SIG-YOLOv8s-based small object detection algorithm for UAV imagery via multilevel feature fusion
Abstract. In the domain of unmanned aerial vehicle (UAV) aerial imagery, objects frequently exhibit dense and nonuniform distribution patterns, often resulting in false positives and missed detections. To overcome these challenges, we propose SIG-YOLOv8s, an advanced object detection architecture built upon the YOLOv8s...