Skip to content

/ dcgan

The Simplest DCGAN Implementation

294 stars 120 forks
Star
Notifications
master
Switch branches/tags
1 branch 5 tags
Code
Clone

Use Git or checkout with SVN using the web URL.

Latest commit

 

Git stats

Files

Permalink
Failed to load latest commit information.
Type
Name
Latest commit message
Commit time
img
add image to readme
Apr 11, 2017
.gitignore
TL compatibility and code readabality (#14)
Oct 5, 2018
README.md
Update README.md
Jun 30, 2019
data.py
Update data.py
Jul 10, 2019
model.py
Update model.py
Aug 23, 2019
train.py
Update train.py
Aug 28, 2019
DCGAN in TensorLayer Prerequisites Usage Result on celebA

README.md

DCGAN in TensorLayer

This is the TensorLayer implementation of Deep Convolutional Generative Adversarial Networks. Looking for Text to Image Synthesis ? click here

alt tag

  • 🆕 🔥 2019 May: We just update this project to support TF2 and TL2. Enjoy!
  • 🆕 🔥 2019 May: This project is chosen as the default template of TL projects.

Prerequisites

  • Python3.5 3.6
  • TensorFlow==2.0.0a0 pip3 install tensorflow-gpu==2.0.0a0
  • TensorLayer=2.1.0 pip3 install tensorlayer==2.1.0

Usage

First, download the aligned face images from google or baidu to a data folder.

Second, train the GAN:

$ python train.py

Result on celebA

About

The Simplest DCGAN Implementation

Topics

tensorflow generative-adversarial-network gan dcgan tensorlayer

Resources

Readme

Releases 5

DCGAN for TensorLayer 2.0 and TensorFlow 2.0 Latest
Jul 27, 2019
+ 4 releases

Packages

No packages published

Contributors 4

Languages