Method and device for applying AI digital human and meta universe technology to cleaning and disinfection field

Abstract

The invention relates to a method and device for applying AI digital human and meta universe technology to the field of cleaning and disinfection. The method comprises the following steps: accessing an AI digital image'secure 'background into a domestic first-line large model service provider, improving the understanding, reasoning and generating capabilities of a large model in the field of daily chemical disinfection through multiple technical means such as base incremental training, supervision fine tuning and engineering optimization, and installing'health +' software. Through comprehensive application of the technical means, the AI digital image'safety 'can better deal with complex problems in the field of daily chemical disinfection, and more accurate and efficient consultation and service are provided. In addition, the'health + 'software also provides shopping, online community and other functions.

Description

Technical Field

[0001] The present disclosure relates to the field of cleaning and disinfection, and in particular to a method and device for applying AI digital humans and metaverse technology to the field of cleaning and disinfection. Background Art

[0002] The "Health+" metaverse is an important trend in human future life.

[0003] However, AI digital humans and metaverse technologies are rarely applied in vertical industries, especially in the field of cleaning and disinfection. The relevant technologies still have the following bottlenecks in the field of cleaning and disinfection:

[0004] Difficulty of technical implementation: The field of cleaning and disinfection requires high-precision technology to achieve disinfection and cleaning, and the application of digital humans and metaverse technology in the field of cleaning and disinfection requires certain technical strength. At present, the relevant technology is not yet fully mature and needs further research and exploration.

[0005] Safety issues: The field of cleaning and disinfection involves people’s health and safety, so the application of digital humans and metaverse technology needs to ensure safety. How to ensure the safety of digital humans and metaverse technology and avoid harm to the environment and human body is a problem that needs to be solved.

[0006] Cost and investment: The cleaning and disinfection field requires a lot of investment and cost to promote and apply digital human and metaverse technology. How to reduce costs, improve investment benefits, and how to attract more investors and partners is a problem that needs to be solved.

[0007] User acceptance: The application of digital humans and metaverse technology in the field of cleaning and disinfection needs to be recognized and accepted by users. How to make users understand and trust digital humans and metaverse technology, and how to provide convenient and easy-to-use services is a problem that needs to be solved. Summary of the invention

[0008] In view of this, the present disclosure proposes a method and device for applying AI digital humans and metaverse technology to the field of cleaning and disinfection to solve the above-mentioned problems.

[0009] On the one hand, this application proposes a method for applying AI digital human and metaverse technology to the field of cleaning and disinfection, including the following steps:

[0010] Through the method of incremental training of the base, that is, by adding new training data to optimize the performance of the model without changing the original model structure, the knowledge base of the large model in the field of daily chemical disinfection has been expanded and deepened;

[0011] By adopting the technical means of supervised fine-tuning, that is, by introducing labeled sample data to conduct targeted training on the model, the reasoning ability of the large model in the field of daily chemical disinfection can be further improved;

[0012] Through engineering optimization methods, involving multiple aspects such as model structure, algorithm selection, and computing resource allocation, the generation capability of large models is improved.

[0013] As an optional implementation scheme of the present application, optionally, the disinfection management function of the method of applying AI digital human and metaverse technology to the field of cleaning and disinfection includes:

[0014] Centrally manage disinfection equipment and connect it to the software for data synchronization;

[0015] Obtaining recorded disinfection data;

[0016] Conduct statistical management of body temperature data;

[0017] Audit and manage disinfection equipment.

[0018] As an optional embodiment of the present application, optionally, the disinfection data includes the number of disinfections, the total duration and the time of the last disinfection.

[0019] As an optional implementation scheme of the present application, optionally, the statistical management function of body temperature data can realize viewing the temperature history record curve change graph.

[0020] As an optional embodiment of the present application, optionally, the disinfection equipment is a disinfection vehicle.

[0021] As an optional implementation scheme of the present application, optionally, the "Health+" software also has the following functions:

[0022] Search function, page display function, product display function, mall order function, online customer service function, user online community function, and personal center function.

[0023] On the other hand, the present application provides a device for implementing any of the above methods for applying AI digital human and metaverse technology to the field of cleaning and disinfection, including:

[0024] Base incremental training module: Through the base incremental training method, that is, without changing the original model structure, the model performance is optimized by adding new training data, and the knowledge base of the large model in the field of daily chemical disinfection is expanded and deepened;

[0025] Supervised fine-tuning module: By adopting the technical means of supervised fine-tuning, that is, by introducing labeled sample data, the model is trained in a targeted manner to further improve the reasoning ability of the large model in the field of daily chemical disinfection;

[0026] Engineering Optimization Module: Through engineering optimization methods, it involves multiple aspects such as model structure, algorithm selection, and computing resource allocation to improve the generation capability of large models.

[0027] As an optional implementation scheme of the present application, optionally, the disinfection management function of the method of applying AI digital human and metaverse technology to the field of cleaning and disinfection includes:

[0028] Synchronization module: centrally manage the disinfection equipment and connect it to the software for data synchronization;

[0029] Data collection module: obtain recorded disinfection data;

[0030] Body temperature data management module: statistical management of body temperature data;

[0031] Equipment management module: audit and manage disinfection equipment.

[0032] In another aspect, the present application provides a control system, comprising:

[0033] processor;

[0034] a memory for storing processor-executable instructions;

[0035] Among them, the processor is configured to implement any of the above-mentioned methods of applying AI digital humans and metaverse technologies to the field of cleaning and disinfection when executing the executable instructions.

[0036] On the other hand, the present application provides a non-volatile computer-readable storage medium having computer program instructions stored thereon. When the computer program instructions are executed by a processor, the application method of the AI ​​digital human technology and metaverse technology described in any of the above items in the field of cleaning and disinfection is implemented.

[0037] Technical effects of the present invention:

[0038] The present invention provides an application method of AI digital human technology and metaverse technology in the field of cleaning and disinfection. The "Health+" metaverse supports disinfection management on mobile phones. It can be bound to disinfection vehicles, temperature guns and other equipment for use. The equipment status is clear at a glance, and detailed disinfection times, duration, last disinfection time and other data can be viewed on the software. Temperature measurement can also be performed, and the temperature history record curve change chart can be viewed on the software. Users can also use this software to connect to the disinfection equipment with one click and perform intelligent settings. The equipment can automatically run at a scheduled time, and users can view the disinfection records at any time. The application of AI digital human and metaverse technology to the cleaning and disinfection industry can produce the following technical effects in addition to establishing a brand image and increasing sales:

[0039] Intelligent disinfection: AI technology can be used to intelligently control the disinfection process and achieve automated disinfection. Digital humans and metaverse technology can simulate the disinfection process, predict and evaluate the disinfection effect, and improve disinfection efficiency and quality.

[0040] Virtual training: Using digital humans and metaverse technology, virtual cleaning and disinfection scenarios can be created for employees to train and simulate operations. This virtual training method can improve employees' safety awareness and operational skills and reduce risks in actual operations.

[0041] Real-time monitoring and early warning: Through digital humans and metaverse technology, the cleaning and disinfection process can be monitored in real time, and abnormal situations can be warned in time. This technology can achieve real-time monitoring, remote control and intelligent management, and improve the efficiency and safety of cleaning and disinfection.

[0042] Personalized services: Using digital humans and metaverse technology, personalized cleaning and disinfection services can be provided according to the needs and preferences of different users. This personalized service can improve user satisfaction and loyalty and promote the sustainable development of the cleaning and disinfection industry.

[0043] In short, the application of AI digital humans and metaverse technology to the cleaning and disinfection industry can improve the efficiency and quality of cleaning and disinfection, reduce the risks in actual operations, and provide more intelligent, personalized, and safe services. BRIEF DESCRIPTION OF THE DRAWINGS

[0044] The accompanying drawings, which are incorporated in and constitute a part of the specification, illustrate exemplary embodiments, features, and aspects of the disclosure and, together with the description, serve to explain the principles of the disclosure.

[0045] Figure 1 A flowchart of the AI ​​training method for the method of applying AI digital human and metaverse technology to the field of cleaning and disinfection;

[0046] Figure 2A schematic diagram of disinfection management and body temperature management according to a specific embodiment of the present invention;

[0047] Figure 3 It is a schematic diagram of other functions of a specific embodiment of the present invention. DETAILED DESCRIPTION

[0048] Various exemplary embodiments, features and aspects of the present disclosure will be described in detail below with reference to the accompanying drawings. The same reference numerals in the accompanying drawings represent elements with the same or similar functions. Although various aspects of the embodiments are shown in the accompanying drawings, the drawings are not necessarily drawn to scale unless otherwise specified.

[0049] The word “exemplary” is used exclusively herein to mean “serving as an example, example, or illustration.” Any embodiment described herein as “exemplary” is not necessarily to be construed as preferred or advantageous over other embodiments.

[0050] In addition, in order to better illustrate the present disclosure, numerous specific details are given in the following specific embodiments. It should be understood by those skilled in the art that the present disclosure can also be implemented without certain specific details. In some examples, methods, means, components and circuits well known to those skilled in the art are not described in detail in order to highlight the subject matter of the present disclosure.

[0051] It should be noted that the "Health +" metaverse is an important trend in human life in the future, but AI digital humans and metaverse technologies are rarely applied in vertical industries, especially in the field of cleaning and disinfection. There are still bottlenecks in the relevant technologies in the field of cleaning and disinfection. First, there are difficulties in technical implementation. The field of cleaning and disinfection requires high-precision technology to achieve disinfection and cleaning. At present, the relevant technology is not yet fully mature; second, there are safety issues. The field of cleaning and disinfection involves people's health and safety. Ensuring the safety of digital humans and metaverse technologies is a problem that needs to be solved; third, cost and investment issues. Reducing costs, improving investment returns, and attracting more investors and partners are problems that need to be solved; fourth, user acceptance issues. How to make users understand and trust the application of digital humans and metaverse technologies in the field of disinfection and cleaning, and how to provide convenient and easy-to-use services, is a problem that needs to be solved. This application aims to use AI digital humans and metaverse technologies to provide convenient and easy-to-use services in the field of disinfection. Specifically, in the solution of this application, the AI ​​digital image "Anxin" will be connected to the domestic first-line big model service provider and installed in the "Health+" software, and then use base incremental training, supervision fine-tuning, engineering optimization and other technical means to enhance the big model's understanding, reasoning and generation capabilities in the field of daily chemical disinfection, and form a disinfection management function. The solution of this application is explained below through specific embodiments.

[0052] Example 1

[0053] like Figures 1 to 3 As shown, the present application provides a method for applying AI digital human and metaverse technology to the field of cleaning and disinfection. The training of AI includes the following steps:

[0054] S100, through the method of incremental training of the base, that is, by adding new training data to optimize the performance of the model without changing the original model structure, the knowledge base of the large model in the field of daily chemical disinfection is expanded and deepened;

[0055] S200, by adopting the technical means of supervised fine-tuning, that is, by introducing labeled sample data, the model is trained in a targeted manner to further improve the reasoning ability of the large model in the field of daily chemical disinfection;

[0056] S300. Through engineering optimization methods involving model structure, algorithm selection, computing resource allocation and other aspects, the generation capability of the large model is improved. By comprehensively considering these factors, the present invention achieves a dual improvement in the efficiency and quality of the large model when generating content.

[0057] Users can manage disinfection and body temperature on their mobile phones in the "Health+" metaverse. They can bind disinfection equipment and temperature gun equipment for use. In the "Health+" software, the relevant data of the disinfection equipment and body temperature data are clear at a glance. Users can view detailed disinfection times, duration, last disinfection time and other data on the software to make disinfection more convenient. They can also view the temperature history record curve change chart. Users can improve their body temperature management capabilities through the software. Through this software, disinfection vehicles can be managed uniformly with one click, and intelligent settings can be made. Disinfection vehicles can be automatically operated at a scheduled time. Users can also view disinfection records at any time, which is convenient for users to manage disinfection vehicles.

[0058] In addition, "Health+" also has the following functions:

[0059] 1. Search function: Users can use the search function to search for the agricultural products they need, and can also get recommendations for popular products through the search box function.

[0060] 2. Page display function: Users can see the homepage banner image, hot-selling product display, coupon purchase, and function navigation bar entrance on the page.

[0061] 3. Product display: Users can see product display, hot-selling product display, promotional product display, coupon purchase, group shopping, and flash sale functions on the page.

[0062] 4. Place an order in the mall: Users add products to the shopping cart, select the delivery address and contact person, and place an order and pay for the purchase directly online through Alipay or WeChat.

[0063] 5. Online Customer Service: Users can communicate with merchants through the mall’s online customer service function to learn more about product attributes and prices.

[0064] 6. User online community: Mini Programs create online communities for users, through which users can communicate with other users online and make more like-minded friends.

[0065] 7. Personal Center: Users can use the Personal Center function to view personal basic information, account passwords, coupons, orders, wallets, logistics inquiries and personal browsing history.

[0066] Example 2

[0067] Furthermore, in another aspect, the present application provides a control system, comprising:

[0068] processor;

[0069] a memory for storing processor-executable instructions;

[0070] Among them, the processor is configured to implement any of the above-mentioned methods of applying AI digital humans and metaverse technologies to the field of cleaning and disinfection when executing the executable instructions.

[0071] The disclosed embodiment of the control system includes a processor and a memory for storing processor executable instructions. The processor is configured to implement any of the above-mentioned methods of applying AI digital human and metaverse technology to the field of cleaning and disinfection when executing the executable instructions.

[0072] Here, it should be noted that the number of processors can be one or more. At the same time, in the control system of the embodiment of the present disclosure, an input device and an output device may also be included. Among them, the processor, memory, input device and output device may be connected through a bus or in other ways, which are not specifically limited here.

[0073] As a computer-readable storage medium, the memory can be used to store software programs, computer executable programs and various modules, such as the program or module corresponding to the method of applying AI digital human and metaverse technology to the field of cleaning and disinfection in the embodiment of the present disclosure. The processor executes various functional applications and data processing of the control system by running the software programs or modules stored in the memory.

[0074] The input device can be used to receive input numbers or signals. The signal can be a key signal related to user settings and function control of the device / terminal / server. The output device can include a display device such as a display screen.

[0075] Example 3

[0076] On the other hand, the present application provides a non-volatile computer-readable storage medium having computer program instructions stored thereon, which, when executed by a processor, implement any of the above-mentioned methods of applying AI digital humans and metaverse technologies to the field of cleaning and disinfection.

[0077] The present disclosure may be a system, a method and / or a computer program product. The computer program product may include a computer-readable storage medium carrying computer-readable program instructions for causing a processor to implement various aspects of the present disclosure.

[0078] A computer-readable storage medium may be a tangible device that can hold and store instructions used by an instruction execution device. A computer-readable storage medium may be, for example, but not limited to, an electrical storage device, a magnetic storage device, an optical storage device, an electromagnetic storage device, a semiconductor storage device, or any suitable combination of the foregoing. More specific examples of computer-readable storage media (a non-exhaustive list) include: a portable computer disk, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), a static random access memory (SRAM), a portable compact disk read-only memory (CD-ROM), a digital versatile disk (DVD), a memory stick, a floppy disk, a mechanical encoding device, such as a punch card or a raised structure in a groove on which instructions are stored, and any suitable combination of the foregoing. As used herein, a computer-readable storage medium is not to be interpreted as a transient signal per se, such as a radio wave or other freely propagating electromagnetic wave, an electromagnetic wave propagating through a waveguide or other transmission medium (e.g., a light pulse through a fiber optic cable), or an electrical signal transmitted through a wire.

[0079] The computer-readable program instructions described herein can be downloaded from a computer-readable storage medium to each computing / processing device, or downloaded to an external computer or external storage device via a network, such as the Internet, a local area network, a wide area network, and / or a wireless network. The network can include copper transmission cables, optical fiber transmissions, wireless transmissions, routers, firewalls, switches, gateway computers, and / or edge servers. The network adapter card or network interface in each computing / processing device receives the computer-readable program instructions from the network and forwards the computer-readable program instructions for storage in the computer-readable storage medium in each computing / processing device.

[0080] The computer program instructions for performing the operation of the present disclosure may be assembly instructions, instruction set architecture (ISA) instructions, machine instructions, machine-related instructions, microcode, firmware instructions, state setting data, or source code or object code written in any combination of one or more programming languages, including object-oriented programming languages, such as Smalltalk, C++, etc., and conventional procedural programming languages, such as "C" language or similar programming languages. Computer-readable program instructions may be executed completely on a user's computer, partially on a user's computer, as an independent software package, partially on a user's computer, partially on a remote computer, or completely on a remote computer or server. In the case of a remote computer, the remote computer may be connected to the user's computer via any type of network, including a local area network (LAN) or a wide area network (WAN), or may be connected to an external computer (e.g., using an Internet service provider to connect via the Internet). In some embodiments, an electronic circuit, such as a programmable logic circuit, a field programmable gate array (FPGA), or a programmable logic array (PLA), may be customized by utilizing the state information of the computer-readable program instructions, and the electronic circuit may execute the computer-readable program instructions, thereby realizing various aspects of the present disclosure.

[0081] Various aspects of the present disclosure are described herein with reference to the flowcharts and / or block diagrams of the methods, devices (systems) and computer program products according to the embodiments of the present disclosure. It should be understood that each box in the flowchart and / or block diagram and the combination of each box in the flowchart and / or block diagram can be implemented by computer-readable program instructions.

[0082] These computer-readable program instructions can be provided to a processor of a general-purpose computer, a special-purpose computer, or other programmable data processing device, thereby producing a machine, so that when these instructions are executed by the processor of the computer or other programmable data processing device, a device that implements the functions / actions specified in one or more boxes in the flowchart and / or block diagram is generated. These computer-readable program instructions can also be stored in a computer-readable storage medium, and these instructions cause the computer, programmable data processing device, and / or other equipment to work in a specific manner, so that the computer-readable medium storing the instructions includes a manufactured product, which includes instructions for implementing various aspects of the functions / actions specified in one or more boxes in the flowchart and / or block diagram.

[0083] Computer-readable program instructions may also be loaded onto a computer, other programmable data processing apparatus, or other device so that a series of operating steps are performed on the computer, other programmable data processing apparatus, or other device to produce a computer-implemented process, thereby causing the instructions executed on the computer, other programmable data processing apparatus, or other device to implement the functions / actions specified in one or more boxes in the flowchart and / or block diagram.

[0084] The flow chart and block diagram in the accompanying drawings show the possible architecture, function and operation of the system, method and computer program product according to multiple embodiments of the present disclosure. In this regard, each square box in the flow chart or block diagram can represent a part of a module, program segment or instruction, and a part of the module, program segment or instruction includes one or more executable instructions for realizing the specified logical function. In some alternative implementations, the function marked in the square box can also occur in a sequence different from that marked in the accompanying drawings. For example, two continuous square boxes can actually be executed substantially in parallel, and they can sometimes be executed in reverse order, depending on the functions involved. It should also be noted that each square box in the block diagram and / or flow chart, and the combination of the square boxes in the block diagram and / or flow chart can be implemented with a dedicated hardware-based system that performs the specified function or action, or can be implemented with a combination of special hardware and computer instructions.

[0085] The embodiments of the present disclosure have been described above, and the above description is exemplary, not exhaustive, and is not limited to the disclosed embodiments. Many modifications and variations will be apparent to those of ordinary skill in the art without departing from the scope and spirit of the described embodiments. The selection of terms used herein is intended to best explain the principles of the embodiments, practical applications, or technical improvements to the technology in the market, or to enable other persons of ordinary skill in the art to understand the embodiments disclosed herein.

Claims

1. A method for applying AI digital human and metaverse technology to the field of cleaning and disinfection, characterized in that: The steps include: Through the method of incremental training of the base, that is, by adding new training data to optimize the performance of the model without changing the original model structure, the knowledge base of the large model in the field of daily chemical disinfection has been expanded and deepened; By adopting the technical means of supervised fine-tuning, that is, by introducing labeled sample data to conduct targeted training on the model, the reasoning ability of the large model in the field of daily chemical disinfection can be further improved; Through engineering optimization methods, involving multiple aspects such as model structure, algorithm selection, and computing resource allocation, the generation capability of large models is improved.

2. The method of applying AI digital human and metaverse technology to the field of cleaning and disinfection according to claim 1, characterized in that: The disinfection management function of the method of applying AI digital human and metaverse technology to the field of cleaning and disinfection includes: Centrally manage disinfection equipment and connect it to the software for data synchronization; Obtaining recorded disinfection data; Conduct statistical management of body temperature data; Audit and manage disinfection equipment.

3. The method of applying AI digital human and metaverse technology to the field of cleaning and disinfection according to claim 2, characterized in that: The disinfection data includes the number of disinfection times, the total duration and the time of the last disinfection.

4. The method of applying AI digital human and metaverse technology to the field of cleaning and disinfection according to claim 2, characterized in that: The statistical management function of the body temperature data can realize the viewing of the temperature history record curve change diagram.

5. The method of applying AI digital human and metaverse technology to the field of cleaning and disinfection according to claim 2, characterized in that: The disinfection equipment is a disinfection vehicle.

6. The method of applying AI digital human and metaverse technology to the field of cleaning and disinfection according to claim 1, characterized in that: The "Health+" software also has the following functions: Search function, page display function, product display function, mall order function, online customer service function, user online community function, and personal center function.

7. A device for implementing the method of applying AI digital human and metaverse technology to the field of cleaning and disinfection as described in any one of claims 1 to 6, characterized in that: include: Base incremental training module: Through the base incremental training method, that is, without changing the original model structure, the model performance is optimized by adding new training data, and the knowledge base of the large model in the field of daily chemical disinfection is expanded and deepened; Supervised fine-tuning module: By adopting the technical means of supervised fine-tuning, that is, by introducing labeled sample data, the model is trained in a targeted manner to further improve the reasoning ability of the large model in the field of daily chemical disinfection; Engineering Optimization Module: Through engineering optimization methods, it involves multiple aspects such as model structure, algorithm selection, and computing resource allocation to improve the generation capability of large models.

8. A device for implementing the disinfection management function of the method of applying AI digital human and metaverse technology to the field of cleaning and disinfection as claimed in claim 2, characterized in that: include: Synchronization module: centrally manage the disinfection equipment and connect it to the software for data synchronization; Data collection module: obtain recorded disinfection data; Body temperature data management module: statistical management of body temperature data; Equipment management module: audit and manage disinfection equipment.

9. A control system, characterized in that: include: processor; a memory for storing processor-executable instructions; Wherein, the processor is configured to implement the method of applying AI digital human and metaverse technology to the field of cleaning and disinfection as described in any one of claims 1 to 6 when executing the executable instructions.

10. A non-volatile computer-readable storage medium having computer program instructions stored thereon, characterized in that: When the computer program instructions are executed by a processor, the method according to any one of claims 1 to 6 is implemented.

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