---
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/4xNomos2_otf_esrgan)  

# 4xNomos2_otf_esrgan

Scale: 4  
Architecture: [ESRGAN](https://github.com/xinntao/Real-ESRGAN)  
Architecture Option: esrgan  

Author: Philip Hofmann  
License: CC-BY-0.4  
Purpose: Restoration  
Subject: Photography  
Input Type: Images  
Release Date: 22.06.2024  

Dataset: Nomos-v2  
Dataset Size: 6000  
OTF (on the fly augmentations): Yes  
Pretrained Model: RealESRGAN_x4plus  
Iterations: 246'000  
Batch Size: 8  
GT Size: 256  

Description:  

4x ESRGAN model for photography, trained using the Real-ESRGAN otf degradation pipeline.  

Showcase:
[Slow Pics 8 Examples](https://slow.pics/s/Y5wdyTPh?canvas-mode=fit-width&image-fit=contain)

![Example1](https://github.com/Phhofm/models/assets/14755670/9486b186-f9c1-49ad-b4ae-be63bb85aeff)
![Example2](https://github.com/Phhofm/models/assets/14755670/acd9bb3e-741f-4056-b7e9-fb6aa4243d10)
![Example3](https://github.com/Phhofm/models/assets/14755670/a2b00a79-6d7c-4e3c-ad3b-1038ce5f75f3)
![Example4](https://github.com/Phhofm/models/assets/14755670/bfc1078f-5ec7-48df-83ef-665a7a0a4723)
![Example5](https://github.com/Phhofm/models/assets/14755670/8467e576-7a73-48b6-96af-3cf7af15019f)
![Example6](https://github.com/Phhofm/models/assets/14755670/039d3f50-3aed-491b-8890-84d555d7a1c8)
![Example7](https://github.com/Phhofm/models/assets/14755670/618fa172-c890-4c9f-8618-9086cdb50ae1)