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README.md
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license: apache-2.0
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---
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license: apache-2.0
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tags:
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- Super-Resolution
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- computer-vision
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- bsrgan
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- gan
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### Model Description
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[BSRGAN: Designing a Practical Degradation Model for Deep Blind Image Super-Resolution .](https://arxiv.org/abs/2103.14006)
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[BSRGAN-Pip: Packaged version of the BSRGAN repository](https://github.com/kadirnar/bsrgan-pip/)
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[Paper Repo: Implementation of paper - BSRGAN](https://github.com/cszn/BSRGAN)
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### Installation
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```
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pip install bsrgan
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```
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### BSRGAN Usage
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```python
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from bsrgan import BSRGAN
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model = BSRGAN(weights='kadirnar/BSRGANx2', device='cuda:0', hf_model=True)
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model.save = True
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pred = model.predict(img_path='data/image/test.png')
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```
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### BibTeX Entry and Citation Info
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```
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@inproceedings{zhang2021designing,
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title={Designing a Practical Degradation Model for Deep Blind Image Super-Resolution},
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author={Zhang, Kai and Liang, Jingyun and Van Gool, Luc and Timofte, Radu},
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booktitle={IEEE International Conference on Computer Vision},
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pages={4791--4800},
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year={2021}
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}
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```
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