Pantograph arcing detection method and system, electronic equipment and storage medium

The invention discloses a pantograph arcing detection method and system, electronic equipment and a storage medium. The detection method comprises the steps of processing a to-be-detected image based on a target detection algorithm to determine a target area; performing boundary processing on the target area according to the pantograph component; and detecting the target area after boundary processing based on a convolutional neural network VGG16 to determine whether arcing occurs. Aiming at the defect of insufficient pantograph arcing detection precision of a traditional image processing technology at present, whether arcing exists is judged by adopting a target detection algorithm, a boundary processing algorithm and a convolutional neural network VGG16, so that pantograph arcing area capture, arcing classification and arcing parameter acquisition based on a deep learning algorithm are realized; the method solves the problems that in the prior art, an arcing area is difficult to determine, binary threshold