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GTC ON-DEMAND

Artificial Intelligence and Deep Learning
Presentation
Media
Synthetic Training Image Generation Using 3D Pipelines
Abstract:
Training a deep neural network with rendered images can make your life a lot easier. In this talk we will explore the possibilities that rendering training images using a 3D pipeline bring as well as how good the trained models work on real world problems. We will discuss the benefits of artificial training data and dive into the issues one might face when creating and training such data. Finally we will show an example network and its application in the real world and give an outlook on further challenges.
 
Topics:
Artificial Intelligence and Deep Learning, Real-Time Graphics
Type:
Talk
Event:
GTC Silicon Valley
Year:
2017
Session ID:
S7144
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