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---
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/4xNomos8kSC)  

# 4xNomos8kSC

Name: 4xNomos8kSC  
Author: Philip Hofmann  
Release Date: 10.05.2023  
License: CC BY 4.0  
Network: RRDBNet  
Scale: 4  
Purpose: A 4x photo ESRGAN upscaling model, handles jpg compression and slight blur  
Iterations: 85,000  
batch_size: 10  
HR_size: 256  
Epoch: 137  
Dataset: Nomos8k_sfw  
Number of train images: 6118  
OTF Training: Yes  
Pretrained_Model_G: RealESRGAN_x4plus.pth  
Training time: 36h on a  P100 GPU  

Description: 4x photo ESRGAN upscaler with otf jpg compression and blur, trained on musl's Nomos8k_sfw dataset for realisic sr.  

Examples: https://imgsli.com/MTc3MzU1   

![Example1](https://github.com/Phhofm/models/assets/14755670/0bdbe964-96e9-408e-ac1b-e9d8f57a2739)  
![Example2](https://github.com/Phhofm/models/assets/14755670/6aef8682-755c-44d0-85d2-9a7def948182)  
![Example3](https://github.com/Phhofm/models/assets/14755670/00b1df1d-2618-47fb-8e99-f3d11e58d222)