Deep learning-based algorithms like Super-Resolution Convolutional Neural Networks (SRCNN) or Generative Adversarial Networks (GANs) can enhance image size, but effectiveness depends on factors like original resolution and enlargement extent. Users should be mindful of potential artifacts and computational requirements.