YigitGunduc / Conditional-GANs-CGANs

Conditional Generative Adversarial Networks(cgans) to convert text to image implemented in Python and TensorFlow & Keras

Conditional Generative Adversarial Nets/CGANs

Overview

This project implements Conditional GANs in Tensorflow & Keras to generate images according to a given label

Based on the following paper

• https://arxiv.org/abs/1411.1784

Usage and Getting Started

# clone the repo
git clone https://github.com/YigitGunduc/Conditional-GANs-CGANs.git

# install requirements
pip install -r requirements.txt

# training the model
python3 train.py

# generating images
python3 generate.py LABEL

Visualizations

Source for GIF(https://www.mathworks.com/matlabcentral/fileexchange/75441-conditional-gan-and-cnn-classification-with-fashion-mnist)