More advanced upscaling techniques have been developed in recent years, often utilizing machine learning algorithms. One popular method is called "super-resolution" or "deep learning-based upscaling." These methods use neural networks trained on a large dataset of high-resolution images to learn patterns and details in order to generate more accurate and visually pleasing
Upscale images By analyzing the content of the image and predicting missing information, these algorithms can produce sharper and more realistic results.