Deep neural networks represent a revolutionary paradigm in artificial intelligence, enabling machines to learn complex patterns and generate intricate decisions. These advanced architectures, modeled after the human brain, consist of layers of interconnected processors. Through intensive training Deep Learning on vast datasets, deep neural networks