Generative Adversarial Network for Devanagari Script

Folder Structure

Images -> png files of architecture, layers, outputs.
Models and Logs -> h5 model files of classifiers and logs which can be viewed using Tensorboard.
Notebooks -> Jupyter Notebooks of GAN and classifiers.
Results -> Generated and Cleaned Datasets.

Generator Architecture

Discriminator Architecture

Generated Characters

Cleaned Characters