Method and device for identifying snow covering on insulator of power transmission line and electronic equipment

The invention discloses a method and a device for identifying snow covering on an insulator of a power transmission line, and electronic equipment. The method comprises the following steps: acquiring a plurality of insulator images; respectively carrying out image enhancement processing on the plurality of insulator images by adopting an image enhancement method to obtain a plurality of first insulator images; adopting a pre-constructed de-noising convolutional neural network to perform de-noising processing on the plurality of first insulator images to obtain a plurality of second insulator images; inputting the plurality of second insulator images into a pre-constructed initial insulator snow-covering identification model for training to obtain a target insulator snow-covering identification model; and identifying the to-be-identified insulator image by using the target insulator snow-covering identification model to obtain a snow-covering identification result corresponding to the to-be-identified insulato