Creating Pixar’s Elemental: Mastering Fire Animation with AI and Machine Learning

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The Animated Paradox: Setting Fire to Artistry and Technology

Pixar, the animation powerhouse we all know and love, faced a fiery conundrum. Their latest brainchild, Elemental, directed by Peter Sohn of The Good Dinosaur fame, required animating characters made of, well, elements. While a sentient dirt mound is one thing, capturing the ethereal essence of fire onscreen is a whole other beast.

Enter Ember, the movie’s lead character made of fire. Animators had the tools for flame effects from years of experience, but molding those flames into a character resulted in a terrifying mix of Studio Ghibli’s Calcifer and Nicolas Cage’s Ghost Rider. As VFX supervisor Sanjay Bakshi put it, the goal was to concentrate on Ember’s facial performance without losing the dynamism of fire. A challenge indeed.

Mastering the Flame: When Machine Learning Enters the Scene

The solution came from an unexpected source: machine learning. Paul Kanyuk, a crowds technical supervisor at Pixar, had been experimenting with machine learning to improve cloth simulations in crowd animations. He came across a technique called neural style transfer (NST) used to transform photos into Van Gogh or Picasso-style masterpieces. Kanyuk thought NST could be the key to mastering the flame problem.

Collaborating with Disney Research Studios, Kanyuk and his team managed to crack the issue. They combined the naturalistic fire from the original simulation with a set of artist-designed, stylized flames called “fleur-de-lis.” The result? A harmonious blend of movement, intensity, and that signature Pixar touch.

Powering the Flames: The Marriage of Art and Technology

Of course, there’s always a catch. This groundbreaking technique required a significant amount of computing power, which initially limited its use to close-ups of Ember. However, as animators began to use the technology on other fire characters, they managed to speed up the process by tapping into the GPUs on Pixar employees’ computers.

The result was a stunning visual experience that showcased the seamless marriage of art and technology. It’s the combination of left brain and right brain, where technology serves as a tool to express emotions and connect with audiences.

As director Peter Sohn put it, this innovative approach allowed Pixar to create something audiences had never seen before, embodying the perfect balance between artistry and technology. In the end, it’s not just about creating eye-popping visuals; it’s about connecting with hearts and minds, one fiery frame at a time.

Source: www.wired.com