DCGAN in TensorLayerX

This is an implementation of Deep Convolutional Generative Adversarial Networks. Looking for Text to Image Synthesis? click here
For earlier version, please check dcgan release and tensorlayer
For more computer vision applications, check TLXCV

Prerequisites

🔥🔥🔥🔥🔥🔥 You need install TensorLayerX at first!

🔥🔥🔥🔥🔥🔥 Please install TensorLayerX via source

pip install tensorlayerx

pip install git+https://github.com/tensorlayer/tensorlayerx.git

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

Please place dataset 'img_align_celeba.zip' under 'data/celebA/' by default.

Your directory structure should look like this:

dcgan/
    └── data.py
    └── model.py
    └── train.py
    └── README.md
    └── data
          └── celebA
            └── img_align_celeba.zip

Second, train the GAN:

$ python train.py