Overview

From scratch implementation of DCGANs

Technical Details

• Framework: PyTorch
• Dataset: CIFAR
• Category: Generative Models

Implementation Details

DCGAN from Scratch

Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

Datasets

CIFAR10: Used torchvision to download the train part of the CIFAR10 dataset directly
CelebA: Link

Frameworks:

Pytorch

Results

Training steps: 7800

CelebA

Training steps: 11700

CIFAR10

Model weights Download Link: link

Source Code

📁 GitHub Repository: DCGANs

View the complete implementation, training scripts, and documentation on GitHub.