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Intelligent Video Analytics
Presentation
Media
Leveraging Deep Learning And Drones In Capital Projects Monitoring: Case Study
Abstract:
Recent advancements in drone technology and machine learning enabled PwC to enhance automatic analysis of photogrammetric and engineering documentation of a construction site. They trained a deep neural network to automatically identify features in aerial images and output a map of objects in the image such as asphalt, cars, and cement. This solution enhances construction progress monitoring, supports litigation and asset management, and provides a competitive edge with fast, scalable, and very accurate analytics. We'll discuss techniques and the main challenges of turning drone images into value.
 
Topics:
Intelligent Video Analytics, Artificial Intelligence and Deep Learning, Intelligent Machines, IoT & Robotics
Type:
Talk
Event:
GTC Silicon Valley
Year:
2017
Session ID:
S7533
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