DCGAN CelebA

A Deep Convolutional General Adversarial Network (DCGAN) to generate fake faces based on CelebA dataset https://mmlab.ie.cuhk.edu.hk/projects/CelebA.html

GAN model schematic for generating faces (Sandesara, 2020).

Dataset example

Platform: Tensorflow - Keras

Required packages

• tensorflow
• tensorflow_datasets
• matplotlib

Instructions

• Run python DCGAN.py
• Note: The default dataset path is D:/tensorflow_datasets. You can change it depending on your system.

Results