Intelligent power distribution station house meter reading identification method based on deep learning

The invention relates to an intelligent power distribution station room meter reading identification method based on deep learning, and the method comprises the following steps: 1, recognizing meters in a power distribution station room by using yolov3, and dividing the meters into pointer type meters and digital display type meters; and step 2, aiming at two different types of instruments, reading by using a corresponding method. According to the instrument reading method provided by the invention, two common instruments in the power distribution station house can be well detected, and corresponding reading methods are formulated according to different types of the instruments. By means of the method, most instruments in the power distribution station house can be detected, automatic reading and recording can be achieved, workers are prevented from reading the instruments on site, the workload of the workers is greatly reduced, and construction of the intelligent power distribution station house is facilitat