Differentiable Graphics With TensorFlow
Level Intermediate
Event Type
Artificial Intelligence/Machine Learning
This session WILL be recorded.
Interest Areas
Research & Education
Registration Levels
Ultimate Supporter
Ultimate Attendee
Exhibitor Ultimate
TimeFriday, 13 August 202111am - 11:30am PDT
DescriptionWe present the TensorFlow Graphics library, containing a set of graphics-inspired differentiable components that allow us to build structured neural networks to solve various two- and three-dimensional graphics and vision problems. We augment the talks with real-time demos.
Prerequisites Some familiarity with deep learning, neural networks, and graphics pipelines would be beneficial.
Intended Audience Graphics and vision researchers, practitioners, and undergraduate/graduate students with some exposure to graphics and neural networks.