# DCGAN

**Repository Path**: rocprint0321/DCGAN

## Basic Information

- **Project Name**: DCGAN
- **Description**: the pytorch version of dcgan
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 1
- **Forks**: 0
- **Created**: 2020-02-10
- **Last Updated**: 2020-12-18

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# DCGAN
the pytorch version of dcgan[1]

# Requirments 
CUDA 8.0+  

pytorch 0.3.1  

torchvision 

# dcgan.py 
using the mnist[2] dataset 

# dcgan-comic.py 
using the comic images data 
down load the data by [faces](https://pan.baidu.com/s/1n-cB-uJvDXMBjvtwb9iRiA)  

password: 4wyq

# Results 

**dcgan.py  -10 epochs result** 

![image](https://github.com/TeeyoHuang/DCGAN/blob/master/img/10-0.jpg) 
 
 
**dcgan-comic.py -40 epochs result**
![image](https://github.com/TeeyoHuang/DCGAN/blob/master/img/40-32600-0.jpg) 

# Reference 
[1][UNSUPERVISED REPRESENTATION LEARNING WITH DEEP CONVOLUTIONAL GENERATIVE ADVERSARIAL NETWORKS](http://cn.arxiv.org/pdf/1511.06434) 

[2][THE MNIST DATABASE](http://yann.lecun.com/exdb/mnist/) 

# Blog 
[teeyohuang](https://blog.csdn.net/Teeyohuang/article/details/82491439)