Although these methods (e.g., lightweight structural design, model pruning (MP), and model quantization) can reduce the deployment difficulty of deep-learning models in insulator defect (ID) detection ...

Insulator defect detection has always been one of the important tasks of transmission line state detection and operation and maintenance. Nowadays, insulator defect detection based on universal data ...