jingyunliang/swinir

Image Restoration Using Swin Transformer

Capabilities

Reference Images

Cost

Community model (estimated from hardware time)

Input Parameters

Name	Type	Description	Default	Constraints
`image` *	string (uri)	input image	`—`	—
`jpeg`	integer	scale factor, activated for JPEG Compression Artifact Reduction. Leave it as default or arbitrary if other tasks are selected	`40`	—
`noise`	integer	noise level, activated for Grayscale Image Denoising and Color Image Denoising. Leave it as default or arbitrary if other tasks are selected	`15`	15 25 50
`task_type`	string	Choose a task	`"Real-World Image Super-Resolution-Large"`	Real-World Image Super-Resolution-Large Real-World Image Super-Resolution-Medium Grayscale Image Denoising Color Image Denoising JPEG Compression Artifact Reduction

image required string

input image

jpeg integer

scale factor, activated for JPEG Compression Artifact Reduction. Leave it as default or arbitrary if other tasks are selected

Default: 40

noise integer

noise level, activated for Grayscale Image Denoising and Color Image Denoising. Leave it as default or arbitrary if other tasks are selected

Default: 15

15 25 50

task_type string

Choose a task

Default: "Real-World Image Super-Resolution-Large"

Real-World Image Super-Resolution-Large Real-World Image Super-Resolution-Medium Grayscale Image Denoising Color Image Denoising JPEG Compression Artifact Reduction

Version: 660d922d3315 Updated: 6/8/2026 6.3M runs