DCGAN

The aim of the project is to generate fake human faces using deep convolutional GAN.

Fake Images

Installation

Use the package manager pip to install foobar.

pip install cv2
pip install numpy
pip install matplotlib
pip install torch
pip install torchvision

Instructions.

Download the celebs dataset and paste it in data folder

Project----
       main.py
       generator.py
       discriminator.py
       samples.py
       data----
           celebs----
                 images

Run the main.py to train both discriminator and generator. It takes a while to complete execution. Finally run samples.py file to generate the fake samples.