Deep neural networks harness a revolutionary paradigm in artificial intelligence, enabling machines to learn complex patterns and generate intricate decisions. These advanced architectures, inspired after the biological brain, consist of units of interconnected components. Through extensive training on vast datasets, deep neural networks refine the