# CameraSR

**Repository Path**: Liuqk01/CameraSR

## Basic Information

- **Project Name**: CameraSR
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: MIT
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2023-11-14
- **Last Updated**: 2024-12-20

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

Camera Lens Super-Resolution
====
Chang Chen, Zhiwei Xiong, Xinmei Tian, Zheng-Jun Zha, Feng Wu. [Camera Lens Super-Resolution](http://staff.ustc.edu.cn/~zwxiong/cameraSR.pdf). In CVPR 2019. <br/>

## 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) <br/>
Download City100_RAW.tar.gz.0~2 from  <br/>
[http://pan.bitahub.com/index.php?mod=shares& <br/>
sid=eTJ2bFFQR3BzTm5FTGdWN19RNGh1TTR4d0Q3Y2dKT3NwNGVvSUE](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 <br/>
```
cd Models/VDSR && python inference.py
```
Usage example to SRGAN model for perceptual quality <br/>
```
cd Models/SRGAN/model
cat model.data-00000-of-00001.tar.gz.* | tar -xzv
cd .. && /bin/bash inference.sh
```