Apache: Big Data Europe 2016
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Tuesday, November 15 • 11:00 - 11:50
Smart Manufacturing with Apache Spark Streaming and Deep Learning - Prajod Vettiyattil, Wipro Technologies

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Even after a century of the Industrial Revolution, manufacturing processes even within assembly lines, involve manual steps requiring costly human intervention. Eg:Product quality inspection. With the advent of machine learning and big data tools, it has become possible to automate many of these manual processes. What is more, such solutions can surpass human capability for manual quality inspection. In this session we will look at a few examples of how products on assembly lines can be monitored for quality, using image processing techniques combined with machine learning. The solution to be presented, is built using a combination of machine learning and deep learning techniques running on Apache Spark Streaming.

The presentation will also explain the steps involved in creating such a solution: mapping a business need to a ML based technical solution

avatar for Prajod Vettiyattil

Prajod Vettiyattil

Architect, Wipro
Prajod is a Senior Architect in the open source solutions group of Wipro Technologies, responsible for research and solution development in the area of Big Data and Analytics. His current work involves analyzing image and video content using machine learning, to solve hard problems... Read More →

Tuesday November 15, 2016 11:00 - 11:50 CET
Giralda VI/VII