---
license: apache-2.0
tags:
- vision
- image-to-image
inference: false
---

# Swin2SR model (image super-resolution)

Swin2SR model that upscales images x4. It was introduced in the paper [Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration](https://arxiv.org/abs/2209.11345)
by Conde et al. and first released in [this repository](https://github.com/mv-lab/swin2sr). 

# Intended use cases

This model is intended for compressed image super resolution.

# Usage

Refer to the [documentation](https://huggingface.co/docs/transformers/main/en/model_doc/swin2sr#transformers.Swin2SRForImageSuperResolution.forward.example).