Deep neural networks have emerged as a transformative force in artificial intelligence. These complex architectures, inspired by the human brain, contain multiple layers of interconnected nodes that interpret vast amounts of data. Through ongoing training processes, deep neural networks acquire the ability to recognize patterns and make reliable pr