Electric power place personnel identity recognition method and device based on deep learning

Abstract

The invention relates to an electric power place personnel identity recognition method and device based on deep learning, computer equipment, a storage medium and a computer program product. The method comprises the steps of obtaining a to-be-detected face image; the to-be-detected face image is a face image of a person who needs to enter the target power place; determining a face image feature corresponding to the to-be-detected face image, and determining a target person corresponding to the to-be-detected face image according to the face image feature; acquiring personnel identity information of the target personnel and power work ticket content of the target personnel; and determining target qualification information required for executing the to-be-executed task in the power work ticket content, and if the qualification information in the personnel identity information is matched with the target qualification information, allowing the target personnel to enter the target power place. By adopting the method, safety accidents caused by the fact that personnel without permission and qualification enter the electric power place can be avoided, fine management of the personnel entering the electric power place is realized, and the personnel management and control effect of the electric power place is improved.

Description

technical field [0001] The present application relates to the field of electric power technology, and in particular, to a deep learning-based identification method, device, computer equipment, storage medium and computer program product for the identification of electric power site workers. Background technique [0002] With the increasing demand for electric energy in production and life, the quality requirements for the power supply provided by the power supply department are also getting higher and higher. In order to ensure the normal operation of the power grid, inspection personnel are required to enter the relevant power sites for daily inspection and maintenance operations. [0003] In order to prevent personnel without authority and qualifications from entering the power site, it is necessary to identify the personnel entering the power site. However, in the traditional technology, due to the inability to achieve refined management of the personnel entering the powe...

AI Technical Summary

Problems solved by technology

[0003] In order to prevent people without authority and qualifications from entering the power site, it is necessary to identify the personnel entering the power site. However, in the traditional technology, due to the inability to realize the refined management of the personnel entering the power site, non-professionals enter the power site by mistake. place, there is a great security risk

[0004] Therefore, in the traditional technology, there is a problem of poor management and control of personnel in power places

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