Deep neural networks present themselves as a transformative force in artificial intelligence. These complex designs, inspired by the human brain, comprise multiple layers of interconnected nodes that process vast amounts of data. Through ongoing training processes, deep neural networks learn the ability to distinguish patterns and make accurate pre