Transfer learning proffers as a powerful methodology within the realm of deep neural networks. This concept involves leveraging pre-trained models, which have been exposed on immense datasets, to enhance the training process for new tasks. By migrating the learned representations from the source domain to the target domain, transfer learning mitiga