Generative artificial intelligence has changed the world, and has become the central pillar of that AI-driven revolution that began to take shape a few years ago. Thanks to this important advance today we can be more productive and more creativeand it is much easier for us to shape projects that would have previously seemed impossible.
That revolution that we know as generative artificial intelligence was possible thanks to the foundational models of AI, and also thanks to the generative adversarial networksidentified as GANs by their acronym in English. These are defined as a class of artificial intelligence algorithms that are used in unsupervised learning, and are implemented using a system of two neural networks.
These two neural networks are known as generator and discriminator. Both compete with each other in a kind of zero-sum game, where the generator network tries to create realistic images, while the discriminator network tries to create a more realistic image. tries to distinguish between what is real and what has been generatedAs these neural networks overcome the challenges posed by GANs, they improve and manage to generate increasingly realistic samples.
GANs and generative artificial intelligence, this is how the revolution began
GANs are fantastic at tackling complicated tasks, such as understand very complex data patterns and use them to create high-quality results. They are used in important applications such as image synthesis, style transfers, data augmentation and image-to-image translation.
NVIDAI GauGAN is a prime example of what is possible with this type of generative adversarial networks. This technology is capable of generating photorealistic images, and its implementation in NVIDIA Canvas paved the way for a new way of create content with just a few strokes.
This app is used today by millions of professionals, including teachers, creative agencies and even museums, and Take advantage of AI acceleration offered by GeForce RTX 20 and higher graphics cards through their Tensor Cores. It is very easy to use, and the results you can achieve are spectacular.
From something as simple as a few strokes that are intended to be the landscape of a beach, we can shape a spectacular design with professional quality. The NVIDIA Canvas application is completely free, and offers a mode called “Panorama” that allows create 360-degree images to also implement them in 3D applicationsincluding graphics engines such as Unreal Engine 5. You can find more information at this link.
AI-generated cover image.