DCGAN_pytorch

This repository is a simple Pytorch Implementation of DCGAN https://arxiv.org/abs/1511.06434 for generation of human faces using CelebA dataset.

Requriements: Pytorch, PIL, Matplotlib, Pickle

Dataset: Download CelebA images from https://www.kaggle.com/jessicali9530/celeba-dataset

To Train the model:

1. Update the dataset path 'train_data_path' in config.py
2. Run Train.py

To Generate images:

1. Update 'model_dir and 'model_path' of the trained model in 'run_inference.py'
2. Run run_inference.py