yolo4dConclusions. In this work, YOLO4D is proposed for Spatio-temporal Real-time 3D Multi-object detection and classification from LiDAR point clouds, where the inputs are 4DIn addition to the YOLO framework, the field of object detection and image processing has developed several other notable methods. Techniques such as R-CNN (Region-based