Deep learning has revolutionized various fields through its sophisticated architectures. These architectures, like Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs), facilitate machines to learn from massive datasets, uncovering hidden patterns and connections. Applications of deep learning are widespread, ranging from pict