Deep neural networks have emerged 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 repetitive training processes, deep neural networks learn the ability to recognize patterns and make reliable predicti