Deep neural networks have emerged as a transformative force in artificial intelligence. These complex architectures, inspired by the human brain, comprise multiple layers of interconnected nodes that process vast amounts of data. Through iterative training processes, deep neural networks develop the ability to recognize patterns and make accurate p