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