Welcome to the 21st century, where AI generated faces are indistinguishable from real ones. In simpler terms, these fake faces are so realistic that the average person cannot pick them out in a sea of faces.
How did we get here? Should we be scared? This article answers questions like these and others as we take a deep dive into the world of AI generated faces and images.
The media world is about to get its share of the immense possibilities of artificial intelligence. Content writers have been able to make their work smoother using new AI writing tools like INK and Jasper. It is now the turn of photographers and artists to use AI to their benefit.
How Are AI Generated Faces Created?
Generative Adversarial Networks (GANs) are the key to creating fake faces that are like real human faces. This machine learning framework was developed by Ian Goodfellow and his colleagues in 2014
GANs comprise two neural components – the generator and the discriminator. These two are adversaries because the generator creates fake photos for the discriminator to assess and point out as fake or otherwise.
The more the discriminator picks out fake pictures, the better the generator gets at creating the right face. The two neural networks continue this back and forth (training) until the generator creates a face that the discriminator accepts as real.
It is a zero-sum game where one party’s gain is the other party’s loss. In essence, the discriminator will train the generator to up its game till it can beat its detection system.
How Lifelike Are AI-Created Faces?
The use of AI-generated images and faces is more common than you think they are. These faces are so realistic that they are hard to point out. In a study, researchers found out that people found images of fake people made with AI trustworthy. The result was unexpected. One of the researchers noted that they initially felt that the synthetic faces would be less trustworthy than the real faces. Unfortunately, they were wrong.
The truth is that images generated with AI tools have surpassed expectations, and it is becoming harder to spot the use of this technology.
For instance, AI-generated art is hard to spot and is becoming more common every day. However, some AI-generated faces can be spotted on a closer examination like this one:
At first look, the two images are perfectly normal. Observe them a second time, and you’ll find some subtle signs that something is amiss in the second photo.
- There’s a white patch on the ear lobe
- The lenses are mismatched
- The background looks blurry
These are a few features that give out the second picture as fake. However, these features may not be present in other pictures. Other things you can look out for include: mismatched pieces of jewelry like earrings; asymmetric features may be exaggerated. Also, the end pieces of glasses may not match, and bright colors may bleed into the hair and skin from the background.
It is fair to say that faces created with artificial intelligence resemble real people. There are deep fake videos on the internet that show how much a human does resemble AI-created faces.
The last few decades have heralded great development in the field of artificial intelligence. It has disrupted several sectors, and the creation of faces of non-existent people is the next big thing. If Andrew Ng’s opinion about AI is anything to go by, the current advances are just the beginning.
Explore All AI Generator Articles
OpenAI’s GPT-3: Better and Smarter Text Creation
Researchers have tried to create an AI model that generates coherent text for years. By coherent text, we mean writing…
How Professional Writers Use the Best AI Writing Tools
Smart writers understand that they need the best AI content generator. There is a high demand for quality content on…
The Huge Benefits of AI Text Generators
The first thought that comes to mind at the mention of an AI text generator varies. For many, it is just another…
Make Creative Music With Advanced AI
The advent of AI in recent years has seen huge strides in various industries. From beating human pros in poker games to…
Creative and Unique Lyrics With Artificial Intelligence
That awkward situation where creatives experience writer’s block can now be a thing of the past thanks to AI. With…
A Quick Introduction to Artificial Intelligence Image Generators
Artificial intelligence image generators have gotten to the stage where we can all be excited about the future. Needless to say…