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bsrgan
kadirnar/bsrgan
bsrgan is a machine learning model from kadirnar. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
BSRGAN: Designing a Practical Degradation Model for Deep Blind Image Super-Resolution .
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Updated Dec 22, 2022
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At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Dec 20, 2022
- Updated
- Dec 22, 2022
- SHA
- e80840d7
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Model card
From the Hugging Face model README
Model Description
BSRGAN: Designing a Practical Degradation Model for Deep Blind Image Super-Resolution .
BSRGAN-Pip: Packaged version of the BSRGAN repository
Paper Repo: Implementation of paper - BSRGAN
Installation
pip install bsrgan
BSRGAN Usage
from bsrgan import BSRGAN
model = BSRGAN(weights='kadirnar/bsrgan', device='cuda:0', hf_model=True)
model.save = True
pred = model.predict(img_path='data/image/test.png')
BibTeX Entry and Citation Info
@inproceedings{zhang2021designing,
title={Designing a Practical Degradation Model for Deep Blind Image Super-Resolution},
author={Zhang, Kai and Liang, Jingyun and Van Gool, Luc and Timofte, Radu},
booktitle={IEEE International Conference on Computer Vision},
pages={4791--4800},
year={2021}
}
- License
- apache-2.0
- Created
- Dec 20, 2022
- Updated
- Dec 22, 2022