ymorsi7 / DCGANImageGen

GAN Training Repository

This repository contains code to train a Generative Adversarial Network (GAN) using PyTorch. The repository includes the generator and discriminator models, training process, and result visualization.

https://www.youtube.com/watch?v=LSyDIURO6qo&ab_channel=YusufMorsi

Table of Contents

• Introduction
• Requirements
• Installation
• Usage
• Training
• Results
• Acknowledgements
• License

Introduction

This project demonstrates how to train a GAN with custom kernel sizes and padding values for the generator and discriminator. The training process includes setting up optimizers, applying weight initialization, and logging losses during training.

Requirements

• Python 3.x
• PyTorch
• torchvision
• numpy
• matplotlib

Installation

1. Clone the repository:

   git clone https://github.com/ymorsi7/DCGANImageGen.git