Industrial model training management device and management method thereof

Abstract

The invention discloses an industry model training management device and a management method thereof, and relates to the technical field of AI model training management.The industry model training management device comprises a power distribution base, an image recognition table is installed above the power distribution base, and a storage rotary table is installed in the middle of the upper portion of the image recognition table; the device comprises an image recognition table, supporting columns are installed at the four corners of the upper portion of the image recognition table, a processing table base is installed above the supporting columns, an image acquisition base table is installed at the lower end of the processing table base, a processing device shell is installed above the processing table base, and a processing mechanism is installed in the processing device shell. The processing mechanism comprises a carrying table, two paper feeding mechanisms, a limiting and guiding mechanism, an ink jetting mechanism and an ink box, and the two paper feeding mechanisms are both installed above the carrying table. According to the scheme, the problem that an existing AI training management system lacks a device which effectively applies an AI model to meet industry requirements is solved.

Description

Technical Field

[0001] The present invention relates to the technical field of AI model training management, and specifically to an industry model training management device and a management method thereof. Background Art

[0002] In the development of artificial intelligence, model training is a crucial link. AI model training involves the processing, analysis and application of a large amount of data, and the quality, security and compliance of the data directly affect the effectiveness and reliability of the training results. With the increasing amount of data and the increasing attention to privacy protection and data security, how to effectively train AI models while ensuring data security and privacy has become an important technical challenge.

[0003] Existing AI model training systems, such as announcement number CN117892324A, are named an AI model training and data management system and method, which include the following modules: a data demander module, used to register demand and select data sets in the sample market; a data provider module, used to register data assets in accordance with compliance rules and provide encrypted data; an AI model training environment module, which provides computing resources, data standardization and training scheduling; a regulator module, which is used to conduct compliance reviews of data sets and training results; a data matching and contract formation module, which is used to coordinate demand and supply between data providers and data demanders, and to form formal transaction orders and contracts.

[0004] However, the current AI training management system lacks a device for effectively applying AI models to meet industry needs; therefore, we propose an industry model training management device and its training method to solve the above problems. Summary of the invention

[0005] The purpose of the present invention is to provide an industry model training management device and a management method thereof to solve the problem that the existing AI training management system proposed in the above background technology lacks a device for effectively applying AI models to meet industry needs.

[0006] To achieve the above-mentioned objectives, the present invention provides the following technical solutions: an industry model training management device, comprising a power distribution base, an image recognition platform is installed above the power distribution base, a storage turntable is installed at the middle position above the image recognition platform, support columns are installed at the four corners above the image recognition platform, a processing platform base is installed above the support columns, an image acquisition base is installed at the lower end of the processing platform base, a processing device shell is installed above the processing platform base, a processing mechanism is installed inside the processing device shell, the processing mechanism includes a carrier, a paper feeding mechanism, a limit guide mechanism, an inkjet mechanism and an ink cartridge, two paper feeding mechanisms are provided, and the two paper feeding mechanisms are installed above the carrier, the rear ends of the two paper feeding mechanisms are provided with limit guide mechanisms, an inkjet mechanism is installed between the limit guide mechanism and the paper feeding mechanism at the rear end position, and the ink cartridge is installed behind the inkjet mechanism.

[0007] Preferably, the paper feeding mechanism includes a support plate and a supporting plate, the support plate is installed on both sides of the supporting plate, a feed roller is installed between the support plates on both sides, and the upper end of the feed roller extends to the outside of the supporting plate, a driven gear is installed at one end of the feed roller of one of the paper feeding mechanisms, a driven pulley is provided on one side of the driven gear, and a driving gear meshing with the driven gear is provided on the inner side of the driven pulley, an asynchronous motor is provided on one side of the driven pulley, a driving pulley is installed at the output end of the asynchronous motor, and the driving pulley is connected to the driven pulley through a transmission belt, and a first pulley is installed at the other end of the feed rollers of the two paper feeding mechanisms, and the first pulleys are connected through a first belt transmission.

[0008] Preferably, the limit guide mechanism includes a two-way guide rail, a forward screw rod and a reverse screw rod are installed inside the two-way guide rail, and one end of the forward screw rod is fixedly connected to the reverse screw rod, a bearing plate is installed at the connection between the forward screw rod and the reverse screw rod, the forward screw rod and the reverse screw rod are both transmission-connected with sliders, the sliders of the forward screw rod and the reverse screw rod are both installed with L-shaped guide plates, and the L-shaped guide plates are arranged opposite to each other, a transition wheel is installed below the L-shaped guide plate, the transition wheel is rotatably connected to the slider, and the upper end of the transition wheel extends to the outside of the L-shaped guide plate, a belt drive cover is installed at one end of the forward screw rod of one of the limit guide mechanisms, a stepping motor is installed at one end of the belt drive cover, a second pulley is installed at one end of the reverse screw rods of the two limit guide mechanisms, and the second pulleys are connected by a second belt drive.

[0009] Preferably, the inkjet mechanism includes a bracket and a belt guide rail, the bracket is installed at the bottom of both sides of the belt guide rail, a driven pulley is installed at one end of the belt guide rail, a driving pulley is installed at the other end of the belt guide rail, a second servo motor is installed at the lower end of the driving pulley, and the output end of the second servo motor is transmission-connected to the driving pulley, the driving pulley and the driven pulley are transmission-connected by a transmission belt, a guide column is installed at the front end of the belt guide rail, a slide is slidably connected to the guide column, and the rear end of the slide is transmission-connected to the transmission belt, an inkjet head is installed at the front end of the slide, and four inkjet heads are provided.

[0010] Preferably, the colors of ink stored in the inkjet head are cyan, magenta, yellow and black respectively, a plurality of nozzles are arranged at the lower end of the inkjet head, a heating resistor is installed at the upper end of each nozzle, and the inkjet head is connected to the ink cartridge through a pipe.

[0011] Preferably, a camera transmission seat is installed in front of the lower end of the image acquisition base, a first camera is installed at the lower end of the camera transmission seat, an AI interactive display screen is installed at the front end of the camera transmission seat, a second camera is installed at the middle position of the lower end of the image acquisition base, and voice broadcast modules are provided on both sides of the camera transmission seat.

[0012] Preferably, a paper inlet is provided at the rear end of the processing device shell, a material guide plate is installed on the outer wall of the paper inlet, a paper outlet is provided at the front end of the processing device shell, a cover plate is installed at the upper end of the processing device shell, the rear end of the cover plate is rotatably connected to the processing device shell through a second hinge, and a handle is installed above the front end of the cover plate.

[0013] Preferably, the storage turntable includes a turntable and a transmission seat, the turntable is installed above the transmission seat, an annular gear is installed on the bottom surface of the turntable, a first servo motor is installed on one side inside the transmission seat, a gear is installed on the output end of the first servo motor, and the output end of the first servo motor is connected to the annular gear through a gear meshing transmission.

[0014] Preferably, a plurality of heat dissipation louvers are provided on both sides of the distribution base, a cabinet door is installed at the front end of the distribution base, one side of the cabinet door is rotatably connected to the distribution base through a first hinge, and the other side of the cabinet door is locked and connected to the distribution base through a pop-up lock, and shock-absorbing pads are installed at the four corners of the lower end of the distribution base.

[0015] Preferably, a management method of an industry model training management device comprises the following steps:

[0016] Step 1: Download the AI ​​model to the built-in control module of the model training management device based on the cloud AI model training platform. The AI ​​model training platform includes a login interface, a main interface and a navigation bar, a console, a model management interface, a material management interface, a training management interface, a data report interface, and a user management interface;

[0017] Step 2: Based on the downloaded AI model type, the AI ​​interactive display screen interacts with the device, the interaction with AI is realized based on the image acquisition module and the voice broadcast module, and the industry task is completed through the processing mechanism.

[0018] Compared with the prior art, the present invention has the following beneficial effects:

[0019] (1) The present invention can download the AI ​​model of the corresponding industry to the device based on the cloud AI platform, control the device with the AI ​​interactive display screen, and realize interaction with AI based on the image acquisition module and the voice broadcast module. According to the needs of different industries, the industry tasks can be further completed through the processing mechanism, which solves the problem that the existing AI training management system lacks a device for effectively applying AI models to meet industry needs.

[0020] (2) The processing mechanism of the present invention has a certain degree of adjustability and is not limited to the processing of files of a single industry and a single specification. It has high flexibility and versatility. BRIEF DESCRIPTION OF THE DRAWINGS

[0021] Figure 1 It is a schematic diagram of the overall structure of the present invention;

[0022] Figure 2 This is a schematic diagram of the bamboo braided support structure of the present invention;

[0023] Figure 3 It is a schematic diagram of the transmission shaft and the extended outer rod structure of the present invention;

[0024] Figure 4 It is a schematic diagram of a partial structure enlargement of an industry model training management device of the present invention;

[0025] Figure 5 It is a schematic diagram of the structure of the reset frame and the pressing plate of the present invention;

[0026] In the figure: 1, power distribution base; 101, heat dissipation shutter; 102, cabinet door; 103, first hinge; 104, bounce lock; 105, shock-absorbing foot pad; 2, image recognition table; 3, storage turntable; 301, turntable; 302, transmission seat; 303, annular gear plate; 304, first servo motor; 305, gear; 4, support column; 5, processing table base; 6, processing device housing; 601, inlet Paper outlet; 602, guide plate; 603, cover plate; 604, second hinge; 605, handle; 606, paper outlet; 7, handling mechanism; 701, carrier; 702, paper feeding mechanism; 7021, support plate; 7022, support plate; 7023, driven gear; 7024, driven pulley; 7025, asynchronous motor; 7026, transmission belt; 7027, feeding roller; 7028, The first pulley; 7029, the first belt; 703, the limit guide mechanism; 7031, the two-way guide rail; 7032, the second pulley; 7033, the second belt; 7034, the forward screw; 7035, the reverse screw; 7036, the slider; 7037, the L-shaped guide plate; 7038, the transition wheel; 7039, the belt drive cover; 7040, the stepping motor; 704, the inkjet mechanism; 7041, the bracket; 7042, the belt guide; 7043, the driven pulley; 7044, the driving pulley; 7045, the second servo motor; 7046, the transmission belt; 7047, the guide column; 7048, the slide; 7049, the inkjet head; 705, the ink cartridge; 8, the image acquisition base; 801, the camera transmission seat; 802, the first camera; 803, the AI ​​interactive display screen; 804, the second camera. DETAILED DESCRIPTION

[0027] The technical solutions in the embodiments of the present invention will be described clearly and completely below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, rather than all the embodiments.

[0028] See also Figure 1-5An embodiment of the present invention is as follows: an industry model training management device comprises a power distribution base 1, an image recognition platform 2 is installed above the power distribution base 1, a storage turntable 3 is installed at the middle position above the image recognition platform 2, support columns 4 are installed at the four corners above the image recognition platform 2, a processing platform base 5 is installed above the support columns 4, an image acquisition base 8 is installed at the lower end of the processing platform base 5, a processing device shell 6 is installed above the processing platform base 5, and a processing device shell 6 is installed inside the processing device shell 6. Mechanism 7, the processing mechanism 7 includes a platform 701, a paper feeding mechanism 702, a limiting guide mechanism 703, an inkjet mechanism 704 and an ink cartridge 705. Two paper feeding mechanisms 702 are provided, and the two paper feeding mechanisms 702 are both installed above the platform 701. The rear ends of the two paper feeding mechanisms 702 are provided with a limiting guide mechanism 703. The inkjet mechanism 704 is installed between the limiting guide mechanism 703 located at the rear end position and the paper feeding mechanism 702, and the ink cartridge 705 is installed behind the inkjet mechanism 704.

[0029] See also Figure 3 and Figure 4 The paper feeding mechanism 702 includes a support plate 7021 and a supporting plate 7022. The support plate 7021 is installed on both sides of the supporting plate 7022. A feeding roller 7027 is installed between the support plates 7021 on both sides, and the upper end of the feeding roller 7027 extends to the outside of the supporting plate 7022. A driven gear 7023 is installed at one end of the feeding roller 7027 of a paper feeding mechanism 702. A driven pulley 7024 is provided on one side of the driven gear 7023, and a driving gear meshing with the driven gear 7023 is provided on the inner side of the driven pulley 7024. An asynchronous motor 7025 is provided on one side of the driven pulley 7024. A driving pulley is installed on the output end of the asynchronous motor 7025, and the driving pulley passes through The transmission belt 7026 is connected to the driven pulley 7024 in transmission connection. The other ends of the feed rollers 7027 of the two paper feeding mechanisms 702 are both installed with first pulleys 7028. The first pulleys 7028 are connected to each other through a first belt 7029. The asynchronous motor 7025 can drive the driving gear to rotate through the belt transmission mechanism, so that it is transmitted with the driven gear 7023, and drives the feed roller 7027 of one of the paper feeding mechanisms 702 to rotate. When one paper feeding mechanism 702 is driven, it can drive the other paper feeding mechanism 702 to run synchronously through the transmission action of the first pulley 7028 and the first belt 7029, thereby realizing the transfer of paper from the paper inlet 601 and the paper outlet 606.

[0030] See also Figure 3 and Figure 4The limiting guide mechanism 703 includes a two-way guide rail 7031, a forward screw rod 7034 and a reverse screw rod 7035 are installed inside the two-way guide rail 7031, and one end of the forward screw rod 7034 is fixedly connected to the reverse screw rod 7035, a bearing sheet is installed at the connection between the forward screw rod 7034 and the reverse screw rod 7035, and a slider 7036 is transmission-connected to the forward screw rod 7034 and the reverse screw rod 7035. L-shaped guide plates 7037 are installed on the sliders 7036 of the forward screw rod 7034 and the reverse screw rod 7035, and the L-shaped guide plates 7037 are arranged opposite to each other, and a transition wheel 7038 is installed below the L-shaped guide plate 7037, and the transition wheel 7038 is rotatably connected to the slider 7036, and the upper end of the transition wheel 7038 extends To the outside of the L-shaped guide plate 7037, a forward screw rod 7034 of a limit guide mechanism 703 is installed with a belt drive cover 7039 at one end, and a stepper motor 7040 is installed at one end of the belt drive cover 7039. The reverse screw rods 7035 of the two limit guide mechanisms 703 are installed with a second pulley 7032 at one end, and the second pulleys 7032 are connected by a second belt 7033. The stepper motor 7040 can drive the forward screw rod 7034 and the reverse screw rod 7035 in the two-way guide rail 7031 to rotate under the action of the transmission mechanism, so that the sliders 7036 on the forward screw rod 7034 and the reverse screw rod 7035 move relative to each other, thereby adjusting the spacing of the L-shaped guide plates 7037 to adapt to the feeding of papers of different specifications.

[0031] See also Figure 3 and Figure 4 The inkjet mechanism 704 includes a bracket 7041 and a belt guide 7042. The bracket 7041 is installed below both sides of the belt guide 7042. A driven pulley 7043 is installed at one end of the belt guide 7042, and a driving pulley 7044 is installed at the other end of the belt guide 7042. A second servo motor 7045 is installed at the lower end of the driving pulley 7044, and the output end of the second servo motor 7045 is transmission-connected to the driving pulley 7044. The driving pulley 7044 and the driven pulley 7043 are transmission-connected through a transmission belt 7046. A guide post 7047 is installed at the front end of the belt guide 7042. A slide 7048 is slidably connected to the upper surface of the slide 7048, and the rear end of the slide 7048 is transmission-connected to the transmission belt 7046. An inkjet head 7049 is installed at the front end of the slide 7048, and four inkjet heads 7049 are provided. The colors of ink stored in the inkjet heads 7049 are cyan, magenta, yellow and black respectively. A plurality of nozzles are provided at the lower end of the inkjet head 7049, and a heating resistor is installed at the upper end of each nozzle. The inkjet head 7049 is connected to the ink cartridge 705 through a pipeline. The inkjet mechanism 704 is a traditional inkjet printing mechanism, which can realize the correction, revision and regular printing of documents based on the feedback structure of the AI ​​model.

[0032] See also Figure 1 and Figure 2 A camera transmission seat 801 is installed in front of the lower end of the image acquisition base 8, a first camera 802 is installed at the lower end of the camera transmission seat 801, an AI interactive display screen 803 is installed at the front end of the camera transmission seat 801, and a second camera 804 is installed in the middle position of the lower end of the image acquisition base 8. Voice broadcast modules are arranged on both sides of the camera transmission seat 801. The camera transmission seat 801 can control the horizontal and vertical transmission of the first camera 802. When a person interacts with AI through the AI ​​model, the camera transmission seat 801 controls the first camera 802 to face the direction of the person to collect the person's movements and facial information, so that AI can better recognize information, and cooperate with the voice broadcast module to realize the interactive communication between people and AI.

[0033] See also Figure 1 and Figure 2 A paper inlet 601 is provided at the rear end of the processing device shell 6, a material guide plate 602 is installed on the outer wall of the paper inlet 601, a paper outlet 606 is provided at the front end of the processing device shell 6, a cover plate 603 is installed at the upper end of the processing device shell 6, the rear end of the cover plate 603 is rotatably connected to the processing device shell 6 through a second hinge 604, a handle 605 is installed above the front end of the cover plate 603, and the processing device shell 6 adopts an open cover structure, which is convenient for maintenance of internal components and later addition of ink.

[0034] See also Figure 1 and Figure 5 The object turntable 3 includes a turntable 301 and a transmission seat 302. The turntable 301 is installed above the transmission seat 302. An annular gear plate 303 is installed on the bottom surface of the turntable 301. A first servo motor 304 is installed on one side inside the transmission seat 302. A gear 305 is installed on the output end of the first servo motor 304, and the output end of the first servo motor 304 is meshed and connected with the annular gear plate 303 through the gear 305. When it is necessary to collect an image of an object, the object can be placed on the object turntable 3, and the camera transmission seat 801 controls the first camera 802 to face the direction of the object, and cooperates with the rotation of the object and the vertically arranged second camera 804 to achieve a comprehensive scan of the object, which is convenient for subsequent AI model recognition and analysis.

[0035] See also Figure 1 A plurality of heat dissipation louvers 101 are arranged on both sides of the distribution base 1, a cabinet door 102 is installed at the front end of the distribution base 1, one side of the cabinet door 102 is rotatably connected to the distribution base 1 through a first hinge 103, and the other side of the cabinet door 102 is locked and connected to the distribution base 1 through a bounce lock 104, and shock-absorbing foot pads 105 are installed at the four corners of the lower end of the distribution base 1.

[0036] See also Figure 1-5 , a management method of an industry model training management device, comprising the following steps:

[0037] Step 1: Download the AI ​​model to the built-in control module of the model training management device based on the cloud AI model training platform. The AI ​​model training platform includes a login interface, a main interface and a navigation bar, a console, a model management interface, a material management interface, a training management interface, a data report interface, and a user management interface;

[0038] The login interface is implemented by entering the correct user name and password to enter the main interface of the platform.

[0039] The main interface and navigation bar can be used to guide you to the console, model management interface, material management interface, training management interface, data report interface, and user management interface.

[0040] The console page provides basic information and operation instructions of the platform:

[0041] Work calendar: displays current work schedule and events;

[0042] Model training process: detailed introduction to the steps and process of model training;

[0043] Model index: displays the running status and performance index of the model;

[0044] Announcement: Publish the latest notifications and update information of the platform;

[0045] Help Links: Provides user manuals, FAQs, and other help resources.

[0046] The model management interface includes:

[0047] Model list: displays the names, industries and functional descriptions of all models;

[0048] Model Association: View and edit the model's association information, including model name, model category, customer account number, customer name, and creation time.

[0049] The material management interface includes:

[0050] Material list: displays the number, customer account, customer name, material address, material size, category and usage count of all materials;

[0051] Material uploading and editing: supports users to upload new materials and edit the information of existing materials.

[0052] The training management interface includes:

[0053] Training list: displays the number, material number, model name, model type, customer name, training duration, and training data of all training tasks;

[0054] Training task creation and monitoring: Users can create new training tasks and monitor training progress and results in real time.

[0055] The report statistics function provides detailed model training data analysis, including training number, material number, model name, model type, customer name, training time, training data, model delay and recognition rate, etc. Users can use this data to evaluate the performance of the model and optimize the training strategy.

[0056] The user management function is used to manage user accounts and roles on the platform:

[0057] User list: Displays account information of all users.

[0058] Role List: Define and manage different user roles and their permissions.

[0059] User and role management: Assign roles to users and control their operating permissions on the platform.

[0060] Step 2: Based on the downloaded AI model type, the AI ​​interactive display screen 803 interacts with the device, interacts with the AI ​​based on the image acquisition module and the voice broadcast module, and completes the industry task through the processing unit 7.

[0061] Based on step 2, the applicable industry cases are as follows:

[0062] Example 1

[0063] Based on the cloud AI model training platform, the education industry model is downloaded to the device. The teacher can complete the examination paper grading work based on the AI ​​model and the processing mechanism 7. The specific process is to place the completed examination paper on the storage turntable 3, start the acquisition module on the image acquisition base 8, collect the pages of the examination paper, and feed back the collected information to the AI ​​training model. The AI ​​training model recognizes and corrects the collected page information based on the training results, and feeds back the results to the processing mechanism 7 after completion. The processing mechanism 7 drives the limit guide mechanism 703 to operate based on the feedback information to adapt to examination papers of different specifications. After that, the teacher puts the examination paper along the paper inlet 601. Under the action of the limit guide mechanism 703 and the paper feeding mechanism 702, the examination paper passes through the inkjet mechanism 704 and moves to the paper outlet 606. During the process, the inkjet mechanism 704 prints the AI ​​grading results on the examination paper to realize the automatic grading of paper documents.

[0064] This application includes but is not limited to the education industry, and can be applied to any industry involving the annotation and review of documents, archives, and materials.

[0065] Example 2

[0066] In voice interaction industries such as finance and customers, the corresponding AI model can be downloaded based on the cloud AI model training platform. Trainers can conduct interactive training with AI through the AI ​​model. During training, the camera transmission seat 801 controls the first camera 802 to face the person to collect the person's movements and facial information, so that AI can better recognize information, and cooperate with the voice broadcast module to realize the interactive communication between personnel and AI, thereby achieving the purpose of interactive training.

[0067] Example 3

[0068] In the commercial and manufacturing industries, the corresponding AI model can be downloaded based on the cloud AI model training platform to realize the collection of product information or parameters. The specific operation is that the personnel place the object to be scanned on the turntable 3, and the camera transmission seat 801 controls the first camera 802 to face the object, and cooperates with the rotation of the object and the vertically set second camera 804 to realize a comprehensive scan of the object. The scanning information is fed back to the AI ​​model, and the AI ​​model further identifies and analyzes it to realize the detection of information, parameters, defects and other information.

[0069] It will be apparent to those skilled in the art that the invention is not limited to the details of the exemplary embodiments described above and that the invention can be implemented in other specific forms without departing from the spirit or essential features of the invention. Therefore, the embodiments should be considered exemplary and non-limiting in all respects, and the scope of the invention is defined by the appended claims rather than the foregoing description, and it is intended that all variations falling within the meaning and scope of the equivalent elements of the claims be included in the invention. Any reference numeral in a claim should not be considered as limiting the claim to which it relates.

Claims

1. An industry model training management device, comprising a power distribution base (1), characterized in that: An image recognition platform (2) is installed above the power distribution base (1), a storage turntable (3) is installed at the middle position above the image recognition platform (2), support columns (4) are installed at the four corners above the image recognition platform (2), a processing platform base (5) is installed above the support columns (4), an image acquisition base (8) is installed at the lower end of the processing platform base (5), a processing device shell (6) is installed above the processing platform base (5), and a processing mechanism (7) is installed inside the processing device shell (6), and the processing mechanism (7) includes a carrier The invention relates to a paper carrier (701), a paper feeding mechanism (702), a position limiting guide mechanism (703), an inkjet mechanism (704) and an ink cartridge (705), wherein two paper feeding mechanisms (702) are provided, and the two paper feeding mechanisms (702) are both installed above the carrier (701), the rear ends of the two paper feeding mechanisms (702) are both provided with a position limiting guide mechanism (703), the inkjet mechanism (704) is installed between the position limiting guide mechanism (703) at the rear end position and the paper feeding mechanism (702), and the ink cartridge (705) is installed behind the inkjet mechanism (704).

2. The industry model training management device according to claim 1, characterized in that: The paper feeding mechanism (702) comprises a support plate (7021) and a supporting plate (7022), wherein the support plate (7021) is mounted on both sides of the supporting plate (7022), a feeding roller (7027) is mounted between the support plates (7021) on both sides, and the upper end of the feeding roller (7027) extends to the outside of the supporting plate (7022), a driven gear (7023) is mounted on one end of the feeding roller (7027) of the paper feeding mechanism (702), a driven belt pulley (7024) is arranged on one side of the driven gear (7023), and the driven belt pulley (7024) is arranged on the other side of the driven gear (7023). 24) is provided with a driving gear meshing with a driven gear (7023) on the inner side, an asynchronous motor (7025) is provided on one side of the driven pulley (7024), a driving pulley is installed at the output end of the asynchronous motor (7025), and the driving pulley is connected to the driven pulley (7024) through a transmission belt (7026), and the other ends of the feeding rollers (7027) of the two paper feeding mechanisms (702) are both provided with a first pulley (7028), and the first pulleys (7028) are connected through a first belt (7029).

3. The industry model training management device according to claim 2, characterized in that: The position limiting guide mechanism (703) comprises a two-way guide rail (7031), a forward screw rod (7034) and a reverse screw rod (7035) are installed inside the two-way guide rail (7031), and one end of the forward screw rod (7034) is fixedly connected to the reverse screw rod (7035), a bearing sheet is installed at the connection between the forward screw rod (7034) and the reverse screw rod (7035), a slider (7036) is transmission-connected to the forward screw rod (7034) and the reverse screw rod (7035), and an L-shaped guide plate (7037) is installed on the sliders (7036) of the forward screw rod (7034) and the reverse screw rod (7035), and the L-shaped guide plate (7037) is arranged opposite to the L-shaped guide plate (7037). A transition wheel (7038) is installed below the L-shaped guide plate (7037), the transition wheel (7038) is rotatably connected to the slider (7036), and the upper end of the transition wheel (7038) extends to the outside of the L-shaped guide plate (7037), a forward screw rod (7034) of one of the limit guide mechanisms (703) is installed with a belt drive cover (7039) at one end, and a stepping motor (7040) is installed at one end of the belt drive cover (7039), and a second pulley (7032) is installed at one end of the reverse screw rods (7035) of the two limit guide mechanisms (703), and the second pulleys (7032) are connected to each other through a second belt (7033) for transmission.

4. The industry model training management device according to claim 3, characterized in that: The inkjet mechanism (704) comprises a bracket (7041) and a belt guide rail (7042), wherein the bracket (7041) is mounted below both sides of the belt guide rail (7042), a driven pulley (7043) is mounted at one end inside the belt guide rail (7042), a driving pulley (7044) is mounted at the other end inside the belt guide rail (7042), a second servo motor (7045) is mounted at the lower end of the driving pulley (7044), and the output end of the second servo motor (7045) is connected to the main pulley (7043). The driving pulley (7044) is connected to the driven pulley (7043) through a transmission belt (7046); a guide column (7047) is installed at the front end of the belt guide rail (7042); a slide table (7048) is slidably connected to the guide column (7047); and the rear end of the slide table (7048) is connected to the transmission belt (7046); an inkjet head (7049) is installed at the front end of the slide table (7048), and four inkjet heads (7049) are provided.

5. The industry model training management device according to claim 4, characterized in that: The ink colors stored in the four inkjet heads (7049) are cyan, magenta, yellow and black respectively. A plurality of nozzles are arranged at the lower end of the inkjet head (7049), and a heating resistor is installed at the upper end of each nozzle. The inkjet head (7049) is connected to the ink cartridge (705) through a pipeline.

6. The industry model training management device according to claim 5, characterized in that: A camera transmission seat (801) is installed in front of the lower end of the image acquisition base (8), a first camera (802) is installed at the lower end of the camera transmission seat (801), an AI interactive display screen (803) is installed at the front end of the camera transmission seat (801), a second camera (804) is installed at the middle position of the lower end of the image acquisition base (8), and voice broadcast modules are arranged on both sides of the camera transmission seat (801).

7. An industry model training management device according to claim 6, characterized in that: The rear end of the processing device housing (6) is provided with a paper inlet (601), the outer wall of the paper inlet (601) is provided with a material guide plate (602), the front end of the processing device housing (6) is provided with a paper outlet (606), the upper end of the processing device housing (6) is provided with a cover plate (603), the rear end of the cover plate (603) is rotatably connected to the processing device housing (6) via a second hinge (604), and a handle (605) is provided above the front end of the cover plate (603).

8. An industry model training management device according to claim 7, characterized in that: The object placement turntable (3) comprises a turntable (301) and a transmission seat (302); the turntable (301) is mounted above the transmission seat (302); an annular toothed disc (303) is mounted on the bottom surface of the turntable (301); a first servo motor (304) is mounted on one side inside the transmission seat (302); a gear (305) is mounted on the output end of the first servo motor (304); and the output end of the first servo motor (304) is meshed and transmission-connected with the annular toothed disc (303) via the gear (305).

9. An industry model training management device according to claim 8, characterized in that: A plurality of heat dissipation louvers (101) are provided on both sides of the power distribution base (1); a cabinet door (102) is installed at the front end of the power distribution base (1); one side of the cabinet door (102) is rotatably connected to the power distribution base (1) via a first hinge (103); the other side of the cabinet door (102) is locked and connected to the power distribution base (1) via a pop-up lock (104); and shock-absorbing foot pads (105) are installed at the four corners of the lower end of the power distribution base (1).

10. A management method of an industry model training management device, implemented based on the industry model training management device of claim 9, characterized in that: The following steps are involved: Step 1: Download the AI ​​model to the built-in control module of the model training management device based on the cloud AI model training platform. The AI ​​model training platform includes a login interface, a main interface and a navigation bar, a console, a model management interface, a material management interface, a training management interface, a data report interface, and a user management interface; Step 2: Based on the downloaded AI model type, the AI ​​interactive display screen (803) interacts with the device, interacts with the AI ​​based on the image acquisition module and the voice broadcast module, and completes the industry task through the processing mechanism (7).

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