This is Gan network used to Create Artistic Piece (pictures) . The dataset for training of the gan network has been taken from the kaggle. I have used number of the techniques to improve th performance of the Gans. There are different training Rates for the Discrminator and Generator. Adding of gaussian noise to the latent representation so to enhance the GAN training. For more inforamtion check the code