Sound and vision: Visual anomalies from audio data using deep learning

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Description

We walk you through an effort by Sierra Systems with help from Microsoft and the Microsoft Cognitive Toolkit to detect and classify oil pipeline leaks, using audio data from a sensor ball deployed by Pure Technologies. We convert this audio data into images and use state-of-the-art Deep Learning techniques in the realm of image recognition to find ‘visual’ anomalies and tell leaks from everyday events.

Day:

2

Session Type:

Tech Talk

Code:

T6990

Room:

Code Story Theater

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