset training data set to obtain an updated image recognition model of the person to be trained, and determining whether the updated image recognition model of the person to be trained meets a preset iteration end condition;

[0088] If the updated personnel image recognition model to be trained meets the preset iteration end condition, the updated personnel image recognition model to be trained is used as the personnel image recognition model;

[0089] If the updated image recognition model of the person to be trained does not meet the iteration end condition, return to the iterative training step of the image recognition model of the person to be trained based on the preset training data set until the updated image recognition model of the person to be trained meets the iteration end condition.

[0090] In this embodiment, the image recognition model of the person to be trained is iteratively trained based on the preset training data set to obtain an updated image recognition model of the person to be trained, and it is determined whether the updated image recognition model of the person to be trained meets the preset iteration end condition; if the updated image recognition model of the person to be trained meets the preset iteration end condition, the updated image recognition model of the person to be trained is used as the person image recognition model; if the updated image recognition model of the person to be trained does not meet the iteration end condition, the updated image recognition model of the person to be trained is continuously iteratively trained and updated until the updated image recognition model of the person to be trained meets the iteration end condition. The preset training data set can be obtained from a monitoring sample database, and the monitoring sample database can be image data obtained by monitoring before training.

[0091] Specifically, a preset training data set is obtained from a monitoring sample database, and the image recognition model of the person to be trained is iteratively trained using the preset training data set to obtain an updated image recognition model of the person to be trained, wherein the monitoring sample database stores a number of labeled sample monitoring data. Each time after obtaining the updated image recognition model of the person to be trained, it is determined whether the updated image recognition model of the person to be trained meets the preset iteration end condition. If the updated image recognition model of the person to be trained meets the preset iteration end condition, the iteration ends, and the last updated image recognition model of the person to be trained is used as the person image recognition model; if the updated image recognition model of the person to be trained does not meet the iteration end condition, it means that the updated image recognition model of the person to be trained does not meet the use condition, and the updated image recognition model of the person to be trained continues to be iteratively trained and updated until the updated image recognition model of the person to be trained meets the iteration end condition.

[0092] It should be noted that iterative training is a process of training the image recognition model of the person to be trained multiple times through sample monitoring data. Generally, it takes multiple rounds of training and updating to obtain the person image recognition model from the image recognition model of the person to be trained. It should be noted that the preset iteration end condition is that the iteration ends when the model prediction accuracy of the input person image recognition model to be trained or the updated person image recognition model to be trained reaches the preset accuracy threshold.

[0093] It should be noted that in addition to the preset training data set, a test data set is also needed in the model training process. Similarly, the test data set comes from the monitoring sample database, where the amount of data between the preset training data set and the test data set is in a certain ratio, for example, 10:1.

[0094] It should be noted that, for the iterative training process, in order to improve the sensitivity of the personnel image recognition model, the personnel image recognition model to be trained can be trained multiple times. Specifically, the iterative training process consists of multiple trainings and multiple tests, for example, training 10 times and then testing once, and the training and testing process is repeated until the iteration ends.

[0095] Step S20, determining the exhibition item display mode corresponding to the group type;

[0096] Exemplarily, the exhibit display modes include a normal mode, a leadership mode and a children's mode.

[0097] It can be understood that the normal mode in the exhibition display mode corresponds to the normal user group in the above group types, the leadership mode in the exhibition display mode corresponds to the leadership user group in the above group types, and the child mode in the exhibition display mode corresponds to the child user group in the above group types.

[0098] Exemplarily, according to the characteristics of the above-mentioned ordinary user groups, leadership user groups and children's user groups, the leadership mode corresponding to the leadership user group needs to have a formal atmosphere, including the lighting and the display background of the display content, all of which need to reflect the formality, for example, the lighting is displayed with a single white light, and the display background is the local landmark building; the children's mode corresponding to the children's user group needs to have a lively and cheerful atmosphere, including the lighting and the display background of the display content, all of which need to reflect the liveliness and cheerfulness, for example, the lighting is displayed with multi-color lights, and the display background is cartoon characters; and the ordinary mode corresponding to the ordinary user group does not have too many requirements, and can be set according to actual conditions, and this embodiment does not make specific limitations.

[0099] Step S30: Based on the exhibition item display mode, control the devices in the exhibition item to output display content.

[0100] Exemplarily, the device is a projector, a display, etc.

[0101] Exemplarily, the method further includes:

[0102] Step g, obtaining relevant information of the devices in the exhibit; the relevant information includes the number of devices, device functions and real-time status of the devices.

[0103] For example, in addition to devices for outputting display content, the devices in the exhibit also include lights, speakers, etc. To facilitate users to operate the devices in the exhibit, relevant information of all devices in the exhibit can be presented to users in a visual form.

[0104] It can be understood that the number of devices is the total number of devices in the exhibit, the device function is the function that the device can achieve in the exhibit, and the real-time status of the device is the real-time status of the device (for example, whether the light is on or off).

[0105] Step h, displaying the relevant information so that the exhibition hall operation and maintenance personnel can operate and maintain the exhibition hall according to the relevant information.

[0106] It can be understood that operation and maintenance is the operation and maintenance of the equipment, and the relevant information is displayed through the display on the terminal.

[0107] Exemplarily, the method further includes:

[0108] Step i, when a lamp failure is detected in an exhibit, other lamps in the exhibit are controlled to turn on and off in a manner coordinated with the failed lamp based on a preset response scheme, and a reminder message is output to remind and notify the exhibition hall operation and maintenance personnel to repair the lamp.

[0109] Exemplarily, the preset response plan is an emergency plan, which corresponds to the actual situation. It is understandable that after the lamp fails, the user experience of the exhibit will be reduced, including that the area where the failed lamp is located is darker, affecting the senses, etc.

[0110] For example, the actual situation includes the light is off, the light is flashing, etc. After the light is off, other lights can be controlled to turn off to coordinate with the fault; for example, there are 10 horizontally arranged lights, and the 5th light is off, then all lights with odd arrangement numbers can be controlled to turn off, or all lights with arrangement numbers 1 / 2, 5 / 6, 9 / 10 can be controlled to turn off, etc. When the light is flashing, the light can be turned off first, and then other lights can be controlled to turn off. The specific control scheme is basically the same as the control scheme corresponding to the light being off, and will not be repeated here.

[0111] It can be understood that since the preset response plan is an emergency plan, after the preset response plan is activated, the exhibition hall operation and maintenance personnel should also be notified to repair the lamp.

[0112] Exemplarily, the method further includes:

[0113] Step j, detecting an input instruction of background information and displaying an operation control corresponding to the background information.

[0114] The input command is a command to add a controlled device in the exhibition hall. The input command is input by the user in the background. Currently, after the user inputs the background information in the background, it is necessary to manually create the corresponding operation control in the front end and bind the relationship between the two. In this embodiment, after the input command of the background information is detected, the operation control corresponding to the background information is automatically generated to facilitate the user to use.

[0115] Compared with the prior art, in which the contents displayed by the exhibits are fixed, resulting in the inability to satisfy the majority of exhibitors with the displayed contents, the present application obtains the group type of the exhibitors; determines the exhibit display mode corresponding to the group type; and controls the equipment in the exhibits to output the displayed contents based on the exhibit display mode. The present application achieves that before controlling the equipment in the exhibits to output the displayed contents, the group type of the exhibitors is first obtained, and then the equipment is controlled to display the displayed contents according to the exhibit display mode corresponding to the group type, so that the displayed contents are not fixed and are related to the group type, thereby avoiding the inability to satisfy the majority of exhibitors with the displayed contents, and further improving the matching degree between the displayed contents of the exhibits and the exhibition viewing needs of the exhibitors.

[0116] In addition, the present application also provides a device control apparatus, the apparatus comprising:

[0117] The first acquisition module 10 is used to acquire the group type of the exhibitors;

[0118] A first determination module 20 is used to determine the exhibition item display mode corresponding to the group type;

[0119] The first control module 30 is used to control the devices in the exhibit item to output the display content based on the exhibit item display mode.

[0120] Exemplarily, the device further comprises:

[0121] The second acquisition module is used to acquire thermal data of the display mode of the exhibit;

[0122] An output module, for outputting group type options based on the thermal data;

[0123] The second determination module is used to determine, in response to a selection instruction corresponding to the group type option, that the group type of the exhibitors is the group type corresponding to the selection instruction.

[0124] Exemplarily, the exhibit display modes include a normal mode, a leadership mode and a children's mode.

[0125] Exemplarily, the first acquisition module 10 is specifically used for:

[0126] Acquiring an image of the exhibitor;

[0127] Inputting the image into a person image recognition model to obtain a model output result;

[0128] Based on the model output results, the group type of the exhibitors is determined.

[0129] Exemplarily, the first acquisition module 10 is further used for:

[0130] Obtain a preset training data set and an image recognition model of a person to be trained;

[0131] Iteratively training the image recognition model of the person to be trained based on the preset training data set to obtain an updated image recognition model of the person to be trained, and determining whether the updated image recognition model of the person to be trained meets a preset iteration end condition;

[0132] If the updated personnel image recognition model to be trained meets the preset iteration end condition, the updated personnel image recognition model to be trained is used as the personnel image recognition model;

[0133] If the updated image recognition model of the person to be trained does not meet the iteration end condition, return to the iterative training step of the image recognition model of the person to be trained based on the preset training data set until the updated image recognition model of the person to be trained meets the iteration end condition.

[0134] Exemplarily, the device further comprises:

[0135] The third acquisition module is used to obtain relevant information of the equipment in the exhibition item; the relevant information includes the number of equipment, equipment functions and real-time status of the equipment;

[0136] The first display module is used to display the relevant information so that the exhibition hall operation and maintenance personnel can operate and maintain the exhibition hall according to the relevant information.

[0137] Exemplarily, the device further comprises:

[0138] The second control module is used to detect a fault in a lamp in an exhibit, and based on a preset response plan, control the other lamps in the exhibit to turn on and off in a manner coordinated with the faulty lamp, and output a reminder message to remind and notify the exhibition hall operation and maintenance personnel to repair the lamp.

[0139] Exemplarily, the device further comprises:

[0140] The second display module is used to detect the input instruction of the background information and display the operation control corresponding to the background information.

[0141] The specific implementation methods of the equipment control device of the present application are basically the same as the embodiments of the above-mentioned equipment control method, and will not be repeated here.

[0142] In addition, the present application also provides a device control device. Figure 3 As shown, Figure 3 It is a structural diagram of the hardware operating environment involved in the embodiment of the present application.

[0143] It should be noted that Figure 3 This is a structural diagram of the hardware operating environment of the device control device.

[0144] like Figure 3 As shown, the device control device may include: a processor 3001, such as a CPU, a memory 3005, a user interface 3003, a network interface 3004, and a communication bus 3002. Among them, the communication bus 3002 is used to realize the connection and communication between these components. The user interface 3003 may include a display screen (Display), an input unit such as a keyboard (Keyboard), and the optional user interface 3003 may also include a standard wired interface and a wireless interface. The network interface 3004 may optionally include a standard wired interface and a wireless interface (such as a WI-FI interface). The memory 3005 may be a high-speed RAM memory, or a stable memory (non-volatile memory), such as a disk memory. The memory 3005 may also be a storage device independent of the aforementioned processor 3001.

[0145] Optionally, the device control device may also include an RF (Radio Frequency) circuit, a sensor, an audio circuit, a WiFi module, and the like.

[0146] Those skilled in the art will understand that Figure 3 The device control device structure shown in the figure does not constitute a limitation on the device control device, and may include more or fewer components than shown in the figure, or combine certain components, or arrange the components differently.

[0147] like Figure 3 As shown, the memory 3005 as a computer storage medium may include an operating system, a network communication module, a user interface module, and a device management and control program. Among them, the operating system is a program that manages and controls the hardware and software resources of the device management and control device, and supports the operation of the device management and control program and other software or programs.

[0148] exist Figure 3In the device control device shown, the user interface 3003 is mainly used to connect to the terminal and communicate data with the terminal, such as receiving user signaling data sent by the terminal; the network interface 3004 is mainly used for the background server and communicates data with the background server; the processor 3001 can be used to call the device control program stored in the memory 3005 and execute the steps of the device control method as described above.

[0149] The specific implementation methods of the device control device of the present application are basically the same as the embodiments of the above-mentioned device control method, and will not be repeated here.

[0150] In addition, an embodiment of the present application further proposes a computer-readable storage medium, on which a device control program is stored. When the device control program is executed by a processor, the steps of the device control method described above are implemented.

[0151] The specific implementation methods of the computer-readable storage medium of the present application are basically the same as the embodiments of the above-mentioned device management and control method, and will not be repeated here.

[0152] In addition, to achieve the above-mentioned purpose, the present application also provides a computer program product, including: a computer program, which implements the steps of the device management and control method as described above when executed by a processor.

[0153] The specific implementation methods of the computer program product of the present application are basically the same as the embodiments of the above-mentioned device control method, and will not be repeated here.

[0154] It should be noted that, in this article, the terms "include", "comprises" or any other variations thereof are intended to cover non-exclusive inclusion, so that a process, method, article or device including a series of elements includes not only those elements, but also other elements not explicitly listed, or also includes elements inherent to such process, method, article or device. In the absence of further restrictions, an element defined by the sentence "comprises a ..." does not exclude the existence of other identical elements in the process, method, article or device including the element.

[0155] The serial numbers of the above-mentioned embodiments of the present application are for description only and do not represent the advantages or disadvantages of the embodiments.

[0156] Through the description of the above implementation methods, those skilled in the art can clearly understand that the above-mentioned embodiment methods can be implemented by means of software plus a necessary general hardware platform, and of course by hardware, but in many cases the former is a better implementation method. Based on this understanding, the technical solution of the present application, or the part that contributes to the prior art, can be embodied in the form of a software product, which is stored in a storage medium (such as ROM / RAM, magnetic disk, optical disk), including: a number of instructions for a terminal device (which can be a mobile phone, computer, server, device, or network device, etc.) to execute the methods described in each embodiment of the present application.

[0157] The above are only preferred embodiments of the present application, and are not intended to limit the patent scope of the present application. Any equivalent structure or equivalent process transformation made using the contents of the present application specification and drawings, or directly or indirectly applied in other related technical fields, are also included in the patent protection scope of the present application.

Claims

1. A device control method, characterized in that: The device control method comprises the following steps: Get the group type of exhibitors; Determine the exhibition item display mode corresponding to the group type; Based on the display mode of the exhibit item, control the devices in the exhibit item to output the display content; The device control method further includes: When a lamp failure is detected in an exhibit, based on a preset response plan, other lamps in the exhibit are controlled to turn on and off in a manner coordinated with the failed lamp, and a reminder message is output to remind the exhibition hall operation and maintenance personnel to repair the lamp.

2. The device control method according to claim 1, characterized in that: Before obtaining the group type of exhibitors, include: Obtain thermal data of the exhibit display mode; Based on the thermal data, output group type options; In response to a selection instruction corresponding to the group type option, the group type of the exhibitors is determined to be the group type corresponding to the selection instruction.

3. The device control method according to claim 1, characterized in that: The exhibit display modes include a normal mode, a leadership mode and a children's mode.

4. The device control method according to claim 1, characterized in that: The group types of exhibitors obtained include: Acquiring an image of the exhibitor; Inputting the image into a person image recognition model to obtain a model output result; Based on the model output results, the group type of the exhibitors is determined.

5. The device control method according to claim 4, characterized in that: Before inputting the image into the person image recognition model and obtaining the model output result, the method includes: Obtain a preset training data set and an image recognition model of a person to be trained; Iteratively training the image recognition model of the person to be trained based on the preset training data set to obtain an updated image recognition model of the person to be trained, and determining whether the updated image recognition model of the person to be trained meets a preset iteration end condition; If the updated personnel image recognition model to be trained meets the preset iteration end condition, the updated personnel image recognition model to be trained is used as the personnel image recognition model; If the updated image recognition model of the person to be trained does not meet the iteration end condition, return to the iterative training step of the image recognition model of the person to be trained based on the preset training data set until the updated image recognition model of the person to be trained meets the iteration end condition.

6. The device control method according to claim 1, characterized in that: The method further comprises: Obtain relevant information about the devices in the exhibit; the relevant information includes the number of devices, device functions and real-time status of the devices; The relevant information is displayed so that the exhibition hall operation and maintenance personnel can operate and maintain the exhibition hall according to the relevant information.

7. The device control method according to claim 1, characterized in that: The device control method further includes: An input instruction of background information is detected, and an operation control corresponding to the background information is displayed.

8. A device control device, characterized in that: The device control device includes a memory, a processor, and a device control program stored in the memory and executable on the processor. When the device control program is executed by the processor, the steps of the device control method according to any one of claims 1 to 7 are implemented.

9. A computer-readable storage medium, characterized in that: The computer-readable storage medium stores a device control program, and when the device control program is executed by the processor, the steps of the device control method according to any one of claims 1 to 7 are implemented.

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