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GTC ON-DEMAND

Intelligent Video Analytics
Presentation
Media
Transforming Transportation Infrastructure with GPU Accelerated Machine Learning
Abstract:
With billions of real-time datapoints and cutting-edge neural networks, Vivacity Labs is providing deep insights into the behaviour of transport networks and transforming urban mobility infrastructure. Over 2500 GPU accelerated camera sensors have been installed city-wide in Milton Keynes UK, able to count and classify vehicle movements in real-time using deep learning. Live predictive models were built based on a proprietary combination of long short-term memory neural networks and evolutionary algorithms. Descriptive modelling has also been used to identify anomalies, correlations, and patterns in the data. Vivacity Labs is now delivering proof of concept systems which continuously and automatically learn and adapt to optimise traffic networks.
 
Topics:
Intelligent Video Analytics
Type:
Talk
Event:
GTC Europe
Year:
2018
Session ID:
E8427
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