You Probably Know GANs, But Do You Know How To Train It?

Author(s): Youssef Hosni

Originally published on Towards AI.

A Comprehensive Guide on GANs Training & Minimax Loss Function

While GANs have revolutionized image generation, training them can be tricky. This guide will take you through GAN training step-by-step: from how the discriminator and generator models are trained in each epoch to optimizing the minimax loss function.

If you have heard about GANs, the main idea behind them, and their main applications, and you are curious about their training process and how to train them, this article is for you.

This article is the second in a five articles series. In the coming one, we will discuss how to evaluate GANs models, then we will explore the popular GANs models and… Read the full blog for free on Medium.

Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming a sponsor.

Published via Towards AI