AI Can Create Interesting and Fake Faces

Welcome to the 21st century, where AI generated faces are indistinguishable from…

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.

man in black and blue hoodie
Photo by Elijah Hiett on Unsplash

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:

A real face and a face generated with AI.

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.

Frequently asked questions

How can you tell fake faces generated by AI?

  • This looks like paint on straight hair.
  • Text is indecipherable
  • Background is surreal
  • Asymmetry
  • Weird teeth
  • Messy hair
  • Non-stereotypical gender presentation
  • Semi-regular noise

How do you make a real face?

  • 1. Outline the face in step 1.
  • Add the ears and hairline to step 2.
  • Drawing the eyes is step 3, as described in Step 3.
  • Finish the nose in step 4.
  • Step 5: Make a lip representation.
  • Finish the Skin Shavings in Step 6.
  • Add hair to your face drawing.
  • Face Marking: Step 1

How does AI face generator work?

The generator is explained in more detail. StyleGAN, an AI neural network from Nvidia, is based on StyleGANG. The GAN is composed of 2 competing neural networks, one generates something, and the second attempts to determine whether the results are real or generated by the first.

What technology does FaceApp use?

FaceApp uses deep generative convolutional neural networks to make your pictures look amazing. Also called the GAN (Generative Adversarial Network).

What is AI-generated?

AI-generated content is simply content written by AI. They are able to perform tasks that typically require human reasoning, intelligence, learning, or decision-making.

How do you make a face out of a picture?

What is AI images?

Vector images are represented by the Adobe Illustrator file type AI. Other common vector image file types are PDF, EPS, and SVG.

Are AI generated images real?

Some of you may be familiar with deepfake videos, but you may not know that deepfaves can also be still images. Deep learning AI models are capable of generating fake faces that are nearly identical to real people.

What are AI pictures?

AI images are generated through artificial intelligence software. Basically, digital images are created from text prompts.

Who created this person does not exist?

According to Phillip Wang, the 33-year-old software engineer who created this artificial intelligence-powered website that went viral recently.

Can AI create faces?

Find out more. GANs, or generative adversarial networks, are used to learn to create fake images that are less distinguishable from real images when they are paired with two neural networks.

How do I know if art is AI?

  • AI-generated art looks procedural-there are some visible swirl patterns which you can recognize.
  • When it comes to their artwork, artists emphasize detail and definition more than ever before.
  • All systems are processed automatically.

How do you make someone’s face?

How are computer generated faces detected?

According to studies by GANs, they found that many GAN pupils are less-than-round, which can be used as a marker of computer-generated faces. It is important to note that in many cases, users can zoom into the eyes of someone they suspect may not be real to spot pupil irregularities.

How does an AI make images?

This technique uses two neural networks: one creates images and another judge, based on real-life examples, how close the image is to the real thing. This information is then sent back to the original AI system after scoring the image for accuracy.

AI Can Create Interesting and Fake Faces

Abir is a data analyst and researcher. Among her interests are artificial intelligence, machine learning, and natural language processing. As a humanitarian and educator, she actively supports women in tech and promotes diversity.

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