Image Super Resolution

Image super-resolution is a machine learning task aimed at upscaling low-resolution images to high-resolution, typically with a magnification factor of 4x or higher, while preserving the content and details of the image as much as possible. This technology can significantly improve image quality, enhance visual effects, and increase the accuracy of computer vision algorithms, making it applicable to a wide range of scenarios.