The accuracy of insulators and their defect identification by UAVs (unmanned aerial vehicles) in transmission-line inspection needs to be further improved. and the model size of the detection algorithm is significantly reduced to make it more suitable for edge-end deployment. In this paper. the algorithm uses a lightweight GhostNet module to reconstruct the backbone feature extraction... https://www.itsmajorlook.com/