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GTC ON-DEMAND

AI & Deep Learning Research
Presentation
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Deep Learning for Transportation: Fast Estimation of Travel Times Using Historical Routes
Abstract:
During this presentation we will review a deep neural network architecture and its training approaches used for producing high volume of estimations of travel times on a road graph with historical routes and traffic. This includes initial and continuous online training, finding various sources to produce training data, challenges of quality control, and, of course, the invaluable role of GPU's for computation during both training and inference.
 
Topics:
AI & Deep Learning Research, Product & Building Design, Intelligent Video Analytics, GIS, Autonomous Vehicles
Type:
Talk
Event:
GTC Silicon Valley
Year:
2018
Session ID:
S8156
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