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ngchc
151 Stars 29 Forks MIT License 8 Commits 7 Opened issues

Description

Camera Lens Super-Resolution in CVPR 2019

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Camera Lens Super-Resolution

Chang Chen, Zhiwei Xiong, Xinmei Tian, Zheng-Jun Zha, Feng Wu. Camera Lens Super-Resolution. In CVPR 2019.

City100 Dataset

To access the DSLR version of City100

cd City100/City100_NikonD5500
To access the smartphone version of City100
cd City100/City100_iPhoneX
To access the raw files of City100 (10 GB)
Download City100RAW.tar.gz.0~2 from
http://pan.bitahub.com/index.php?mod=shares&
sid=eTJ2bFFQR3BzTm5FTGdWN19RNGh1TTR4d0Q3Y2dKT3NwNGVvSUE
``` cat City100
RAW.tar.gz.* | tar -xzv ```

Test the pre-trained models

Usage example to VDSR model for reconstruction accuracy

cd Models/VDSR && python inference.py
Usage example to SRGAN model for perceptual quality
cd Models/SRGAN/model
cat model.data-00000-of-00001.tar.gz.* | tar -xzv
cd .. && /bin/bash inference.sh

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