This paper proposes a system for ultra-light drone (ULD) auto–detection using only one nonstatic optical PTZ camera. The system includes multi-stages of suspect objects detection, clarification, and distance estimation. An AI model for detection and clarification stages is designed based on the YOLOv3 architecture and trained with a practical dataset. |