Image identification system, central meter reading data system with image identification system, and remote central meter reading method

Abstract

The invention discloses an image identification system capable of improving image identification accuracy. The image identification system comprises a file server, a picture processing module, a digital transmission module, and a learning training library; the file server is used for storing a picture received by an input end and data transmitted from a digital transmission module; the picture processing module is used for processing the picture in the file server at fixed time; the digital transmission module is used for judging the output of the picture processing module, and transmitting the output of the picture processing module to the file server or the learning training library according to a judgment result; the learning training library is used for performing depth learning on thedata transmitted from the digital transmission module, continuously extracting data features, and transmitting the features to the picture processing module, thereby enhancing the processing capacityof the picture processing module. The invention further discloses a central meter reading system with the image identification system, the central meter reading system is strong in adaptability and intelligent in management; the invention further discloses a remote central meter reading method which is high in accuracy, convenient and feasible.

Description

technical field [0001] The invention belongs to the technical field of automatic meter reading auxiliary equipment and methods, and in particular relates to an image recognition system, a centralized data reading system with the image recognition system and a remote centralized meter reading method. Background technique [0002] In water supply companies, gas companies, power companies, and heat companies that supply water, electricity, gas, and heat, in order to realize automatic meter reading of traditional meters, MBUS meter code disc camera recognition remote transmission equipment is usually used to read traditional meters. Code disc numbers for identification and remote transmission. However, the currently used MBUS meter code disc camera recognition remote transmission equipment is to transmit the digital picture of the code disc of the ordinary mechanical instrument captured by the camera to the CPU of the camera recognition remote transmission device, and then trans...

AI Technical Summary

Problems solved by technology

Although this kind of remote transmission equipment solves the above problems that the remote transmission equipment needs to be equipped with power supply, collector and concentrator for MBUS meter code disc camera recognition, but this kind of remote transmission equipment uses the CPU to analyze the photos. Due to the traditional mechanical water meter model The specifications are various and not uniform, the CPU processing resources are limited, the analysis accuracy is difficult to guarantee, and the versatility is still not high; in addition, the values ​​analyzed by the CPU of this remote transmission device are directly transmitted to the meter reading center through the NB-IOT chip , that is, how many mechanical water meters there are, then how many values ​​are transmitted to the meter reading center respectively. The mechanical water meters are still managed discretely, and the intelligence is insufficient.

[0004] It can be seen that the existing instrument identification remote transmission equipment has problems such as low accuracy, poor versatility, inability to integrate, and inconvenient use.

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