Understanding StyleGAN1
In this article, we will go through the StyleGAN paper to see how it works and understand it in depth.
14 days ago
GAN
The Evolution of StyleGAN: Introduction
This article reviews the development of the influential StyleGAN model throughout its development history.
2 months ago
Understanding ProGAN
In this article, we will see some GANs improvements over time, then we go through the revolutionary ProGAN paper to see how it works and understand it in depth.
6 months ago
Featured
public
Tutorial
Discover why GANs are awesome!
In this article, we will see why GANs are awesome, understand what GANs really are, how they work, dive deep into the loss function that they use, and then build our first simple GAN from scratch to generate MNIST.
10 months ago
Featured
public
Tutorial
pix2pix Generative Adversarial Networks
In this tutorial, we show how to construct the pix2pix generative adversarial from scratch in TensorFlow, and use it to apply image-to-image translation of satellite images to maps.
By
Bharath K
Featured
public
GAN
Paperspace is sponsoring a community sprint with Hugging Face on the topic of GANs
Paperspace and Hugging Face have partnered to provide free compute resources for a GAN-focused community sprint April 4 - April 15, 2022!
a year ago
Featured
public
Tutorial
How to Conduct One-Shot Face Stylization with JoJoGAN on Gradient Notebooks
This tutorial shows how to setup and run JoJoGAN on Gradient Notebooks to create style transferred images.
a year ago
Featured
public
Tutorial
Deploying a Flask App for Deep Learning on Gradient
In this followup to the introduction to GFP-GAN, we look at using Gradient Deployments to create a Flask API making full use of the model.
a year ago
How to Restore Damaged Photos with GFP-GAN
Use this tutorial to learn how to directly restore the quality of aged or damaged images using GFP-GAN and Gradient!
a year ago
