MIT 6.S191: Introduction to Deep Learning - MIT 6.S191: Towards AI for 3D Content Creation

MIT Introduction to Deep Learning 6.S191: Lecture 11 Towards AI for 3D Content Creation Lecturer: Prof. Sanja Fidler, University of Toronto and NVIDIA January 2021 For all lectures, slides, and lab materials: http://introtodeeplearning.com​​ Lecture Outline 0:00​​ - Introduction 2:10 - What is 3D content? 7:00 - AI for 3D content creation 8:20 - Synthesizing worlds 11:45 - Scene composition 15:50 - Learning structure 20:55 - Synthesizing medical data 23:00 - Recovering rules of the world 26:45 - Object creation 28:50 - Graphics via differentiable rendering 32:30 - Data generation 38:30 - Neural simulation 43:25 - 3D deep learning library 45:25 - Summary and conclusion Subscribe to stay up to date with new deep learning lectures at MIT, or follow us @MITDeepLearning on Twitter and Instagram to stay fully-connected!!