DCGAN in TensorLayer

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

• 🆕 🔥 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