Deep neural networks harness a revolutionary paradigm in artificial intelligence, enabling machines to master complex patterns and perform intricate decisions. These powerful architectures, modeled after the biological brain, consist of nodes of interconnected components. Through intensive training on vast datasets, deep neural networks adapt their