Changlong Wang

Detection of Symmetry-Breaking Insulator Defects via Asymmetric Direction-Aware YOLOv11

In power transmission systems, insulator strings typically exhibit a distinct periodic geometric symmetry. However, defects such as breakages and flashovers disrupt this symmetry, producing subtle, orientation-sensitive asymmetric patterns that traditional isotropic convolution k...