MUSIQ

What is MUSIQ? MUSIQ, short for Multi-scale Image Quality Transformer, is a model used for multi-scale image quality assessment. It can process images of varying sizes and aspect ratios while maintaining their native resolution. How does MUSIQ work? MUSIQ constructs a multi-scale image input representation that includes the native resolution image and its ARP resized variants. Each image is split into fixed-size patches that are embedded by a patch encoding module. To handle images with vary