The translated data: DySample is an ultra-lightweight and efficient dynamic upsampler. Compared to traditional methods, DySample requires less computational resources and can enhance image resolution without adding extra burden. In addition to its lightweight characteristics, DySample excels in five dense prediction tasks, making it suitable for a wide range of image processing tasks and effectively improving the efficiency and quality of image processing.