Deep neural networks embody a revolutionary paradigm in artificial intelligence, enabling machines to master complex patterns and generate intricate decisions. These advanced architectures, structured after the organic brain, consist of nodes of interconnected processors. Through intensive training on vast datasets, deep neural networks refine thei