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Conversation starter about machine learning and rendering...

Posted: Sun Aug 14, 2016 8:11 am
by OriginalplanĀ®
"We used a regression forest to approximate the behaviour of particles observed in the large training set of simulations obtained using a traditional solver. Our GPU implementation led to a speed-up of one to three orders of magnitude compared to the state-of-the-art position-based fluid solver and runs in real-time for systems with up to 2 million particles."
https://vimeo.com/144065536 ( video for the above quote )

http://people.inf.ethz.ch/ladickyl/fluid_sigasia15.pdf < Data-driven Fluid Simulations using Regression Forests

Is realtime computer vision and machine learning algorithms the future or rendering engines ?
Just thought it's a very interesting topic. And certainly something to think about.
A renderer that learns how to be faster :idea: It's still a bit far....but how knows.