Abstract In view of the low efficiency staff who need to detect insulator, grading ring, spacer and other components with their naked eyes when inspecting transmission line manually, a CBAM Efficient YOLOv5 algorithm is proposed realize automatic detection above components. The improves lightweight YOLOv5, uses EfficientNet network replace original feature extraction network, (Convolutional Blo...