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GTC ON-DEMAND

Computer Vision
Presentation
Media
Training Deep Networks with Synthetic Data: Bridging the Reality Gap
Abstract:

In this talk we will 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:
Computer Vision
Type:
Talk
Event:
GTC Washington D.C.
Year:
2018
Session ID:
DC8193
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