---
license: bsd-3-clause
tags:
  - super-resolution
  - vision.cpp
pipeline_tag: image-to-image
---
# GGUF models for Real-ESRGAN

ESRGAN is a model for image super-resolution (upscaling). Real-ESRGAN refers to
a collection of models trained to deal with common degradations in images. The
weights in this repository are converted for lightweight inference on consumer
hardware with [vision.cpp](https://github.com/Acly/vision.cpp).

* Original repository: [xinntao/Real-ESRGAN (Github)](https://github.com/xinntao/Real-ESRGAN)
* Original weights: [found here (Github)](https://github.com/xinntao/Real-ESRGAN/releases)

## Run

Example inference with [vision.cpp](https://github.com/Acly/vision.cpp):

```sh
vision-cli esrgan -m RealESRGAN-x4plus_anime-6B-F16.gguf -i input.png -o output.png
```