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: 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
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[@Diego0wnz]

I was shocked when l found out all of these lectures is actually a 2-week course, glad I can visit a lecture a week =)

[@israeljauregui4756]

Please please give Professor Sanja Fidler another Lecture space to finish with all the slides that she had prepared. She is amazingly engaging, easy to understand and absolutely "at the edge of research and innovation".
Spectacular

[@felipebonadykov2919]

Thank you so much for making this course accessible to the general public! Now I realized that AI can save me tons of work by generating landscape and 3D models. Thanks so much for open source projects!

[@luccahuguet]

that advice at the end was gold...
and thanks for the open tools.
Great class!

Awesome presentation! Thank you so much

[@poojaaryamane7327]

You have created a very good resource, thanks!

[@paris_mars]

Omniverse looks awesome.

[@iadan9929]

Amazing

[@user-ri9lg7dh7c]

Awesome!!!

[@hermadihassan6282]

Thanks

[@brandonruiz1746]

LOVE THIS!

[@sandeepbansal9555]

awesome explanation 🔥

[@davyjetson]

Absolutely Astonishing !!!

[@marquesturner71]

🔥🔥

[@muhammaddiah827]

Hai selamat malam.the bagus disalin the usa🇮🇩🇮🇩🇮🇩🇮🇩