Deep neural networks embody a revolutionary paradigm in artificial intelligence, enabling machines to learn complex patterns and make intricate decisions. These advanced architectures, inspired after the organic brain, consist of nodes of interconnected neurons. Through intensive training on vast datasets, deep neural networks adapt their parameter