“ai upscaling”

AI Image Upscaling: Lanczos vs. Swin2SR vs. Real-ESRGAN — Which Is Best?

A practical comparison of three upscaling approaches — classic Lanczos interpolation, transformer-based Swin2SR, and GAN-based Real-ESRGAN. When each method wins, what to expect on different content types, and how to choose.