CN216113025U - Image recognition device based on small sample - Google Patents
Image recognition device based on small sample Download PDFInfo
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- CN216113025U CN216113025U CN202122732353.9U CN202122732353U CN216113025U CN 216113025 U CN216113025 U CN 216113025U CN 202122732353 U CN202122732353 U CN 202122732353U CN 216113025 U CN216113025 U CN 216113025U
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Abstract
The utility model discloses an image recognition device based on a small sample, which comprises an image recognition device body, wherein a top plate is installed at the top end of the image recognition device body, a groove body is formed in the side wall of the top plate, an arc plate is fixed inside the groove body, a sliding groove is formed in the middle of the arc plate, a sliding block is arranged inside the sliding groove in a sliding mode, a screw barrel is fixedly installed at one end of the sliding block, a screw rod is arranged inside the screw barrel, the screw rod is installed inside the groove body in a rotating mode, one end of the screw rod penetrates through the side wall of the groove body in a rotating mode and is connected with a second motor, and the second motor is installed in the side wall of the top plate. When the angle of the camera body is adjusted, the first motor is started through the external controller, the first motor rotates and drives the second gear, and the second gear is meshed with the first gear to rotate, so that the angle of the first rotating rod is finely adjusted, the vertical angle of the camera body is conveniently adjusted, and the camera body is convenient to use.
Description
Technical Field
The utility model relates to the technical field of image recognition, in particular to an image recognition device based on a small sample.
Background
In recent years, neural networks have enjoyed great success in many practical tasks, and even some recognition tasks (e.g., ImageNet) have outperformed humans, benefiting from thousands of network parameters, large amounts of labeled data, and elaborate training strategies. In terms of cognitive ability, a neural network has not yet reached the human level, and particularly in a small sample (for example, about 10 samples) scene, a human can efficiently learn new concepts from a few samples and flexibly use the new concepts, but the neural network cannot well handle the situation, so how to improve the recognition performance of the neural network in the small sample scene is one of the most valuable problems in the image recognition field.
At present, the image recognition based on small samples on the market is basically mature, but for the technical fields of image printing, object shooting and scene shooting recognition, the used camera cannot adjust the angle and the position basically, and needs to be moved to the position of a device for recognition, so that the conditions of camera shooting shake and ghost image are easily caused, the device is inconvenient to adjust, and the image is not convenient to recognize.
Accordingly, the present invention is directed to an image recognition apparatus based on a small sample to solve the problems of the background art.
SUMMERY OF THE UTILITY MODEL
The present invention is directed to an image recognition apparatus based on a small sample, so as to solve the problems of the background art.
In order to achieve the purpose, the utility model provides the following technical scheme:
an image recognition device based on a small sample comprises an image recognition device body, wherein a top plate is mounted at the top end of the image recognition device body, a groove body is formed in the side wall of the top plate, an arc plate is fixed inside the groove body, a sliding groove is formed in the middle of the arc plate, and a sliding block is arranged inside the sliding groove in a sliding mode;
a screw barrel is fixedly mounted at one end of the sliding block, a screw rod is arranged in the screw barrel and is rotatably mounted in the groove body, one end of the screw rod rotatably penetrates through the side wall of the groove body and is connected with a second motor, and the second motor is mounted in the side wall of the top plate;
a transverse plate is fixedly installed on the side wall of the screw cylinder, a first rotating rod is rotatably installed at one end of the transverse plate, a camera body is fixedly installed on the side wall of the first rotating rod, a first gear is installed on the outer wall of one end of the first rotating rod, a second gear is meshed with one side of the first gear, the side wall of the second gear is connected with a first motor, and the first motor is installed on the side wall of the transverse plate;
and the rear side wall of the image recognition device body is provided with an adjusting mechanism.
Preferably: the adjusting mechanism comprises a second rotating rod, and one side wall of the second rotating rod is fixedly arranged on the outer wall of the image recognition device body.
Preferably: and the other side wall of the rotating rod is rotatably provided with a mounting plate.
Preferably: and a third gear is fixedly arranged on the outer wall of one end of the second rotating rod, and a fourth gear is meshed with one side of the third gear.
Preferably: the four side walls of the gear are connected with a third motor, and the third motor is installed on the outer wall of the installation plate.
Preferably: the mounting panel rear side outer wall has seted up the draw-in groove, and the inside card of draw-in groove is equipped with the cardboard.
Preferably: an adjusting shaft is fixedly mounted on one side wall of the clamping plate, and a tripod is rotatably mounted at the bottom end of the adjusting shaft.
Compared with the prior art, the utility model has the beneficial effects that:
1. when the position and the angle of the camera body are adjusted, the motor II is started through the external controller, the motor II rotates after being started and drives the screw rod to rotate, and the rotating screw rod rotates to enable the screw barrel to move along the screw rod, so that the screw barrel moves along the sliding groove through the sliding block, the camera body moves in the groove body, and the position of the camera body moves.
2. When the angle of the camera body is adjusted, the first motor is started through the external controller, the first motor rotates and drives the second gear, and the second gear is meshed with the first gear to rotate, so that the angle of the first rotating rod is finely adjusted, the vertical angle of the camera body is conveniently adjusted, and the camera body is convenient to use.
Drawings
Fig. 1 is a schematic perspective view of an image recognition apparatus based on a small sample according to embodiment 1 of the present application.
Fig. 2 is a schematic structural diagram of a second motor in the image recognition device based on the small sample according to embodiment 1 of the present application.
Fig. 3 is a schematic structural diagram at a in an image recognition apparatus based on a small sample according to embodiment 1 of the present application.
Fig. 4 is a schematic structural diagram at B in an image recognition apparatus based on a small sample according to embodiment 1 of the present application.
Fig. 5 is a schematic structural diagram of a tripod in the image recognition apparatus based on the small sample provided in embodiment 1 of the present application.
Fig. 6 is a schematic structural diagram of a card slot in an image recognition device based on a small sample according to embodiment 1 of the present application.
In the figure: 1. an image recognition apparatus body; 2. a top plate; 3. a trough body; 4. an arc plate; 5. a chute; 6. A screw rod; 7. a screw cylinder; 8. a slider; 9. a transverse plate; 10. a first rotating rod;
11. a camera body; 12. a first gear; 13. a second gear; 14. a first motor; 15. a second motor; 16. A second rotating rod; 17. a third gear; 18. a fourth gear; 19. a third motor; 20. mounting a plate;
21. a card slot; 22. clamping a plate; 23. an adjustment shaft; 24. a tripod.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Example 1:
referring to fig. 1 to 4, in the embodiment of the utility model, an image recognition device based on a small sample comprises an image recognition device body 1, wherein a top plate 2 is installed at the top end of the image recognition device body 1, a groove body 3 is formed in the side wall of the top plate 2, an arc plate 4 is fixed inside the groove body 3, a sliding groove 5 is formed in the middle of the arc plate 4, and a sliding block 8 is arranged inside the sliding groove 5 in a sliding manner;
a screw barrel 7 is fixedly installed at one end of the sliding block 8, a screw rod 6 is arranged inside the screw barrel 7, the screw rod 6 is rotatably installed inside the trough body 3, one end of the screw rod 6 rotatably penetrates through the side wall of the trough body 3 and is connected with a second motor 15, and the second motor 15 is installed inside the side wall of the top plate 2;
a transverse plate 9 is fixedly installed on the side wall of the screw cylinder 7, a first rotating rod 10 is rotatably installed at one end of the transverse plate 9, a camera body 11 is fixedly installed on the side wall of the first rotating rod 10, a first gear 12 is installed on the outer wall of one end of the first rotating rod 10, a second gear 13 is meshed with one side of the first gear 12, a first motor 14 is connected to the side wall of the second gear 13, and the first motor 14 is installed on the side wall of the transverse plate 9;
the rear side wall of the image recognition device body 1 is provided with an adjusting mechanism;
the adjusting mechanism comprises a second rotating rod 16, and one side wall of the second rotating rod 16 is fixedly arranged on the outer wall of the image recognition device body 1;
the mounting plate 20 is rotatably mounted on the other side wall of the second rotating rod 16, a third gear 17 is fixedly mounted on the outer wall of one end of the second rotating rod 16, and a fourth gear 18 is meshed with one side of the third gear 17;
the side wall of the gear four 18 is connected with a motor three 19, and the motor three 19 is arranged on the outer wall of the mounting plate 20;
the device needs to be integrally controlled by an external controller;
when the position and the angle of the camera body 11 are adjusted, the motor II 15 is started through the external controller, the motor II 15 rotates after being started and drives the screw rod 6 to rotate, the screw cylinder 7 moves along the screw rod 6 after the rotating screw rod 6 rotates, so that the screw cylinder 7 moves along the sliding groove 5 through the sliding block 8, the camera body 11 moves in the groove body 3, and the position of the camera body 11 is moved;
during angle adjustment, the first motor 14 is started through the external controller, the first motor 14 rotates after being started and drives the second gear 13, and the second gear 13 is meshed with the first gear 12 to rotate, so that the angle of the first rotating rod 10 is finely adjusted, the vertical angle of the camera body 11 can be conveniently adjusted, and the camera is convenient to use;
when the device is installed, the device is installed on a wall body through the installation plate 20, the gear four 18 is driven to rotate through the rotation of the motor three 19, the rotating gear four 18 is meshed with the gear three 17 to rotate, and therefore the facing angle of the image recognition device body 1 is finely adjusted through the rotating rod two 16.
Example 2:
referring to fig. 5 to 6, in the embodiment of the present invention, as a further improvement of the previous embodiment, a specific difference is that a clamping groove 21 is formed in an outer wall of a rear side of the mounting plate 20, and a clamping plate 22 is clamped inside the clamping groove 21;
an adjusting shaft 23 is fixedly mounted on one side wall of the clamping plate 22, and a tripod 24 is rotatably mounted at the bottom end of the adjusting shaft 23;
when the steering angle adjusting device is installed, the steering angle is adjusted through the adjusting shaft 23 when the steering angle adjusting device is rotated and adjusted, and the steering angle adjusting device is installed on the tripod 24 by being clamped and installed on the clamping plate 22 through the clamping groove 21 on the inner side of the installing plate 20.
The above description is only for the preferred embodiment of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art should be considered to be within the technical scope of the present invention, and equivalent alternatives or modifications according to the technical solution of the present invention and the inventive concept thereof should be covered by the scope of the present invention.
Claims (7)
1. An image recognition device based on a small sample comprises an image recognition device body (1) and is characterized in that a top plate (2) is installed at the top end of the image recognition device body (1), a groove body (3) is formed in the side wall of the top plate (2), an arc plate (4) is fixed inside the groove body (3), a sliding groove (5) is formed in the middle of the arc plate (4), and a sliding block (8) is arranged inside the sliding groove (5) in a sliding mode;
a screw cylinder (7) is fixedly installed at one end of the sliding block (8), a screw rod (6) is arranged inside the screw cylinder (7), the screw rod (6) is rotatably installed inside the groove body (3), one end of the screw rod (6) rotatably penetrates through the side wall of the groove body (3) and is connected with a second motor (15), and the second motor (15) is installed inside the side wall of the top plate (2);
a transverse plate (9) is fixedly installed on the side wall of the screw cylinder (7), a first rotating rod (10) is rotatably installed at one end of the transverse plate (9), a camera body (11) is fixedly installed on the side wall of the first rotating rod (10), a first gear (12) is installed on the outer wall of one end of the first rotating rod (10), a second gear (13) is meshed with one side of the first gear (12), a first motor (14) is connected to the side wall of the second gear (13), and the first motor (14) is installed on the side wall of the transverse plate (9);
the rear side wall of the image recognition device body (1) is provided with an adjusting mechanism.
2. The image recognition device based on the small sample as claimed in claim 1, wherein the adjusting mechanism comprises a second rotating rod (16), and a side wall of the second rotating rod (16) is fixedly installed on the outer wall of the image recognition device body (1).
3. The image recognition device based on the small sample as claimed in claim 2, wherein the other side wall of the second rotating rod (16) is rotatably provided with a mounting plate (20).
4. The image recognition device based on the small sample as claimed in claim 2, wherein a gear three (17) is fixedly mounted on the outer wall of one end of the rotating rod two (16), and a gear four (18) is meshed on one side of the gear three (17).
5. The image recognition device based on the small sample according to claim 4, wherein a motor three (19) is connected to the side wall of the gear four (18), and the motor three (19) is installed on the outer wall of the installation plate (20).
6. The image recognition device based on the small sample as claimed in claim 3, wherein the mounting plate (20) has a slot (21) formed on the outer wall of the rear side, and the slot (21) has a snap plate (22) clamped therein.
7. The image recognition device based on the small sample according to claim 6, wherein an adjusting shaft (23) is fixedly installed on one side wall of the clamping plate (22), and a tripod (24) is rotatably installed at the bottom end of the adjusting shaft (23).
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202122732353.9U CN216113025U (en) | 2021-11-09 | 2021-11-09 | Image recognition device based on small sample |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202122732353.9U CN216113025U (en) | 2021-11-09 | 2021-11-09 | Image recognition device based on small sample |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN216113025U true CN216113025U (en) | 2022-03-22 |
Family
ID=80714900
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202122732353.9U Active CN216113025U (en) | 2021-11-09 | 2021-11-09 | Image recognition device based on small sample |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN216113025U (en) |
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2021
- 2021-11-09 CN CN202122732353.9U patent/CN216113025U/en active Active
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