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!!
Видео MIT 6.S191: Towards AI for 3D Content Creation канала Alexander Amini
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!!
Видео MIT 6.S191: Towards AI for 3D Content Creation канала Alexander Amini
Показать
Комментарии отсутствуют
Информация о видео
Другие видео канала
Sanja Fidler - Invited Talk at the VQA-Dial Workshop 2019Explain Like I’m 5: Detectron2Building 3D deep learning models with PyTorch3DWelcome to DeepMind: Embarking on one of the greatest adventures in scientific historyThis Neural Network Restores Old Videos3D Deep Learning with PyTorch3D by Nikhila RaviMIT 6.S191: Automatic Speech RecognitionDatabase vs Data WarehouseMIT 6.S191: Deep Generative ModelingSal Khan has conversation with MIT Dean of AdmissionsLet's Build A Video Game With Unity and TensorFlowHow I Got A Full Scholarship To Harvard University: Brian NzukiMIT 6.S191: Reinforcement LearningLower back pain when sitting? 3 Tips from a Physical TherapistMIT 6.S191: AI in HealthcareHow to Generate Art - Intro to Deep Learning #8Create a Photorealistic Landscape in Ten Minutes | C4D Tutorial & Octane RenderMIT 6.S191: Taming Dataset Bias via Domain Adaptation