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2017 GTC San Jose

S7144 - Synthetic Training Image Generation Using 3D Pipelines

Session Speakers
Session Description

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.


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Talk
Deep Learning and AI Real-Time Graphics
Media & Entertainment
25 minutes
Session Schedule