readme: ---
  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).