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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/4xLSDIRCompact3)
# 4xLSDIRCompactR3
**Name:** 4xLSDIRCompactR3
**Author:** Philip Hofmann
**Release Date:** 11.04.2023
**License:** CC BY 4.0
**Model Architecture:** SRVGGNetCompact
**Scale:** 4
**Purpose:** Upscale (degraded) photos to x4 their size
**Iterations:** 192’500
**batch_size:** Variable(1-45)
**HR_size:** 256
**Dataset:** LSDIR
**Dataset_size:** 10000-84991 hr& lr
**OTF Training** No
**Pretrained_Model_G:** 4xLSDIRCompact.pth
**Description:** Trained on synthetic data, meant to handle more degradations
**Total Training Time:** 61+ hours
![image](https://github.com/Phhofm/models/assets/14755670/5f36b099-e2d5-4d14-b4ed-c33bf045170c)
![image](https://github.com/Phhofm/models/assets/14755670/78497740-bff6-4a93-ba3e-e02928ffd84a)
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