DCGAN-LFW

Dataset

Please download the Labelled Faces in the Wild (LFW) dataset from https://www.kaggle.com/jessicali9530/lfw-dataset. Copy the innermost lfw-deepfunneled directory to the root of this repository.

To Train

python3 train.py

To Run Demo

First make sure generator and discriminator are saved to the disk. The models will be saved every epoch of training. Then run,

streamlit run demo.py

Sample Output

Citation

@software{Joji_DCGAN_implementation_on_2021,
author = {Joji},
month = nov,
title = {{DCGAN implementation on LFW}},
url = {https://github.com/JojiJoseph/DCGAN-LFW},
year = {2021}
}