Deep neural networks represent a revolutionary paradigm in artificial intelligence, enabling machines to learn complex patterns and perform intricate decisions. These advanced architectures, modeled after the biological brain, consist of nodes of interconnected neurons. Through profound training on vast datasets, deep neural networks adapt their co