Machine learning device for intelligent identification

Abstract

The utility model relates to the technical field of machine learning, in particular to a machine learning device for intelligent identification, which comprises an operation box, a display screen mounting assembly, a display screen, an article placing platform and an identification assembly, a computer host is arranged in a box body of the operation box, a picture is not drawn, and the computer host is in signal connection with the display screen and the identification assembly. Compared with the prior art, the display device has the advantages that the mounting plate is rotationally arranged on the top face of the operation box, the rolling ball is embedded in the bottom face of the mounting plate, the mounting plate can rotate stably, the limiting rod which is extruded by the spring and abuts against the top face of the operation box is arranged, the mounting plate can be limited, and the supporting rod and the display screen are connected through the damping rotating shaft; the angle of the display screen can be conveniently adjusted and fixed, an operator can conveniently check the display screen, by arranging the rotatable placing plate and the adjustable clamping assembly, objects of different shapes can be clamped, the objects are kept stable and do not shift, a camera can conveniently recognize the objects, and the learning effect of the machine is guaranteed.

Description

Technical Field

[0001] The utility model relates to the technical field of machine learning, and specifically refers to a machine learning device for intelligent identification. Background Art

[0002] Intelligent recognition refers to the use of pattern recognition and image processing technology to automatically analyze and extract key information from raw data (including videos and images) according to user needs. It can generally identify pictures, text, dishes, car models, animals, plants, and trademarks. Machine learning specializes in how computers simulate or implement human learning behavior to acquire new knowledge or skills and reorganize existing knowledge structures to continuously improve their performance. The Chinese patent with the publication number CN218630709U discloses a machine learning device for intelligent identification, including a box, a workbench is arranged on the top surface of the box; an adjustment mechanism is arranged on the side of the box away from the opening surface, and the cooling mechanism includes a cooling box, a semiconductor refrigerator, a temperature guide plate, a fan, a guide cover, a guide tube and a temperature sensor; the adjustment component includes a support box, a threaded rod, a threaded block, an extension block, a movable block and a display; the inner cavity of the box is provided with an installation box, and the inner cavity of the installation box is provided with a single board computer and an identifier; a placement rod and a control switch are arranged on the top of the workbench; an identification probe is arranged on the top of the placement rod, and although the object is placed on the upper surface of the workbench, the identification probe on the top of the placement rod is taken for scanning, and the inside of the device is cooled by cold air, which has a better cooling effect than using a fan for cooling. However, the above patent lacks a fixing mechanism for the object to be identified during operation, and requires manual support, which is easy to cause the object to move, affecting the recognition and learning effect. Utility Model Content

[0003] The utility model aims to solve at least one of the technical problems existing in the prior art. To this end, one purpose of the utility model is to provide a machine learning device for intelligent identification, which is reliable in fixation, easy to adjust, and has a wide range of adaptability.

[0004] In order to solve the above technical problems, the technical solution provided by the utility model is: a machine learning device for intelligent identification, comprising:

[0005] An operating box, wherein legs are fixedly arranged on the bottom surface of the operating box and close to the four corners, and a level-adjustable caster is arranged on the bottom surface of each leg;

[0006] A display screen mounting assembly, the display screen mounting assembly being rotatably disposed on the top surface of the operation box;

[0007] A display screen, wherein the display screen is fixedly mounted on the display screen mounting assembly;

[0008] An article placement platform, the article placement platform is arranged on the top surface of the operation box, and includes a placement plate rotatably arranged on the operation box and a clamping assembly arranged on the placement plate;

[0009] The identification component includes a camera and a fixing component for fixing the camera.

[0010] Preferably, the display screen mounting assembly includes a mounting plate rotatably arranged on the top surface of the operating box, a plurality of slots are provided in a circular array on the bottom surface of the mounting plate, a rolling ball is embedded in each of the slots, the rolling ball is in contact with the top surface of the operating box, a support rod is provided on the mounting plate, and the other end of the support rod is connected to the display screen via a damping shaft.

[0011] Preferably, a U-shaped frame is provided on the mounting plate, a limit rod is slidably provided on the U-shaped frame and is arranged to pass through the mounting plate, the bottom end of the limit rod is in contact with the top surface of the operating box, a limit plate is provided on the side wall of the limit rod and is in contact with the top surface of the mounting plate, and a spring is sleeved on the limit rod between the limit plate and the U-shaped frame.

[0012] Preferably, the clamping assembly includes two movable grooves symmetrically opened on the placement plate, each movable groove is provided with an adjusting rod along its long side direction, one end of the adjusting rod passes through the side wall of the movable groove and extends to the outside of the placement plate, and a slider is slidably provided in each movable groove, each of the sliders is respectively threadedly connected to the corresponding adjusting rod, and a clamping portion is provided on the slider.

[0013] Preferably, the clamping portion comprises an arc-shaped plate whose axial direction is perpendicular to the side wall of the slider and a clamping plate arranged on a side of the arc-shaped plate away from the slider, and the clamping plate is arranged parallel to the slider.

[0014] Preferably, a plurality of slots are arranged in an array on the top surface of the arc-shaped plate, and one of the rolling balls is embedded in each slot.

[0015] Preferably, a flexible anti-slip pad is provided on a side wall of the clamping plate facing away from the arc-shaped plate.

[0016] Preferably, the fixing assembly includes a slide rail arranged on the side wall of the operating box, a mounting block is slidably provided on the slide rail, an electric telescopic rod is provided on the mounting block, the telescopic rod end of the electric telescopic rod is connected to a first support arm, a side of the first support arm away from the electric telescopic rod is rotatably connected to a second support arm, a side of the second support arm away from the first support arm is rotatably connected to a third support arm, and the camera is provided on a side of the third support arm away from the second support arm.

[0017] After adopting the above structure, the utility model has the following advantages:

[0018] The present application arranges a mounting plate rotatably on the top surface of the operating box, and embeds a rolling ball on the bottom surface thereof so that it can rotate stably. By arranging a limit rod which is pressed by a spring and abuts against the top surface of the operating box, the mounting plate can be limited. The support rod is connected to the display screen through a damping shaft, so that the angle of the fixed display screen can be adjusted conveniently for the operator to view. By arranging a rotatable placement plate and an adjustable clamping component, objects of different shapes can be clamped to keep the objects stable and not shifted, which is convenient for the camera to recognize and ensure the machine learning effect. By arranging an adjustable fixing component, the camera position can be adjusted as needed for convenient recognition.

[0019] The above summary is for the purpose of description only and is not intended to be limiting in any way. In addition to the illustrative aspects, embodiments and features described above, further aspects, embodiments and features of the utility model will be readily apparent by reference to the accompanying drawings and the following detailed description. BRIEF DESCRIPTION OF THE DRAWINGS

[0020] In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings required for use in the embodiments or technical descriptions will be briefly introduced below. Obviously, the drawings described below are only some embodiments of the present application. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying creative work.

[0021] Figure 1 It is the front view of the utility model.

[0022] Figure 2 yes Figure 1 Schematic diagram of the enlarged structure of part A in the middle.

[0023] Figure 3 yes Figure 1 The oblique projection structure of Figure 1 .

[0024] Figure 4 yes Figure 3 Schematic diagram of the enlarged structure of part B in the middle.

[0025] Figure 5 yes Figure 1 The oblique projection structure of Figure 2 .

[0026] Figure 6 yes Figure 5 Schematic diagram of the enlarged structure of part C in the middle.

[0027] As shown in the figure: 1. Operation box; 2. Support legs; 3. Horizontal adjustment casters; 4. Display screen; 5. Mounting plate; 6. Rolling ball; 7. U-shaped frame; 8. Limit rod; 9. Spring; 10. Limit plate; 11. Rubber sleeve; 12. Placement plate; 13. Moving groove; 14. Adjustment rod; 15. Slider; 16. Clamping plate; 17. Arc plate; 18. Camera; 19. Third support arm; 20. Second support arm; 21. First support arm; 22. Electric telescopic rod; 23. Slide rail; 24. Mounting block. DETAILED DESCRIPTION

[0028] The embodiments of the present application are described in detail below, and examples of the embodiments are shown in the accompanying drawings, wherein the same or similar reference numerals throughout represent the same or similar elements or elements having the same or similar functions. The embodiments described below with reference to the accompanying drawings are exemplary and are only used to explain the present application, and cannot be understood as limiting the present application.

[0029] In the description of this application, it should be noted that, unless otherwise clearly specified and limited, the terms "installed", "connected", and "connected" should be understood in a broad sense, for example, it can be a fixed connection, a detachable connection, or an integral connection; it can be a mechanical connection or an electrical connection; it can be a direct connection or an indirect connection through an intermediate medium, it can be the internal connection of two elements or the interaction relationship between two elements. For ordinary technicians in this field, the specific meanings of the above terms in this application can be understood according to specific circumstances.

[0030] Combination Figure 1-Figure 6 A machine learning device for intelligent identification includes an operation box 1, a display screen 4 installation component, a display screen 4, an object placement platform and an identification component. A computer host is set in the box body of the operation box 1, which is not shown in the figure and is connected to the display screen 4 and the identification component signal.

[0031] The bottom surface of the operating box 1 and the four corners are fixed with supporting legs 2, and the bottom surface of each supporting leg 2 is respectively provided with a leveling caster 3. The leveling caster 3 with a locking mechanism is used to facilitate leveling when placing the device.

[0032] The display screen 4 mounting assembly is rotatably set on the top surface of the operation box 1. The display screen 4 mounting assembly includes a mounting plate 5 rotatably set on the top surface of the operation box 1. The bottom surface of the mounting plate 5 is provided with three slots in a circular array. A rolling ball 6 is embedded in each slot. The rolling ball 6 is in contact with the top surface of the operation box 1. A support rod is provided on the mounting plate 5. The other end of the support rod is connected to the display screen 4 through a damping shaft. The angles of the display screen 4 in the horizontal and vertical directions can be adjusted to meet the viewing requirements at different angles.

[0033] A U-shaped frame 7 is provided on the mounting plate 5, and a limiting rod 8 is slidably provided on the U-shaped frame 7 and passes through the mounting plate 5. The bottom end of the limiting rod 8 is in contact with the top surface of the operating box 1, and a limiting plate 10 is provided on the side wall of the limiting rod 8 to be in contact with the top surface of the mounting plate 5. A spring 9 is sleeved between the limiting plate 10 and the U-shaped frame 7 on the limiting rod 8, and a rubber sleeve 11 is sleeved on the bottom of the limiting rod 8 to increase the friction between it and the top surface of the operating box 1, so as to facilitate the limiting of the mounting plate 5 and prevent it from rotating at will.

[0034] The article placement platform is arranged on the top surface of the operation box 1 , and includes a placement plate 12 rotatably arranged on the operation box 1 and a clamping assembly arranged on the placement plate 12 .

[0035] The clamping assembly includes two moving grooves 13 symmetrically opened on the placement plate 12, each moving groove 13 is provided with an adjusting rod 14 rotatably arranged along its long side direction, one end of the adjusting rod 14 passes through the side wall of the moving groove 13 and extends to the outside of the placement plate 12, each moving groove 13 is provided with a sliding block 15 slidably arranged, the side wall of the sliding block 15 is arranged in contact with the side wall of the moving groove 13, each sliding block 15 is respectively threadedly connected with the corresponding adjusting rod 14, and the sliding block 15 is provided with a clamping portion, and the clamping portion includes a shaft An arc-shaped plate 17 is perpendicular to the side wall of the slider 15 and a clamping plate 16 is arranged on the side of the arc-shaped plate 17 away from the slider 15. The clamping plate 16 is arranged parallel to the slider 15. A plurality of slots are arranged in an array on the top surface of the arc-shaped plate 17. A rolling ball 6 is embedded in each slot. A flexible anti-skid pad is arranged on the side wall of the clamping plate 16 away from the arc-shaped plate 17. The flexible anti-skid pad is made of rubber. In addition to increasing the friction between the object and making the clamping stable, it can also prevent the clamping from causing damage to the surface of the object.

[0036] The identification component includes a camera 18 and a fixing component for fixing the camera 18, the fixing component includes a slide rail 23 arranged on the side wall of the operating box 1, a mounting block 24 is slidably provided on the slide rail 23, an electric telescopic rod 22 is provided on the mounting block 24, the telescopic rod end of the electric telescopic rod 22 is rotatably connected to the first support arm 21, the side of the first support arm 21 away from the electric telescopic rod 22 is rotatably connected to the second support arm 20, the side of the second support arm 20 away from the first support arm 21 is rotatably connected to the third support arm 19, the side of the third support arm 19 away from the second support arm 20 is provided with the camera 18, and the first support arm 21, the second support arm 20 and the third support arm 19 all rotate in the horizontal direction.

[0037] When the device of the present application is in use, the object sample is placed on the placement plate 12, and the adjustment rod 14 is rotated to move the slider 15 along its axial direction, thereby driving the clamping plate 16 to move, and the two clamping plates 16 are in contact with the side walls of the object to clamp and fix it. If a spherical object is used, the adjustment rod 14 can be rotated first to move the slider 15, so that the two arc plates 17 are moved to a proper position, and the object is placed on the two arc plates 17. The height of the camera 18 is adjusted to a proper position by controlling the operation of the electric telescopic rod 22, and the third support arm 19 is directly controlled to move the camera 18 above the object for identification, and transmit it to the computer host for identification and learning, and the display screen 4 displays the identified image information in real time.

[0038] The above describes the utility model and its implementation methods, which is not restrictive. What is shown in the full text is only one of the implementation methods of the utility model, and the actual structure is not limited thereto. In short, if ordinary technicians in this field are inspired by it, without departing from the purpose of the invention of the utility model, they can design a structure and embodiment similar to the technical solution without creativity, which should belong to the protection scope of the utility model.

Claims

1. A machine learning device for intelligent identification, characterized in that: include: An operating box, wherein legs are fixedly arranged on the bottom surface of the operating box and close to the four corners, and a level-adjustable caster is arranged on the bottom surface of each leg; A display screen mounting assembly, the display screen mounting assembly being rotatably disposed on the top surface of the operation box; A display screen, wherein the display screen is fixedly mounted on the display screen mounting assembly; An article placement platform, the article placement platform is arranged on the top surface of the operation box, and includes a placement plate rotatably arranged on the operation box and a clamping assembly arranged on the placement plate; The identification component includes a camera and a fixing component for fixing the camera.

2. A machine learning device for intelligent identification according to claim 1, characterized in that: The display screen mounting assembly includes a mounting plate rotatably arranged on the top surface of the operating box, a plurality of slots are provided in a circular array on the bottom surface of the mounting plate, a rolling ball is embedded in each of the slots, the rolling ball is in contact with the top surface of the operating box, a support rod is provided on the mounting plate, and the other end of the support rod is connected to the display screen via a damping shaft.

3. A machine learning device for intelligent identification according to claim 2, characterized in that: A U-shaped frame is provided on the mounting plate, and a limit rod is slidably provided on the U-shaped frame and passes through the mounting plate. The bottom end of the limit rod abuts against the top surface of the operating box, and a limit plate abuts against the top surface of the mounting plate is provided on the side wall of the limit rod. A spring is sleeved on the limit rod between the limit plate and the U-shaped frame.

4. The machine learning device for intelligent identification according to claim 2, characterized in that: The clamping assembly includes two movable grooves symmetrically opened on the placement plate, each movable groove is provided with an adjusting rod along its long side direction, one end of the adjusting rod passes through the side wall of the movable groove and extends to the outside of the placement plate, each movable groove is provided with a sliding block for sliding movement, each sliding block is respectively threadedly connected to the corresponding adjusting rod, and a clamping portion is provided on the sliding block.

5. A machine learning device for intelligent identification according to claim 4, characterized in that: The clamping portion includes an arc-shaped plate whose axial direction is perpendicular to the side wall of the slider and a clamping plate arranged on a side of the arc-shaped plate away from the slider, and the clamping plate is arranged parallel to the slider.

6. A machine learning device for intelligent identification according to claim 5, characterized in that: A plurality of slots are arranged in an array on the top surface of the arc-shaped plate, and one rolling ball is embedded in each slot.

7. The machine learning device for intelligent identification according to claim 5, characterized in that: A flexible anti-skid pad is provided on a side wall of the clamping plate that is away from the arc-shaped plate.

8. The machine learning device for intelligent identification according to claim 5, characterized in that: The fixing assembly includes a slide rail arranged on the side wall of the operating box, a mounting block is slidably provided on the slide rail, an electric telescopic rod is provided on the mounting block, a telescopic rod end of the electric telescopic rod is connected to a first support arm, a side of the first support arm away from the electric telescopic rod is rotatably connected to a second support arm, a side of the second support arm away from the first support arm is rotatably connected to a third support arm, and the camera is provided on a side of the third support arm away from the second support arm.

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