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GTC ON-DEMAND

AI Application, Deployment & Inference
Presentation
Media
Deep Learning for Industrial Inspection Analysis
Abstract:
We'll show how GE combines extensive domain knowledge with modern deep learning techniques to build intelligent pipeline inspection systems. GE builds a variety of industrial inspection equipment from ultrasonic pipeline inspection gauges to large-scale CT scanners. As historical producers of hardware, GE is now leading the transformation of the industrial space by building intelligent ecosystems around industrial equipment and processes. Challenges in this space include the esoteric domain-specific nature of the data, as well as the risk averse nature of the industry. However, by leveraging deep learning on large amounts of inspection data, we have been able to build a production system that enhances the reliability and consistency of the inspection process.
 
Topics:
AI Application, Deployment & Inference, Industrial Inspection
Type:
Talk
Event:
GTC Silicon Valley
Year:
2018
Session ID:
S8657
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