GANs Archives - Open Data Science - Your News Source for AI, Machine Learning & more

How AI is Changing Creativity, and How You Can Use it Too

Featured Post Machine Learning Opinion ai art ai changing creativity Application GANs machine learning artposted by Ava Burcham, ODSC September 17, 2019

The limits and expectations of creativity are always being expanded upon: new tools are being created, new techniques discovered, new artists entering the scene. Now more than ever, AI is being considered in all three of those aspects. It begs the question, how is AI changing creativity? And moreover,... Read more

FSGAN: Subject Agnostic Face Swapping and Reenactment

Academic Research Machine Learning Modeling face swapping GANs Machine Learningposted by Ava Burcham, ODSC September 9, 2019

Generative adversarial networks are getting a lot of press as the general public raises their fears on the forgery techniques, but the data science community has been tracking their development, precision, benefits, and threats for years. Recently though, the team of Yuval Nirkin, Yosi Keller (both of Bar-Ilan University),... Read more

Latest Developments in GANs

Conferences Deep Learning Modeling GANsposted by Daniel Gutierrez, ODSC August 12, 2019

Generative adversarial networks (GANs) is a compelling technology that’s widely considered one of the most interesting developments in AI and deep learning in the past decade. This article provides an overview of the ODSC West 2018 talk “Latest Developments in GANs,” presented by Seth Weidman of Facebook. The presentation... Read more

6 Unique GANs Use Cases

Featured Post Opinion GANsposted by Elizabeth Wallace, ODSC June 4, 2019

Generative Adversarial Networks are transforming what we’re able to do with neural networks, and it’s unfortunate that almost all the press goes to those wildly accurate facial constructions like that of This Person Does Not Exist. GANs have some incredible potential so let’s take a look at some really... Read more

Can You Tell the Real People From the GAN Images?

Modeling GANsposted by Luke Coughlin April 19, 2019

What are GANs? GAN stands for Generative Adversarial Network, but the term is quickly becoming synonymous with the images created by these networks. This form of machine learning uses databases of images to create new, disconcertingly realistic fabrications. These images are then run through a second “adversarial” network which... Read more