Target Detection for Traffic Flow in Low-Altitude Unmanned Aerial Vehicle Scenarios
ACP2-YOLO is proposed, an improved YOLO11-based detection framework for low-altitude UAV traffic scenarios, with the goal of enhancing the detection of vehicles, pedestrians, and non-motorized traffic participants and reduces spatial information loss caused by deep downsampling and improves small-object perception.