---
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_multijpg_ldl)  

# 2xNomosUni_compact_multijpg_ldl

Name: 2xNomosUni_compact_multijpg_ldl  
Author: Philip Hofmann  
Release Date: 11.01.2024  
License: CC BY 4.0  
Network: SRVGGNetCompact  
Scale: 2  
Purpose: 2x fast universal DoF preserving upscaler  
Iterations: 218'000  
epoch: 168  
batch_size: 12  
HR_size: 128  
Dataset: nomosuni  
Number of train images: 2989  
OTF Training: No  
Pretrained_Model_G: 2x-Compact-Pretrain  

Description:  
2x compact fast universal DoF preserving upscaler, pair trained with jpg degradation (down to 40) and multiscale (down_up, bicubic, bilinear, box, nearest, lanczos).  

Examples:  
[ani](https://slow.pics/c/Zd7UCmLP)  
[face](https://slow.pics/c/wKiu7Orf) 
[dofwheat](https://imgsli.com/MjMyNTU4)
![Example1](https://github.com/Phhofm/models/assets/14755670/87ff74a6-75ca-4e78-bf7b-273f96e5283a)
![Example2](https://github.com/Phhofm/models/assets/14755670/f0136a35-e0e6-4e94-b66c-522372d877ab)
![Example3](https://github.com/Phhofm/models/assets/14755670/ed2a17fa-edda-4129-97fc-e577700c88c6)