Painting with Content: AI Will Accelerate Creative Work, Artomatix CTO Says

Video games have evolved into sprawling virtual worlds that can take months to explore. Retailers are building ever more detailed 3D environments to showcase their wares. And in a high-definition world, digital effects in movies and television grow ever more elaborate.

Demand for quality digital content is exploding, and so are the costs involved in creating it.

The solution, explained Artomatix CTO Eric Risser to scores of technologists, designers and entrepreneurs crowding into a talk at GTC Europe Thursday, will be to harness deep learning to combine the speed of computers with the flexibility of human artists.

Painting with Content

“In the future artists aren’t going to paint with colors anymore, they’re going to start painting with content,” Risser said. “They’ll quickly sketch what they want, then they’ll have the AI go and fill in the content.”

One of many breakthroughs, Risser said, came in 2015, when a paper authored by Leon A. Gatys, Alexander S. Ecker and Matthias Bethge — building on decades of research into an obscure field called “texture synthesis” — detailed how to use convolutional neural networks to quickly turn a small sample of a texture into patterns that appear natural to the human eye.

That work sparked an explosion of innovation, with neural networks being built into sophisticated production tools for video games and movies offered by shops such as Dublin-based Artomatix.

But video games — where a sprawling open world game can take five years and $250 million to create — are just the start. Deep learning promises to help humans create everything from architecture to fashion to movies and, ultimately, rich virtual worlds more quickly and easily, Risser said.

Based in a former Guinness brewery, Artomatix uses machine learning and big data analytics to produce everything from detailed landscapes to armies of bad guys, each different from the next. The company won our $100,000 Early Stage Challenge at NVIDIA’s Emerging Companies Summit in 2015.

 The Zombie Graph

Its work hinges on a phenomenon explained by what Risser calls a “zombie graph.” When you create an example of a video game monster, explained Risser, who holds a Ph.D. from Trinity College Dublin, it contains a great deal of unique information. Add another zombie, and you get a little more unique information.

After a while a pattern starts to form, with the amount of unique information added with each additional zombie decreasing, even as the number of examples grows.

Artomatix uses machine learning to make the most of the unique information offered by just a handful of examples of zombies to generate an entire army of unique-looking ones.

That saves artists time — and drudgery — while giving gamers the variety they need to immerse themselves in a digital world. It’s an example of a trend that promises to change the economics of content creation, for the better.

And just in time.

Everyone from architects to auto designers to furniture companies are building three-dimensional models to design and sell their goods, Risser said.
And while humans, who Risser describes as “creative nuclear reactors,” can create this content, there’s just much more work than there are people.

“That’s where creative AI is really disruptive, because it’s been able to break through this supply ceiling,” Risser said.

Content for the Next Generation of Social Media

Meanwhile, immersive, collaborative VR technology experiences, like NVIDIA Holodeck, will morph from a tool for designing real-world products into environments where richly detailed virtual worlds can be enjoyed.

“That’s going to be the next generation of social media,” Risser said. “You’re going to build a custom space, unique to you, and you’re going to want to fill it with unique stuff that is uniquely yours — this is where creative AI can come in and build virtual worlds for you.”

The post Painting with Content: AI Will Accelerate Creative Work, Artomatix CTO Says appeared first on The Official NVIDIA Blog.

Daily Deal – Quantum Break, 50% Off

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Alican captures a particularly 🔥 tense 🔥 moment for Lara in this…

Alican captures a particularly 🔥 tense 🔥 moment for Lara in this #ScreenshotSaturday. Check out more of their work here.

Introducing the Special Edition Vertagear x NZXT Gaming Chair!

Fans of both NZXT and Vertagear will now be able to order a lush black and purple chair!

A combination of form and function, the Vertagear Racing Series SL2000 gaming chair focuses on ergonomics, design, and functionality. Equipped with the flexibility to give gamers the best comfort and support in every resting position for extended periods of time, this S-Line chair is perfect for users with a craving to grind long gaming sessions. The high backrest is designed to provide superior neck, shoulder, and lumbar support.

The SL2000’s key focus is the ergonomics along with the design and functionality of the chair. The chair is designed to give a wide range of adjustability that gives the users the best comfort and support in every gaming position for extended period of time. The high backrest is designed to provide neck, shoulder, and lumbar support.

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Features:

Adjustable Backrest – not all bodies are the same, adjust the chair the way you like to sit with the backrest angle option. The SL2000 offers an adjustment from 90 degrees to 170 degrees to enhance your gaming experiences.

Adjustable Height – seat adjustability makes sure every type of users of different heights can adjust the chair to their unstressed posture. The chair provides a good range of height adjustability to ensure you are at the optimum angle in relation to your gaming station.

Adjustable Armrests – cushioned and customized to the shape of the arm with adjustability in height gives support to the gaming arm and prevents potential stress.

Tilting Feature with Adjustable Resistance and Locking System – Our adjustable tilt tension mechanism allows you to increase or decrease the tension by easily turn the knob to match your body weight. This allows you to rock comfortably, without heavy pushing, reducing muscle fatigue.

Extra Accessories – Additional neck support cushion and lumbar support cushion is included.

Soft-Glide Wheels – Wheel is formulated for a quieter operation and greater resistance to foreign objects and debris

Get yours today from Vertagear!

The post Introducing the Special Edition Vertagear x NZXT Gaming Chair! appeared first on NZXT Blog.

Underwater Wonder

Take a deep dive into the creations of Korean builder, Haru!

Dungeons 3 PC Review | GameWatcher

Realmforge have finally got the formula right. Dungeons 3 is plain, straight, addictive fun from start to finish. Bot… “Dungeons 3 is plain, straight, addictive fun from start to finish” – find out what nefarious deeds the folks at GameWatcher got up to in their 85 / 100 review of our latest dungeon sim!
https://www.gamewatcher.com/reviews/dungeons-3-review/12901