In pedestrian detection, the upsampling operation of YOLOv4 during feature aggregation affects the integrity of feature information for small-scale and occluded targets. To address this issue, we propose a pedestrian detection model named Shuffle Expansion YOLOv4 (SE-YOLOv4) composed of a path ...