Deep neural networks represent a revolutionary paradigm in artificial intelligence, enabling machines to acquire complex patterns and perform intricate decisions. These powerful architectures, modeled after the human brain, consist of layers of interconnected neurons. Through extensive training on vast datasets, deep neural networks adapt their con