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