Power grid image recognition system and method
An image recognition and power grid technology, applied in the field of electric power, can solve problems such as uneven understanding and application of image recognition algorithms, hindering the development speed of image recognition technology, failing to meet fast identification and terminal compatibility, etc., to achieve easy maintenance and management, avoid Manual cumbersome operation, the effect of improving scalability
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Embodiment 1
[0030] refer to figure 1 , A power grid image recognition system provided in Embodiment 1 includes: a service integration layer, a service implementation layer, and a third-party service layer, specifically:
[0031] Service integration layer, including service gateway and service registry.
[0032] Among them, the service registration center is used to register different types of services, and the services here specifically include third-party services and business services. Registering the service to the system enables the system to plug and unplug the service and realize a unified software platform that can be flexibly expanded.
[0033] It can be understood that by registering the business service in the service registry, the business service can be added to the service implementation layer; and by deleting the business service from the service registry, the business service can be deleted from the service implementation layer. Of course, adding to or deleting from the s...
Embodiment 2
[0044] Based on the same inventive concept, the present invention also discloses a grid image recognition method based on the above system, the method includes:
[0045] The service gateway receives external requests, and after finding the corresponding service in the service registry, forwards the request to the corresponding type of service;
[0046] The business service receives the request forwarded by the service gateway, and processes the request by invoking the basic service. Among them, the processing of the request by calling the basic service includes: calling the image recognition basic training service based on the TensorFlow deep learning framework encapsulated in the Docker container to realize the training of the image model, and calling the OpenCV cross-platform based on the OpenCV package encapsulated in the Docker container The image recognition basic algorithm service of the computer vision library realizes image recognition.
[0047] It can be understood t...
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