As the field of autonomous navigation progresses, the need for transparent AI systems becomes increasingly crucial. Deep learning algorithms, while capable, often operate as black boxes, making it challenging to understand their decision-making processes. This lack of visibility can hinder trust in autonomous vehicles, especially in safety-critica