Presentation

Differentiable Graphics With TensorFlow
Level Intermediate
SessionCourses
Event Type
Course
Keywords
Artificial Intelligence/Machine Learning
Education
Pipeline
Interest Areas
Gaming & Interactive
New Technologies
Research & Education
Registration Levels
Ultimate Supporter
Ultimate Attendee
Exhibitor Ultimate
Time
Location
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.