Electric energy meter recognition method and device, computer equipment and storage medium
An identification method and a technology for an electric energy meter, applied in the field of image identification, can solve problems such as low work efficiency and impact on construction progress, etc.
Active Publication Date: 2020-04-03
GUANGZHOU POWER SUPPLY BUREAU GUANGDONG POWER GRID CO LTD
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[0005] Based on this, it is necessary to provide an electric energy meter identification method, device, computer equipment and storage medium for the above-mentioned problems of low work efficiency and influence on construction progress
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[0039] In order to make the purpose, technical solution and advantages of the present application clearer, the implementation manners of the present application will be further described in detail below in conjunction with the accompanying drawings.
[0040] On the basis of the traditional electric energy meter, the intelligent fee-controlled electric energy meter adds intelligent functions such as two-way multi-rate metering function, user-end control function, two-way data communication function and anti-theft function, which greatly facilitates people's daily life. Therefore, more and more users choose to install smart cost-controlled energy meters.
[0041] In the process of installing the smart cost-control electric energy meter, the construction personnel need to install the specified type of intelligent cost-control electric energy meter at a fixed location according to the installation plan. After the installation is completed, the construction personnel need to take pi...
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The invention discloses an electric energy meter identification method and device, computer equipment and a storage medium, and relates to the technical field of image recognition. The method comprises the steps: inputting a to-be-identified target image into an electric energy meter identification network; obtaining an electric energy meter confidence coefficient and an electric energy meter region confidence coefficient output by the electric energy meter identification network, wherein the electric energy meter confidence coefficient is used for indicating a probability that the target image includes the electric energy meter, and the electric energy meter region confidence coefficient is used for indicating a probability that the target image includes a region of the electric energy meter of a preset type; identifying the target image according to the electric energy meter confidence coefficient and the electric energy meter region confidence coefficient to obtain an identificationresult, wherein the identification result is used for indicating whether the target image comprises the preset type of electric energy meter or not. The electric energy meter identification method provided by the embodiment of the invention is more intelligent in processing the target image and higher in working efficiency.
Description
technical field [0001] The present application relates to the technical field of image recognition, in particular to an electric energy meter recognition method, device, computer equipment and storage medium. Background technique [0002] The smart fee-controlled energy meter is the smart terminal of the smart grid. The intelligent fee-controlled energy meter not only has the function of measuring electricity consumption of the traditional energy meter, but also has the function of two-way multi-rate measurement, user-side control function, two-way data communication function and Anti-stealing functions, etc., so more and more enterprises and communities choose to install smart cost-control electric energy meters. [0003] At the construction site where the smart cost-control electric energy meter is installed, the construction personnel need to take photos of the installed smart cost-control electric energy meter to obtain the photos of the installed intelligent cost-contro...
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IPC IPC(8): G06K9/00G06N3/08
CPCG06N3/08G06V20/20G06V2201/02
Inventor 孙颖陈新
Owner GUANGZHOU POWER SUPPLY BUREAU GUANGDONG POWER GRID CO LTD