A lightweight transmission line foreign object detection algorithm based on improved YOLO11n

Key Points

• The detection algorithm accurately identifies foreign objects, enhancing infrastructure safety.
• It uses an improved YOLO model, achieving a significant increase in detection speed and accuracy.
• This observational analysis focuses on transmission lines, optimizing detection strategies for real-world applications.
• Support for lightweight detection algorithms may reduce operational costs and enhance monitoring capabilities.

Abstract