Deep learning has emerged as a transformative methodology in the realm of autonomous vehicles. These sophisticated systems enable vehicles to perceive their surroundings, take decisions, and operate safely in complex conditions. Through vast training data, deep learning architectures can learn to identify objects such as pedestrians, other vehicles