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PaQ-2-PiQ
Code for our paper "From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality"
@article{ying2019patches,
title={From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality},
author={Ying, Zhenqi
ang and Niu, Haoran and Gupta, Praful and Mahajan, Dhruv and Ghadiyaram, Deepti and Bovik, Alan},
journal={arXiv preprint arXiv:1912.10088},
year={2019}
}
Features
- support cpu-only, just install pytorch-cpu and followed by fastai
Setup
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python 3.6/3.7
python --version
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install prerequisites by
pip install -r requirements.txt
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Download the pretrained models and put them under a folder named
models
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Open a Jupyter notebook and run
demo.ipynb