Deep neural networks designs are revolutionizing the field of artificial intelligence. These complex networks consist of numerous layers of interconnected neurons, each performing calculations on input data. Through a process called learning, deep neural networks can {identifyrelationships in vast datasets and make reliable predictions or resolutio