CN217467675U - Data reading system based on picture content identification - Google Patents
Data reading system based on picture content identification Download PDFInfo
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- CN217467675U CN217467675U CN202221135448.0U CN202221135448U CN217467675U CN 217467675 U CN217467675 U CN 217467675U CN 202221135448 U CN202221135448 U CN 202221135448U CN 217467675 U CN217467675 U CN 217467675U
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Abstract
The utility model discloses a data reading system based on picture content discernment, including the data reading system that is used for the automatic data that draws and the host computer that is used for analyzing management and control pump station switch, the data reading system includes image acquisition device, and image acquisition device is connected with central treater, and central treater is connected with the memory, and central treater includes image recognition module and has the comparison characteristic library of degree of deep learning ability, and central treater passes through communication module with the data of contrast operation and is connected with the host computer. The utility model discloses but set up image acquisition device collection instrument data picture, through image recognition module discernment reading, transmit to the host computer through communication module, realize automatic reading and record meter data, reduce operation personnel work load to reduce intensity of labour, the discernment rate of accuracy is high, promotes the intelligent information degree of pump station, and is efficient.
Description
Technical Field
The utility model relates to an instrument data acquisition technical field, concretely relates to data reading system based on picture content discernment.
Background
The tap water booster pump station is one of the indispensable important water supply equipment of tap water enterprises in the process of production, operation and dispatch. The water taking and delivery of the tap water are undertaken, and the water outlet pressure and the flow of the pump station can be adjusted according to the actual water load so as to meet the water demand of municipal residents and the production and scheduling of tap water enterprises.
The traditional tap water booster pump station is on duty for 24 hours, and along with the development needs of enterprises and the change of science and technology, the tap water booster pump station develops towards the directions of intellectualization, automation and no humanization, and therefore, various operation monitoring and production data acquisition of the pump station become more important. However, in the actual process, some important data cannot be read in a communication mode, and manual reading and reading are needed (for example, a charging watt-hour meter of a power supply office does not allow a pump station automation system to obtain electric power data of a pump station through communication; the data needs to be read and recorded manually and then input into the system for storage, so that the method is not only a work with huge workload, but also is easy to make mistakes, and has high labor intensity and low efficiency.
SUMMERY OF THE UTILITY MODEL
The utility model aims at designing a data reading system based on picture content discernment to solve the problem that proposes among the above-mentioned background art.
In order to achieve the above object, the utility model provides a following technical scheme: the utility model provides a data reading system based on picture content discernment, is including the data reading system that is used for automatic data of drawing and the host computer that is used for analysis management and control pump station switch, data reading system includes image acquisition device, image acquisition device is connected with central treater, central treater is connected with the memory, central treater includes image recognition module and has the comparison feature library of degree of deep learning ability, central treater passes through communication module with the data of comparison operation and transmits for the host computer.
Furthermore, the number of the data reading systems is 2 or more, and the data reading system also comprises a positioning module connected with the central processor.
Further, the image acquisition device comprises a camera.
Further, the camera is connected with a light sensor and a light supplement lamp.
Further, the host is connected with a human-computer interaction interface.
Further, the human-computer interaction interface is a touch display screen.
Further, the communication module is connected with the host computer by an RS485 communication line.
Furthermore, the communication module is a wireless transmission module, the host is provided with a wireless receiving module, and the wireless transmission module and the wireless receiving module adopt 5G wireless communication.
The utility model has the advantages that: compared with the prior art, because the utility model discloses a data reading system based on picture content discernment sets up the data picture of the collection instrument of image acquisition device, through image recognition module discernment reading, transmits to the host computer through communication module, realizes automatic reading and record meter data, reduces operation personnel work load to reduce intensity of labour, the discernment rate of accuracy is high, promotes the intelligent information degree of pump station, and is efficient.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to these drawings without creative efforts.
Fig. 1 is a schematic flow chart of a data reading system based on picture content identification according to the present invention;
the names of the components identified in the figures are as follows: 1. an image acquisition device; 11. a light supplement lamp; 12. a camera; 13. a light sensor; 2. a central processor; 21. an image recognition module; 22. comparing the feature library; 3. a memory; 4. a communication module; 5. a human-computer interaction interface; 6. a host; 7. and a positioning module.
Detailed Description
The technical solution of the present invention will be described clearly and completely with reference to the accompanying drawings, and obviously, only some embodiments, not all embodiments, of the present invention are described. Based on the embodiments in the present invention, all other embodiments obtained by a person skilled in the art without creative efforts belong to the protection scope of the present invention.
Referring to fig. 1, the utility model discloses a data reading system based on picture content discernment, including the data reading system that is used for the automatic data that draws and the host computer 6 that is used for analysis management and control pump station switch, data reading system includes image acquisition device 1, and image acquisition device 1 is connected with central treater 2, and central treater 2 is connected with memory 3, and central treater 2 includes image recognition module 21 and has the comparison characteristic storehouse 22 of degree of deep learning ability, and central treater 2 passes through communication module 4 with the data of comparison operation and is connected with host computer 6. The comparison feature library 22 is generated by training and self-learning characters, numbers and letters in a data display interface of the equipment needing data acquisition by the neural network, is stored in an internal memory of the central processor 2 and is used for feature matching comparison of picture data; directly taking a picture of the instrument by using the image acquisition device 1, transmitting the picture to the central processor 2 through the image acquisition device 1, and carrying out comparison operation on data preprocessed by the image recognition module 21 and a comparison feature library 22 generated by a neural network by using the central processor 2; the final correct data obtained by the comparison operation is updated and backed up and stored in the memory 3, and the data is transmitted outwards through the communication module 4, so that the labor is saved, the related functions and report data of the unattended pump station are perfected, and the accuracy and the operating efficiency are improved.
The number of the data reading systems is 2 or more, and the data reading systems are connected with a positioning module 7. Through a plurality of data reading systems, batch processing of data of each instrument can be realized, integrated management is carried out on a plurality of pump stations, and overall processing efficiency is improved.
The image acquisition device 1 comprises a camera 12, and further the camera 12 is connected with a light sensor 13 and a light supplement lamp 11. For further guaranteeing image acquisition's definition, light sensor 13 real-time detection camera 12 is to the instrument environment, and the ambient light that gathers the photo when the response is darker, then central processor 2 opens light filling lamp 11 when shooing according to the feedback, adjusts the clear brightness of the photo that camera 12 shot, guarantees the clarity of photo.
The host 6 is connected with a human-computer interaction interface 5, the human-computer interaction interface 5 is a touch display screen, so that the data transmitted by the data reading system can be conveniently analyzed by an operator in a remote mode, and the touch display screen can display instrument data of each pump station, such as instrument numbers, detection time, monitoring data and the like.
The communication module 4 is connected with the host 6 by an RS485 communication line. In an optional embodiment, the communication module 4 is a wireless transmission module, the host 6 is provided with a wireless receiving module, the wireless transmission module and the wireless receiving module adopt 5G wireless communication, the transmission speed is high, and the host 6 is convenient for performing centralized control on each pump station.
The working principle of the embodiment is as follows: the image acquisition device 1 shoots the instrument, transmit the photo to the central processor 2, the image recognition module decodes the photo, the central processor 2 compares the data decoded by the image recognition module 21 with the comparison feature library 22, the final correct data after the comparison operation is updated and backed up to the memory 3, meanwhile, the data are remotely transmitted to the host 6 through the communication module 4, the host 6 regulates and controls pipelines of each pump station in real time, and an operator can check and analyze the data according to the man-machine interaction interface 5 connected with the host 6, so that automatic meter reading is realized. But set up image acquisition device 1 collection instrument data picture, through image recognition module 21 discernment reading, transmit to host computer 6 through communication module 4, realize automatic reading and record instrument data, reduce operation personnel work load to reduce intensity of labour, the discernment rate of accuracy is high, promotes intelligent information degree, and is efficient.
While the preferred embodiments of the present invention have been described, the present invention is not limited to the above embodiments, and those skilled in the art can make various equivalent modifications or substitutions without departing from the spirit of the present invention, and such equivalent modifications or substitutions are intended to be included within the scope of the present invention as defined by the appended claims.
Claims (8)
1. The data reading system based on picture content identification comprises a data reading system for automatically extracting data and a host (6) for controlling a pump station pipeline switch, and is characterized in that: the data reading system comprises an image acquisition device (1), wherein the image acquisition device (1) is connected with a central processor (2), the central processor (2) is connected with a memory (3), the central processor (2) comprises an image identification module (21) and a comparison feature library (22) with deep learning capacity, and the central processor (2) transmits data of comparison operation to a host (6) through a communication module (4).
2. The data reading system based on picture content identification as claimed in claim 1, wherein: the number of the data reading systems is 2 or more, and the data reading system also comprises a positioning module (7) connected with the central processor (2).
3. The data reading system based on picture content identification as claimed in claim 1, wherein: the image acquisition device (1) is a camera (12).
4. The data reading system based on picture content identification as claimed in claim 3, wherein: the camera (12) is connected with a light sensor (13) and a light supplement lamp (11).
5. The data reading system based on picture content identification as claimed in claim 1, wherein: the host (6) is connected with a human-computer interaction interface (5).
6. The data reading system based on picture content identification as claimed in claim 5, wherein: the human-computer interaction interface (5) is a touch display screen.
7. The data reading system based on picture content identification as claimed in claim 1, wherein: and the communication module (4) is connected with the host (6) by an RS485 communication line.
8. The data reading system based on picture content identification as claimed in claim 1, wherein: the communication module (4) is a wireless transmission module, the host (6) is provided with a wireless receiving module, and the wireless transmission module and the wireless receiving module are in 5G wireless communication.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202221135448.0U CN217467675U (en) | 2022-05-12 | 2022-05-12 | Data reading system based on picture content identification |
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202221135448.0U CN217467675U (en) | 2022-05-12 | 2022-05-12 | Data reading system based on picture content identification |
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| Publication Number | Publication Date |
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| CN217467675U true CN217467675U (en) | 2022-09-20 |
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| CN202221135448.0U Active CN217467675U (en) | 2022-05-12 | 2022-05-12 | Data reading system based on picture content identification |
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- 2022-05-12 CN CN202221135448.0U patent/CN217467675U/en active Active
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