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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/2xNomosUni_esrgan_multijpg)
# 2xNomosUni_esrgan_multijpg
Name: 2xNomosUni_esrgan_multijpg
Author: Philip Hofmann
Release Date: 20.12.2023
License: CC BY 4.0
Network: ESRGAN (RRDBNet)
Scale: 2
Purpose: 2x universal upscaler
Iterations: 110'000
epoch: 64
batch_size: 4
HR_size: 512
Dataset: nomosuni
Number of train images: 2989
OTF Training: No
Pretrained_Model_G: RealESRGAN_x2plus
Description:
2x esrgan universal upscaler, pair trained with jpg degradation (down to 40) and multiscale (down_up, bicubic, bilinear, box, nearest, lanczos).
Try it out in [this huggingface space](https://huggingface.co/spaces/Phips/upscale) I made (since the spaces uses cpu, testing locally on your gpu would be faster)
Slow Pics crops examples:
[ani](https://slow.pics/c/LLP9p89w)
[face](https://slow.pics/c/4IsxVMAB)
[dof_wheat](https://slow.pics/c/zj4q6Mvi)
![2xNomosUni_esrgan_multijpg](https://github.com/Phhofm/models/assets/14755670/9d1899b9-4ade-4244-9e0b-f4b9bf005926)
![2xNomosUni_esrgan_multijpg](https://github.com/Phhofm/models/assets/14755670/825edb19-d70b-4c17-a2b4-55e90574a47a)
![2xNomosUni_esrgan_multijpg](https://github.com/Phhofm/models/assets/14755670/668bed08-c209-4ee1-9ad5-ed27aa1933dc)