cptanalatriste / celebrity-generator

A deep convolutional generative adversarial network (DCGAN) for generating faces.

celebrity-generator

A deep convolutional generative adversarial network (DCGAN) for generating faces, trained over a dataset of celebrity photos.

Getting started

To train the network, be sure to do the following first:

1. Clone this repository.
2. Download a pre-processed version of the CelebFaces Attributes Dataset.
3. Place the dataset files in your cloned copy of the repository.
4. Make sure you have installed all the Python packages defined in requirements.txt.

Instructions

To explore the training process, you can take a look at the dlnd_face_generation.ipynb jupyter notebook. The network code is contained in the celebrity_generator module.