Deep neural networks are emerging as a transformative force in artificial intelligence. These complex architectures, inspired by the human brain, comprise multiple layers of interconnected nodes that interpret vast amounts of data. Through ongoing training processes, deep neural networks develop the ability to identify patterns and make precise pre