CreativeAI: Machine Learning meets 3D Content Creation

Speaker:  Niloy J Mitra – London, United Kingdom
Topic(s):  Graphics and Computer-Aided Design

Abstract

A long-standing goal of Computer Graphics is to create high-quality geometric content for a variety of applications including games, movies, product design, and enginnering simulation. Decades of research has focused on developing tools to simplify such creation workflows. However, the process continues to heavily rely on highly skilled experts creating customised through using extensive manual effort. This is tedious and expensive. Advances in machine learning opens up new avenues to fundamentally change content creation workflows. In this talk, I will discuss the latest results in this area and discuss how futuristic content creation workflows are likely to be. This has the potential to revolutionise how we design, explore, simulate and eventually fabricate. The talk will be a mix of necessary background material, the most exciting results in the context of geometry and texture creation, and discuss open challenges in this area. 

About this Lecture

Number of Slides:  50
Duration:  40 - 50 minutes
Languages Available:  English
Last Updated: 

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