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GTC ON-DEMAND

Graphics and AI
Presentation
Media
Training Deep Networks with Synthetic Data: Bridging the Reality Gap
Abstract:
We'll cover the use of synthetic data in training deep neural networks for computer vision tasks. We will explain why this is a critical research area with application ranging from robotics to autonomous vehicles, and we will discuss some important techniques for generating synthetic data using domain randomization and 3D graphics engines.
 
Topics:
Graphics and AI
Type:
Talk
Event:
SIGGRAPH
Year:
2018
Session ID:
SIG1803
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