|
--- |
|
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/4xNomos2_otf_esrgan) |
|
|
|
# 4xNomos2_otf_esrgan |
|
|
|
Scale: 4 |
|
Architecture: [ESRGAN](https://github.com/xinntao/Real-ESRGAN) |
|
Architecture Option: esrgan |
|
|
|
Author: Philip Hofmann |
|
License: CC-BY-0.4 |
|
Purpose: Restoration |
|
Subject: Photography |
|
Input Type: Images |
|
Release Date: 22.06.2024 |
|
|
|
Dataset: Nomos-v2 |
|
Dataset Size: 6000 |
|
OTF (on the fly augmentations): Yes |
|
Pretrained Model: RealESRGAN_x4plus |
|
Iterations: 246'000 |
|
Batch Size: 8 |
|
GT Size: 256 |
|
|
|
Description: |
|
|
|
4x ESRGAN model for photography, trained using the Real-ESRGAN otf degradation pipeline. |
|
|
|
Showcase: |
|
[Slow Pics 8 Examples](https://slow.pics/s/Y5wdyTPh?canvas-mode=fit-width&image-fit=contain) |
|
|
|
![Example1](https://github.com/Phhofm/models/assets/14755670/9486b186-f9c1-49ad-b4ae-be63bb85aeff) |
|
![Example2](https://github.com/Phhofm/models/assets/14755670/acd9bb3e-741f-4056-b7e9-fb6aa4243d10) |
|
![Example3](https://github.com/Phhofm/models/assets/14755670/a2b00a79-6d7c-4e3c-ad3b-1038ce5f75f3) |
|
![Example4](https://github.com/Phhofm/models/assets/14755670/bfc1078f-5ec7-48df-83ef-665a7a0a4723) |
|
![Example5](https://github.com/Phhofm/models/assets/14755670/8467e576-7a73-48b6-96af-3cf7af15019f) |
|
![Example6](https://github.com/Phhofm/models/assets/14755670/039d3f50-3aed-491b-8890-84d555d7a1c8) |
|
![Example7](https://github.com/Phhofm/models/assets/14755670/618fa172-c890-4c9f-8618-9086cdb50ae1) |
|
|
|
|