While the field of AI-generated imagery is still relatively new and often thrilling (or terrifying), much of what's coming out of research labs now is incremental improvements on already-existing technology. It feels like every week some institution puts out a new, slightly improved algorithm or pushes a whitepaper to arXiv and it's another dancing skeleton or Mona Lisa moving her lips all weird. And then, sometimes, you get something that machine learning engineers and fans of the Animorphs books can all get excited about. That's what educator and AI researcher Xander Steenbrugge has done, with a series of AI models that morph humans into animals and back again. Like many image style transfer creations, this one was made using generative adversarial networks, or GANs, which "learn" from a training dataset and then try to turn a target image into the source you feed it.

While the field of AI-generated imagery is still relatively new and often thrilling (or terrifying), much of what's coming out of research labs now is incremental improvements on already-existing technology. It feels like every week some institution puts out a new, slightly improved algorithm or pushes a whitepaper to arXiv and it's another dancing skeleton or Mona Lisa moving her lips all weird. And then, sometimes, you get something that machine learning engineers and fans of the Animorphs books can all get excited about. That's what educator and AI researcher Xander Steenbrugge has done, with a series of AI models that morph humans into animals and back again. Like many image style transfer creations, this one was made using generative adversarial networks, or GANs, which "learn" from a training dataset and then try to turn a target image into the source you feed it.

An artificial intelligence researcher has developed an artificial intelligence algorithm that can turn the human face into animal and then back to human form. It produces very fantastic results in the transformations of the artificial intelligence in question. We can say that we have reached exciting points in the images that can be created by artificial intelligence. New techniques developed in research laboratories provide more successful results in this field. A new AI algorithm that turns human faces into animals is evidence of this.

Artificial intelligence in recent time has proved that it can do wonders. Today, AI is not only in our phones, cars, or in devices that follow our commands, but it has also become the new Picasso of this tech-driven era. In this article, we are going to take a look at some of the most amazing paintings and artworks created by AI in recent times. Recently, there were reports that two paintings by the French art collective Obvious are going to be up for auction in Sotheby's in New York this month. But the best part of this entire event is the fact that the paintings are made by artificial intelligence.

Synesthesia is the rare condition when our senses melt together -- some say they can hear colors, others that they can taste words. But what if we let the senses of an artificial intelligence overlap instead? Belgium-based machine learning researcher and educator Xander Steenbrugge has developed a neural network that can turn music into trippy visualizations. Steenbrugge's project, called "Neural Synesthesia," makes use of a generative adversarial network. That's a type of machine learning system that specializes in generating new data from a given training set.