Abstract: For self-driving cars, precise object detection is needed to ensure safety. In this paper, three different YOLO models, YOLOv5, YOLOv8, and YOLOv11, are tested on the KITTI dataset to find ...
Abstract: Adverse weather conditions significantly impact the performance of autonomous driving object detection systems, leading to reduced detection accuracy and an increased false detection rate.