---
title: swin2SR-realworld-sr-x4-64-bsrgan-psnr-ONNX
canonical_url: "https://www.modelscope.cn/models/onnx-community/swin2SR-realworld-sr-x4-64-bsrgan-psnr-ONNX"
md_url: "https://www.modelscope.cn/models/onnx-community/swin2SR-realworld-sr-x4-64-bsrgan-psnr-ONNX.md"
repository: onnx-community/swin2SR-realworld-sr-x4-64-bsrgan-psnr-ONNX
last_updated: 2026-01-04
license: apache-2.0
pipeline_tag: image-to-image
tasks:
  - image-to-image
model_type:
  - swin2sr
architectures:
  - Swin2SRForImageSuperResolution
base_model:
  - caidas/swin2SR-realworld-sr-x4-64-bsrgan-psnr
base_model_relation: finetune
library_name:
  - onnx
  - pytorch
frameworks:
  - pytorch
downloads: 44
stars: 0
tags:
  - vision
  - image-to-image
---

# swin2SR-realworld-sr-x4-64-bsrgan-psnr-ONNX

> swin2SR-realworld-sr-x4-64-bsrgan-psnr-ONNX - onnx-community 在 ModelScope 开源的模型。swin2SR-realworld-sr-x4-64-bsrgan-psnr (ONNX)

onnx-community/swin2SR-realworld-sr-x4-64-bsrgan-psnr-ONNX 是 ModelScope 魔搭社区上的image-to-image模型，采用 apache-2.0 许可，基于 caidas/swin2SR-realworld-sr-x4-64-bsrgan-psnr 构建。

- **Repository**: onnx-community/swin2SR-realworld-sr-x4-64-bsrgan-psnr-ONNX
- **License**: apache-2.0
- **Tasks**: image-to-image
- **Base model**: caidas/swin2SR-realworld-sr-x4-64-bsrgan-psnr
- **Tags**: vision, image-to-image
- **Downloads**: 44
- **Stars**: 0
- **Last updated**: 2026-01-04

Source: https://www.modelscope.cn/models/onnx-community/swin2SR-realworld-sr-x4-64-bsrgan-psnr-ONNX

---

# swin2SR-realworld-sr-x4-64-bsrgan-psnr (ONNX)


This is an ONNX version of [caidas/swin2SR-realworld-sr-x4-64-bsrgan-psnr](https://huggingface.co/caidas/swin2SR-realworld-sr-x4-64-bsrgan-psnr). It was automatically converted and uploaded using [this Hugging Face Space](https://huggingface.co/spaces/onnx-community/convert-to-onnx).


## Usage with Transformers.js


See the pipeline documentation for `image-to-image`: https://huggingface.co/docs/transformers.js/api/pipelines#module_pipelines.ImageToImagePipeline


---


# 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 real-world image super resolution.

# Usage

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