This study proposes an improved lightweight object detection model, You Only Look Once – Long-distance Small-target Detection (YOLO-LSD), designed for the long-range recognition of small objects in ...

This gap causes object detection algorithms to produce high false positive and false negative rates in research on the early detection of such fires. To address this, we developed a domestic-fire ...