Deep neural networks present themselves as a transformative force in artificial intelligence. These complex architectures, inspired by the human brain, comprise multiple layers of interconnected nodes that analyze vast amounts of data. Through iterative training processes, deep neural networks acquire the ability to recognize patterns and make accu