Deep learning has emerged as a transformative methodology in the realm of autonomous vehicles. These sophisticated models enable vehicles to perceive their surroundings, formulate decisions, and travel safely in complex conditions. Through vast datasets, deep learning architectures can learn to detect objects such as pedestrians, other vehicles, an