---
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/2xHFA2kShallowESRGAN)  

# 2xHFA2kShallowESRGAN 

Name: 2xHFA2kShallowESRGAN    
Author: Philip Hofmann    
Release Date: 04.01.2024  
License: CC BY 4.0  
Network: Shallow ESRGAN (6 Blocks)  
Scale: 2  
Purpose: 2x anime upscaler  
Iterations: 180'000  
epoch: 167  
batch_size: 12  
HR_size: 128  
Dataset: hfa2k  
Number of train images: 2568  
OTF Training: Yes  
Pretrained_Model_G: None  

Description:
2x shallow esrgan version of the HFA2kCompact model.  
This model should be usable with [FAST_Anime_VSR ](https://github.com/Kiteretsu77/FAST_Anime_VSR) using TensorRT for fast inference, as should my [2xHFA2kReal-CUGAN](https://drive.google.com/file/d/1wqlK-rQjPGKJ5pNoVgnK9gcNF1tA8EjV/view?usp=drive_link) model.  

Slow Pics examples:  
[Example 1](https://slow.pics/c/RZj6GMwS)  
[Example 2](https://slow.pics/c/Q3DHaU45)  
[Ludvae1](https://slow.pics/c/fJi4IphY)  
[Ludvae2](https://slow.pics/c/iIhgHokD)

![Example1](https://github.com/Phhofm/models/assets/14755670/367a6b77-a31a-4784-8a09-aca23596fc9d)
![Example2](https://github.com/Phhofm/models/assets/14755670/4c8a688a-8689-421c-a995-847d4de78e3f)
![Example3](https://github.com/Phhofm/models/assets/14755670/c0981f1c-6650-4604-9cc7-1869bfd8a91d)
![Example4](https://github.com/Phhofm/models/assets/14755670/9d14cdb4-829d-4fad-9887-7ff9780ea200)