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|Session Name:||Super Powering Technical Artists Using Deep Learning|
|Company Name(s):||Unity Technologies|
|Track / Format:||Visual Arts|
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|Overview:||Many people know that machine learning can be used to classify text or images, recommend products, understand your voice or translate documents. Fewer know that it can also be used to generate high-quality content. In this talk, the speaker explains generative models and shows why they've become popular in the last 4 years. The speaker will present multiple demos and applications of how these models can give superpowers to technical artists to assist them in creating delightful experiences, generating variations of textures, enabling super-resolution, transferring style across objects, powering procedural level creation, and sketching or even reproducing a scene starting from just a photograph!|