---
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/2xLexicaRRDBNet)  

# 2xLexicaRRDBNet

Name: 2xLexicaRRDBNet  
Author: Philip Hofmann  
Release Date: 01.06.2023  
License: CC BY 4.0  
Network: RRDBNet  
Scale: 2  
Purpose: Upscaling AI generated images  
Iterations: 185'000  
batch_size: 4  
HR_size: 128  
Epoch: 17 (require iter number per epoch: 10964)  
Dataset: lexica-aperture-v3-small  
Number of train images: 43856  
OTF Training: No  
Pretrained_Model_G: None  

Description: 2x upscaler for the AI generated image output. Trained on 43856 images from lexica.art, so its trained specifically on that model but should work in general on ai generated images. 

16 Examples with Input, Upscaled (Normal and Sharp) and GT Files, plus example data: https://drive.google.com/drive/folders/1LT20d5u1m8CryCrXOJ7pWJd0mlN7X5yA
 
![Example1](https://github.com/Phhofm/models/assets/14755670/3812501e-ef5a-4d8d-b286-3ac73c1c14ec)
![Example2](https://github.com/Phhofm/models/assets/14755670/c69c7b9a-b31f-4246-8133-d6559f1ab378)
![Example3](https://github.com/Phhofm/models/assets/14755670/5eaafd0d-8829-4cd0-8bc1-0973306f5b95)
![Example4](https://github.com/Phhofm/models/assets/14755670/b128687b-35e5-4505-9a7c-1430de309bf0)
![Example5](https://github.com/Phhofm/models/assets/14755670/47109b66-3a24-47c8-be16-ffd294126d06)
![Example6](https://github.com/Phhofm/models/assets/14755670/d533bb3b-20a4-4b72-8c2a-e3e5dbfbc138)
![Example7](https://github.com/Phhofm/models/assets/14755670/7e9d9384-297b-4b30-9638-91235a1b8a14)
![Example8](https://github.com/Phhofm/models/assets/14755670/58228d65-6222-49ec-8672-59a81110d600)
![Example9](https://github.com/Phhofm/models/assets/14755670/2c18374e-b8e6-4807-a1c7-38db257de189)
![Example10](https://github.com/Phhofm/models/assets/14755670/e7d1be71-404f-4982-babc-c6028d2f54b8)
![Example11](https://github.com/Phhofm/models/assets/14755670/1451bd2f-164c-4e50-83ed-6c06711f82f8)
![Example12](https://github.com/Phhofm/models/assets/14755670/9b49469a-8a5a-4d8d-abd7-92ff3c5e132e)
![Example13](https://github.com/Phhofm/models/assets/14755670/a3651ddb-58be-427a-ad62-5f4523e3eebb)
![Example14](https://github.com/Phhofm/models/assets/14755670/5639e063-1b22-46a8-a2f0-dd502e5285f0)
![Example15](https://github.com/Phhofm/models/assets/14755670/5eabc77c-ec3a-4e0b-9422-6472fb229863)
![Example16](https://github.com/Phhofm/models/assets/14755670/616ce870-48c4-4bb8-9d18-16ba8e25bdb8)