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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/4xNomos8kDAT)
# 4xNomos8kDAT
Name: 4xNomos8kDAT
Author: Philip Hofmann
Release Date: 13.08.2023
License: CC BY 4.0
Network: [DAT](https://github.com/zhengchen1999/DAT)
Architecture Option: DAT
Scale: 4
Purpose: 4x photo upscaling model for realistic sr
Iterations: 110000
epoch: 71
batch_size: 4
HR_size: 128
Dataset: [Nomos8k_sfw](https://discord.com/channels/547949405949657098/905446120333930566/1037853129112289321)
Number of train images: 6118
OTF Training: Yes
Pretrained_Model_G: [DAT_x4.pth](https://drive.google.com/file/d/1pEhXmg--IWHaZOwHUFdh7TEJqt2qeuYg)
Description: 4x photo upscaler with otf jpg compression, blur and resize, trained on musl's Nomos8k_sfw dataset for realisic sr, this time based on the DAT arch, as a finetune on the official 4x DAT model.
Examples:
[Imgsli1](https://imgsli.com/MTk4Mjg1) (generated with onnx file)
[Imgsli2](https://imgsli.com/MTk4Mjg2) (generated with onnx file)
[Imgsli](https://imgsli.com/MTk4Mjk5) (generated with testscript of dat repo on the three test images in dataset/single with pth file)
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