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