CN112240458A - Quality control method for multi-modal scene specific target recognition model - Google Patents
Quality control method for multi-modal scene specific target recognition model Download PDFInfo
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- CN112240458A CN112240458A CN202011099700.2A CN202011099700A CN112240458A CN 112240458 A CN112240458 A CN 112240458A CN 202011099700 A CN202011099700 A CN 202011099700A CN 112240458 A CN112240458 A CN 112240458A
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- 238000003908 quality control method Methods 0.000 title claims abstract description 14
- 238000007789 sealing Methods 0.000 claims description 5
- 238000000034 method Methods 0.000 claims description 4
- 238000005516 engineering process Methods 0.000 description 5
- 230000000694 effects Effects 0.000 description 3
- 230000004075 alteration Effects 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000003139 buffering effect Effects 0.000 description 1
- 238000004891 communication Methods 0.000 description 1
- 238000013016 damping Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F16—ENGINEERING ELEMENTS AND UNITS; GENERAL MEASURES FOR PRODUCING AND MAINTAINING EFFECTIVE FUNCTIONING OF MACHINES OR INSTALLATIONS; THERMAL INSULATION IN GENERAL
- F16M—FRAMES, CASINGS OR BEDS OF ENGINES, MACHINES OR APPARATUS, NOT SPECIFIC TO ENGINES, MACHINES OR APPARATUS PROVIDED FOR ELSEWHERE; STANDS; SUPPORTS
- F16M11/00—Stands or trestles as supports for apparatus or articles placed thereon ; Stands for scientific apparatus such as gravitational force meters
- F16M11/02—Heads
- F16M11/04—Means for attachment of apparatus; Means allowing adjustment of the apparatus relatively to the stand
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F16—ENGINEERING ELEMENTS AND UNITS; GENERAL MEASURES FOR PRODUCING AND MAINTAINING EFFECTIVE FUNCTIONING OF MACHINES OR INSTALLATIONS; THERMAL INSULATION IN GENERAL
- F16M—FRAMES, CASINGS OR BEDS OF ENGINES, MACHINES OR APPARATUS, NOT SPECIFIC TO ENGINES, MACHINES OR APPARATUS PROVIDED FOR ELSEWHERE; STANDS; SUPPORTS
- F16M11/00—Stands or trestles as supports for apparatus or articles placed thereon ; Stands for scientific apparatus such as gravitational force meters
- F16M11/02—Heads
- F16M11/04—Means for attachment of apparatus; Means allowing adjustment of the apparatus relatively to the stand
- F16M11/06—Means for attachment of apparatus; Means allowing adjustment of the apparatus relatively to the stand allowing pivoting
- F16M11/10—Means for attachment of apparatus; Means allowing adjustment of the apparatus relatively to the stand allowing pivoting around a horizontal axis
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F16—ENGINEERING ELEMENTS AND UNITS; GENERAL MEASURES FOR PRODUCING AND MAINTAINING EFFECTIVE FUNCTIONING OF MACHINES OR INSTALLATIONS; THERMAL INSULATION IN GENERAL
- F16M—FRAMES, CASINGS OR BEDS OF ENGINES, MACHINES OR APPARATUS, NOT SPECIFIC TO ENGINES, MACHINES OR APPARATUS PROVIDED FOR ELSEWHERE; STANDS; SUPPORTS
- F16M11/00—Stands or trestles as supports for apparatus or articles placed thereon ; Stands for scientific apparatus such as gravitational force meters
- F16M11/02—Heads
- F16M11/18—Heads with mechanism for moving the apparatus relatively to the stand
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F16—ENGINEERING ELEMENTS AND UNITS; GENERAL MEASURES FOR PRODUCING AND MAINTAINING EFFECTIVE FUNCTIONING OF MACHINES OR INSTALLATIONS; THERMAL INSULATION IN GENERAL
- F16M—FRAMES, CASINGS OR BEDS OF ENGINES, MACHINES OR APPARATUS, NOT SPECIFIC TO ENGINES, MACHINES OR APPARATUS PROVIDED FOR ELSEWHERE; STANDS; SUPPORTS
- F16M11/00—Stands or trestles as supports for apparatus or articles placed thereon ; Stands for scientific apparatus such as gravitational force meters
- F16M11/20—Undercarriages with or without wheels
- F16M11/2007—Undercarriages with or without wheels comprising means allowing pivoting adjustment
- F16M11/2014—Undercarriages with or without wheels comprising means allowing pivoting adjustment around a vertical axis
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F16—ENGINEERING ELEMENTS AND UNITS; GENERAL MEASURES FOR PRODUCING AND MAINTAINING EFFECTIVE FUNCTIONING OF MACHINES OR INSTALLATIONS; THERMAL INSULATION IN GENERAL
- F16M—FRAMES, CASINGS OR BEDS OF ENGINES, MACHINES OR APPARATUS, NOT SPECIFIC TO ENGINES, MACHINES OR APPARATUS PROVIDED FOR ELSEWHERE; STANDS; SUPPORTS
- F16M11/00—Stands or trestles as supports for apparatus or articles placed thereon ; Stands for scientific apparatus such as gravitational force meters
- F16M11/20—Undercarriages with or without wheels
- F16M11/24—Undercarriages with or without wheels changeable in height or length of legs, also for transport only, e.g. by means of tubes screwed into each other
- F16M11/26—Undercarriages with or without wheels changeable in height or length of legs, also for transport only, e.g. by means of tubes screwed into each other by telescoping, with or without folding
- F16M11/28—Undercarriages for supports with one single telescoping pillar
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- G—PHYSICS
- G03—PHOTOGRAPHY; CINEMATOGRAPHY; ANALOGOUS TECHNIQUES USING WAVES OTHER THAN OPTICAL WAVES; ELECTROGRAPHY; HOLOGRAPHY
- G03B—APPARATUS OR ARRANGEMENTS FOR TAKING PHOTOGRAPHS OR FOR PROJECTING OR VIEWING THEM; APPARATUS OR ARRANGEMENTS EMPLOYING ANALOGOUS TECHNIQUES USING WAVES OTHER THAN OPTICAL WAVES; ACCESSORIES THEREFOR
- G03B17/00—Details of cameras or camera bodies; Accessories therefor
- G03B17/56—Accessories
- G03B17/561—Support related camera accessories
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/22—Matching criteria, e.g. proximity measures
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/10—Terrestrial scenes
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- Engineering & Computer Science (AREA)
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- Mechanical Engineering (AREA)
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- Bioinformatics & Cheminformatics (AREA)
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- Computer Vision & Pattern Recognition (AREA)
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- Investigating Or Analysing Materials By Optical Means (AREA)
Abstract
The invention belongs to the technical field of scene specific identification, and particularly discloses a quality control method of a multi-modal scene specific target identification model, which comprises the following steps: receiving information of a multi-modal scene, and performing attribute classification on the scene information; adding a category judgment attribute of the scene information; inputting image information into a model of the multi-modal scene through an image acquisition device, matching scene information, and displaying the matched scene through a display; the image acquisition device adopted in the third step comprises a base, wherein the top of the base is provided with an upright post, the bottom of the outer side of the upright post is fixedly sleeved with a driven gear, and one side of the top of the base is provided with a steering assembly; the top of the upright post is provided with a holding tank, a lifting rod is movably arranged in the holding tank, the bottom of the lifting rod is provided with a threaded hole, and the bottom of the inner cavity of the holding tank is provided with a lifting adjusting assembly; the bottom fixedly connected with roof of lifter, the camera is installed through angle adjusting part in the top of roof.
Description
Technical Field
The invention relates to the technical field of scene specific identification, in particular to a quality control method of a multi-modal scene specific target identification model.
Background
With the gradual maturity of communication technology, sensor technology and network technology, a specific scene target recognition system is also rapidly developed, the specific scene target recognition system is gradually merged into daily life of people, in the research and application process of the specific scene target recognition system, images are generally required to be collected, and picture information is input into a model of a multi-modal scene for scene information matching after collection, so that the quality of the images directly influences the accuracy of recognition results, and the existing image collection device cannot adjust the angle, height and direction of image collection when in use, thereby easily influencing the overall effect of the images.
Disclosure of Invention
The invention aims to provide a quality control method for a multi-modal scene specific target recognition model, so as to solve the problems in the background technology.
In order to achieve the purpose, the invention provides the following technical scheme: a quality control method for a multi-modal scene specific target recognition model comprises the following steps:
the method comprises the following steps: receiving information of a multi-modal scene, and performing attribute classification on the scene information;
step two: adding a category judgment attribute of the scene information;
step three: inputting image information into a model of a multi-modal scene through an image acquisition device, matching scene information, and displaying the matched scene through a display;
the image acquisition device adopted in the third step comprises a base, wherein the top of the base is provided with an upright post, the bottom of the outer side of the upright post is fixedly sleeved with a driven gear, and one side of the top of the base is provided with a steering assembly; the top of the upright post is provided with a containing groove, a lifting rod is movably arranged in the containing groove, the bottom of the lifting rod is provided with a threaded hole, and the bottom of an inner cavity of the containing groove is provided with a lifting adjusting assembly; the bottom fixedly connected with roof of lifter, the camera is installed through angle adjusting part in the top of roof.
As a preferable technical scheme of the invention, the bottom end of the upright post is rotatably connected with the base through a bearing.
As a preferred technical solution of the present invention, the steering assembly includes a rotating motor, a rotating shaft is fixedly connected to a top of the rotating motor, a driving gear is fixedly connected to a top end of the rotating shaft, and the driving gear is engaged with the driven gear.
As a preferable technical scheme, the lifting adjusting assembly comprises a lifting motor, the top of the lifting motor is fixedly connected with a screw rod, and the top end of the screw rod extends into the threaded hole.
As a preferred technical solution of the present invention, the angle adjusting assembly includes a support bar and a moving groove; one end of the supporting rod is rotatably connected with one side of the bottom of the camera, and the other end of the supporting rod is fixedly connected with the top plate; the moving groove is formed in the top of one side, away from the supporting rod, of the top plate, a moving block is connected in the moving groove in a sliding mode, the top of the moving block is rotatably connected with a supporting rod, and one end, away from the moving block, of the supporting rod is rotatably connected with the bottom of the camera; and a telescopic cylinder is fixedly arranged between the inner wall of one side of the moving groove and the moving block.
As a preferable technical scheme, a sealing ring is arranged on the inner wall of the top end of the accommodating groove and is connected with the lifting rod in a sliding mode.
As a preferable technical scheme of the invention, rubber pads are respectively arranged between the bottom of the inner cavity of the accommodating groove and the lifting motor and between the base and the rotating motor.
Compared with the prior art, the invention has the beneficial effects that:
according to the invention, the image information is acquired by the image acquisition device, and the acquired image information is input into the model of the multi-modal scene for scene information matching, and the shooting angle, height and direction of the camera can be changed in the image acquisition device, so that the picture can be acquired better and more clearly, and the reliability and accuracy of identifying the specific target of the multi-modal scene are improved.
Drawings
Fig. 1 is a schematic structural view of an image capturing device employed in the present invention.
In the figure: 1. a base; 2. a column; 3. a driven gear; 4. a steering assembly; 41. a rotating electric machine; 42. a rotating shaft; 43. a driving gear; 5. accommodating grooves; 6. a lifting rod; 7. a threaded hole; 8. a lift adjustment assembly; 81. a lifting motor; 82. a screw rod; 9. a top plate; 10. an angle adjustment assembly; 101. a support bar; 102. a moving groove; 103. a moving block; 104. a strut; 105. a telescopic cylinder; 11. a camera; 12. a seal ring; 13. and (7) a rubber pad.
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.
In the description of the present invention, it should be noted that the terms "vertical", "upper", "lower", "horizontal", and the like indicate orientations or positional relationships based on those shown in the drawings, and are only for convenience of describing the present invention and simplifying the description, but do not indicate or imply that the referred device or element must have a specific orientation, be constructed in a specific orientation, and be operated, and thus, should not be construed as limiting the present invention.
In the description of the present invention, it should also be noted that, unless otherwise explicitly specified or limited, the terms "disposed," "mounted," "connected," and "connected" are to be construed broadly and may, for example, be fixedly connected, detachably connected, or integrally connected; can be mechanically or electrically connected; they may be connected directly or indirectly through intervening media, or they may be interconnected between two elements. The specific meanings of the above terms in the present invention can be understood by those skilled in the art according to specific situations.
Referring to fig. 1, the present invention provides a technical solution: a quality control method for a multi-modal scene specific target recognition model comprises the following steps:
the method comprises the following steps: receiving information of a multi-modal scene, and performing attribute classification on the scene information;
step two: adding a category judgment attribute of the scene information;
step three: inputting image information into a model of a multi-modal scene through an image acquisition device, matching scene information, and displaying the matched scene through a display;
the image acquisition device adopted in the third step comprises a base 1, wherein the top of the base 1 is provided with an upright post 2, the bottom of the outer side of the upright post 2 is fixedly sleeved with a driven gear 3, and one side of the top of the base 1 is provided with a steering assembly 4; the top of the upright post 2 is provided with an accommodating groove 5, a lifting rod 6 is movably arranged in the accommodating groove 5, the bottom of the lifting rod 6 is provided with a threaded hole 7, and the bottom of the inner cavity of the accommodating groove 5 is provided with a lifting adjusting assembly 8; the bottom end of the lifting rod 6 is fixedly connected with a top plate 9, and a camera 11 is mounted above the top plate 9 through an angle adjusting component 10.
Furthermore, the bottom end of the upright post 2 is rotatably connected with the base 1 through a bearing.
Further, the steering assembly 4 includes a rotating motor 41, a rotating shaft 42 is fixedly connected to the top of the rotating motor 41, a driving gear 43 is fixedly connected to the top end of the rotating shaft 42, and the driving gear 43 is engaged with the driven gear 3.
Further, the lifting adjusting assembly 8 comprises a lifting motor 81, a screw rod 82 is fixedly connected to the top of the lifting motor 81, and the top end of the screw rod 82 extends into the threaded hole 7.
Further, the angle adjusting assembly 10 includes a support rod 101 and a moving groove 102; one end of the supporting rod 101 is rotatably connected with one side of the bottom of the camera 11, and the other end of the supporting rod is fixedly connected with the top plate 9; the moving groove 102 is formed in the top of one side, away from the supporting rod 101, of the top plate 9, a moving block 103 is connected in the moving groove 102 in a sliding mode, the top of the moving block 103 is rotatably connected with a supporting rod 104, and one end, away from the moving block 103, of the supporting rod 104 is rotatably connected with the bottom of the camera 11; a telescopic cylinder 105 is fixedly arranged between the inner wall of one side of the moving groove 102 and the moving block 103.
Further, be equipped with sealing washer 12 on the top inner wall of holding tank 5, have waterproof, dustproof effect, and sealing washer 12 and lifter 6 sliding connection.
Further, rubber pads 13 are respectively arranged between the bottom of the inner cavity of the accommodating groove 5 and the lifting motor 81 and between the base 1 and the rotating motor 41, so that a buffering and damping effect is achieved, and the phenomenon that the lifting motor 81 and the rotating motor 41 vibrate too much when in operation to influence the shooting quality of the camera 11 is avoided.
The working principle is as follows: when the multi-modal scene recognition system is used, the image information is collected through the image collection device, the collected image information is input into a model of the multi-modal scene for scene information matching, the shooting angle, the height and the direction of the camera 11 can be changed in the image collection device, pictures can be collected better and more clearly, and the reliability and the accuracy of multi-modal scene specific target recognition are improved;
when the shooting angle of the camera 11 is adjusted, the telescopic cylinder 105 is started, the piston end of the telescopic cylinder 105 drives the moving block 103 to move along the moving groove 102, the moving block 103 drives the supporting rod 104 to rotate, and when the supporting rod 104 rotates, one end of the camera 11 can be driven to move up and down, so that the camera 11 is in an inclined state, and the adjustment of the angle of the camera 11 is further completed;
when the height of the camera 11 is adjusted, the lifting motor 81 is started, the output end of the lifting motor 81 drives the screw rod 82 to rotate, the screw rod 82 is in threaded connection with the threaded hole 7 in the lifting rod 6, the lifting rod 6 can move up and down when the screw rod 82 rotates, the lifting rod 6 drives the lifter 11 to synchronously move through the top plate 9, and therefore the height adjustment of the camera 11 is completed;
when the shooting direction of the camera 11 is adjusted, the rotating motor 41 is started, the output end of the rotating motor 41 drives the rotating shaft 42 to rotate, the rotating shaft 42 drives the driving gear 43 to rotate, the driving gear 43 drives the driven gear 3 which is meshed with the driving gear 43 to rotate, the driven gear 3 drives the stand column 2 to rotate, and the stand column 2 drives the camera 11 above to rotate to complete adjustment.
It is worth noting that: the whole device realizes control over the device through the master control button, and the device matched with the control button is common equipment, belongs to the existing mature technology, and is not repeated for the electrical connection relation and the specific circuit structure.
Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that changes, modifications, substitutions and alterations can be made in these embodiments without departing from the principles and spirit of the invention, the scope of which is defined in the appended claims and their equivalents.
Claims (7)
1. A quality control method for a multi-modal scene specific target recognition model is characterized by comprising the following steps:
the method comprises the following steps: receiving information of a multi-modal scene, and performing attribute classification on the scene information;
step two: adding a category judgment attribute of the scene information;
step three: inputting image information into a model of a multi-modal scene through an image acquisition device, matching scene information, and displaying the matched scene through a display;
the image acquisition device adopted in the third step comprises a base (1), wherein an upright post (2) is arranged at the top of the base (1), a driven gear (3) is fixedly sleeved at the bottom of the outer side of the upright post (2), and a steering assembly (4) is arranged on one side of the top of the base (1); the top of the upright post (2) is provided with a holding tank (5), a lifting rod (6) is movably arranged in the holding tank (5), the bottom of the lifting rod (6) is provided with a threaded hole (7), and the bottom of the inner cavity of the holding tank (5) is provided with a lifting adjusting assembly (8); the bottom end of the lifting rod (6) is fixedly connected with a top plate (9), and a camera (11) is installed above the top plate (9) through an angle adjusting component (10).
2. The quality control method for the multi-modal scene-specific object recognition model according to claim 1, characterized in that: the bottom end of the upright post (2) is rotatably connected with the base (1) through a bearing.
3. The quality control method for the multi-modal scene-specific object recognition model according to claim 1, characterized in that: the steering assembly (4) comprises a rotating motor (41), a rotating shaft (42) is fixedly connected to the top of the rotating motor (41), a driving gear (43) is fixedly connected to the top end of the rotating shaft (42), and the driving gear (43) is meshed with the driven gear (3).
4. The quality control method for the multi-modal scene-specific object recognition model according to claim 1, characterized in that: the lifting adjusting assembly (8) comprises a lifting motor (81), a lead screw (82) is fixedly connected to the top of the lifting motor (81), and the top end of the lead screw (82) extends into the threaded hole (7).
5. The quality control method for the multi-modal scene-specific object recognition model according to claim 1, characterized in that: the angle adjusting assembly (10) comprises a support rod (101) and a moving groove (102); one end of the supporting rod (101) is rotatably connected with one side of the bottom of the camera (11), and the other end of the supporting rod is fixedly connected with the top plate (9); the moving groove (102) is formed in the top of one side, away from the supporting rod (101), of the top plate (9), a moving block (103) is connected in the moving groove (102) in a sliding mode, a supporting rod (104) is rotatably connected to the top of the moving block (103), and one end, away from the moving block (103), of the supporting rod (104) is rotatably connected with the bottom of the camera (11); and a telescopic cylinder (105) is fixedly arranged between the inner wall of one side of the moving groove (102) and the moving block (103).
6. The quality control method for the multi-modal scene-specific object recognition model according to claim 1, characterized in that: be equipped with sealing washer (12) on the top inner wall of holding tank (5), and sealing washer (12) and lifter (6) sliding connection.
7. The quality control method for the multi-modal scene-specific object recognition model according to claim 1, characterized in that: rubber pads (13) are respectively arranged between the bottom of the inner cavity of the accommodating groove (5) and the lifting motor (81) and between the base (1) and the rotating motor (41).
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| Application Number | Priority Date | Filing Date | Title |
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| CN202011099700.2A CN112240458A (en) | 2020-10-14 | 2020-10-14 | Quality control method for multi-modal scene specific target recognition model |
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| CN202011099700.2A CN112240458A (en) | 2020-10-14 | 2020-10-14 | Quality control method for multi-modal scene specific target recognition model |
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Cited By (5)
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| CN113007518A (en) * | 2021-02-22 | 2021-06-22 | 郑州工业应用技术学院 | An artificial intelligence cloud platform |
| CN113110143A (en) * | 2021-03-29 | 2021-07-13 | 华博胜讯信息科技股份有限公司 | Wisdom literary tour data acquisition device based on internet of things |
| CN113446482A (en) * | 2021-08-13 | 2021-09-28 | 义乌工商职业技术学院 | Traffic information acquisition device convenient to adjust camera angle |
| CN114877179A (en) * | 2022-04-27 | 2022-08-09 | 北京艺旗网络科技有限公司 | Brightness measurement feedback adjustment display screen for online education |
| CN118411590A (en) * | 2023-08-04 | 2024-07-30 | 内蒙古师范大学 | Street text image acquisition equipment based on scene text detection and recognition technology |
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| CN113110143A (en) * | 2021-03-29 | 2021-07-13 | 华博胜讯信息科技股份有限公司 | Wisdom literary tour data acquisition device based on internet of things |
| CN113110143B (en) * | 2021-03-29 | 2022-08-09 | 华博胜讯信息科技股份有限公司 | Wisdom literary tour data acquisition device based on internet of things |
| CN113446482A (en) * | 2021-08-13 | 2021-09-28 | 义乌工商职业技术学院 | Traffic information acquisition device convenient to adjust camera angle |
| CN114877179A (en) * | 2022-04-27 | 2022-08-09 | 北京艺旗网络科技有限公司 | Brightness measurement feedback adjustment display screen for online education |
| CN118411590A (en) * | 2023-08-04 | 2024-07-30 | 内蒙古师范大学 | Street text image acquisition equipment based on scene text detection and recognition technology |
| CN118411590B (en) * | 2023-08-04 | 2025-02-25 | 内蒙古师范大学 | Street text image acquisition equipment based on scene text detection and recognition technology |
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