yolo 4dYOLO is the latest advancement in the acclaimed YOLO (You Only Look Once) series for real-time object detection and image segmentation. It builds on previousYOLOv9 marks a snificant advancement in real-time object detection, introducing groundbreaking techniques such as Programmable Gradient Information (PGI) and