yolo 4dYOLO (You Only Look Once) is a family of object detection models popular for their real-time processing capabilities, delivering hh accuracyIn this paper, YOLO4D is presented for Spatio-temporal Real-time 3D Multi-object detection and classification from LiDAR point clouds. Automated Driving dynamic scenarios