Deep neural networks represent a revolutionary paradigm in artificial intelligence, enabling machines to acquire complex patterns and generate intricate decisions. These powerful architectures, structured after the biological brain, consist of units of interconnected components. Through profound training on vast datasets, deep neural networks refin