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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/2xParimgCompact)  

# 2xParimgCompact

Name: 2xParimgCompact  
Author: Philip Hofmann  
Release Date: 05.05.2023  
License: CC BY 4.0  
Model Architecture: SRVGG  
Scale: 2  
Purpose: 2x Upscale photos based on [Microsoft's ImagePairs](https://www.microsoft.com/applied-sciences/projects/imagepairs)  
Iterations: 100'000  
batch_size: 1-8  
HR_size: 256  
Dataset: Microsoft ImagePairs  
Dataset_size: 2x 8'591  
OTF Training: No (PairedImageDataset)  
Pretrained_Model_G: 2x_Compact_Pretrain.pth  

Description:  A 2x photo upscaling compact model based on [Microsoft's ImagePairs](https://www.microsoft.com/applied-sciences/projects/imagepairs). This was one of the earliest models I started training and finished it now for release. As can be seen in the examples, this model will affect colors.  
Examples: https://imgsli.com/MTc2MDI1  

![Example1](https://github.com/Phhofm/models/assets/14755670/44fb81fa-aaf7-4f36-96cf-3e9a0b3cf3d1)
![Example2](https://github.com/Phhofm/models/assets/14755670/2578ffe9-a524-4e8e-a872-5259e620dcae)
![Example3](https://github.com/Phhofm/models/assets/14755670/083a2619-431b-45ef-927f-5e5d75681cf4)
![Example4](https://github.com/Phhofm/models/assets/14755670/d05479cc-cbb5-477d-bfb3-ba151a843edd)