How to Edit AI-Generated Faces
Artificial intelligence (AI) art generation tools have become an integral part of the modern art industry as both upcoming and veteran artists use them to enhance the quality of their work. For instance, you can now use an AI face creator like NightCafe Creator to generate photo-realistic images with human faces. This human face generator creates faces that are so real that it’s difficult to differentiate them from real human faces.
Despite its accuracy, sometimes you’ll need to edit the faces generated by your AI art generator. Perhaps you want to add or remove certain features or customise them in a way that better suits your idea or vision.
So, how do you edit AI-generated faces? This article will help you understand how AI generates images with human faces and how you can edit faces.
How to Generate AI Faces
To start, you need to have an AI face generator to create a facial image. This is a special tool designed to create realistic faces in real time through deep learning. Deep learning is a component of machine learning that is based on artificial neural networks that simulate the human brain.
The AI face generator is trained on model-released images of human faces captured in studios that help it recognize and understand the features of a human face. The latest AI face generators employ two competing algorithms: the generator and the discriminator. The generator creates the Deepfakes, while the discriminator detects them as not being real.
These algorithms are trained to recognize and understand datasets that are input for deep learning. Therefore, the more images with human faces you enter into the system, the better your AI face generator becomes. The two algorithms are neural networks that contain nodes that imitate neurons found in the human brain–these neural networks form what’s known as generative adversarial networks.
It’s a good idea to understand how GANs create faces as well as how AI can be trained to recognise faces before you start using your AI face generator. Basically, the algorithms are designed to compete against each other. For instance, the generator tries to trick the discriminator into believing that the fake images are real. The discriminator uses the Deepfakes from the generator to become better at detecting fakes.
Therefore, as the discriminator becomes better at its work, the generator becomes better at generating more photo-realistic faces. This is why GANs are referred to as competing adversaries–when one gets better, the other one becomes better, too. This way, the quality of your images continues to improve as you create more.
How to Edit AI-Generated Faces
Although the latest AI face creators like NightCafe Creator keep evolving and are able to generate more believable images, sometimes the end product isn’t exactly what you are looking for. For this reason, the system was upgraded to allow you to edit the generated images to suit your preference.
Previously, many companies that developed AI art generators didn’t allow their users to edit human faces for fear that they would be used in illegal online activities such as fraud, pornography, and disseminating false information.
Companies like NightCafe now claim that they’ve enhanced the security of their systems, making it difficult for unscrupulous people to misuse the technology. For instance, many software engineering companies developed new detection and response approaches that prevent malicious users from misusing their apps. They’ve included the edit feature in their AI generation tools to give their legitimate users the ability to finetune their images, which is particularly helpful with images of human faces.
With this editing feature, special users such as plastic surgeons can edit their client’s facial features to suggest ways to change their appearance. This editing feature comes with advanced filters that help remove shades and other unwanted facial elements from generated images. This feature has also been trained to detect and block edits that go against the terms of use of the software program–for instance, it won’t make any edits that contain sexual, abusive, or violent elements.