# SCGAN

**Repository Path**: DFLyan/SCGAN

## Basic Information

- **Project Name**: SCGAN
- **Description**: Learning image compressed sensing with sub-pixel convolutional generative adversarial network
- **Primary Language**: Python
- **License**: MIT
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 1
- **Forks**: 0
- **Created**: 2021-03-22
- **Last Updated**: 2022-05-28

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# SCGAN
Tensorflow implementation of our [Pattern Recognition](https://www.sciencedirect.com/journal/pattern-recognition) paper: ["Learning Image Compressed Sensing with Sub-pixel Convolutional Generative Adversarial Network".](https://www.sciencedirect.com/science/article/pii/S003132031930353X)
## Data Sets
You can download the datasets(Mnist,Fashion-mnist,CelebA) with:
```
$ python download.py [mnist|fmnist|celeba]
```
## Dependencise
* Python 3.6
* Tensorflow 1.10.0
* Tensorlayer 1.11.1
## Training
## Testing
## Citation