---
license: cc-by-4.0
pipeline_tag: image-to-image
tags:
- pytorch
- super-resolution
---

[Link to Github Release](https://github.com/Phhofm/models/releases/tag/2xNomosUni_compact_otf_medium)  

# 2xNomosUni_compact_otf_medium

Name: 2xNomosUni_compact_otf_medium  
Author: Philip Hofmann  
Release Date: 11.01.2024  
License: CC BY 4.0  
Network: SRVGGNetCompact  
Scale: 2  
Purpose: 2x fast universal upscaler with medium degradation handling (jpg compression, noise, blur)  
Iterations: 276'000  
epoch: 218  
batch_size: 12  
HR_size: 128  
Dataset: nomosuni  
Number of train images: 2989  
OTF Training: Yes  
Pretrained_Model_G: 2xNomosUni_compact_otf_strong  

Description:  
2x compact fast universal upscaler with medium degradation handling using the Real-ESRGAN training pipeline, based off 2xNomosUni_compact_otf_strong. Handles jpg compression, some noise, and some blur (so dejpgs, denoises and deblurs).

Examples:  
[RealPhoto](https://imgsli.com/MjMyNTUy)
[Noisy](https://imgsli.com/MjMyNTUz)

![Example1](https://github.com/Phhofm/models/assets/14755670/d0484c6c-d6bf-4bb9-9539-0c2242eacda7)
![Example2](https://github.com/Phhofm/models/assets/14755670/f65e0488-7129-498f-bc9a-e427a8b3197a)