YFV-9396 Bust the burglars: Machine Learning with TensorFlow and Apache Kafka | Devoxx

Devoxx Belgium 2018
from Monday 12 November to Friday 16 November 2018.

   Bust the burglars: Machine Learning with TensorFlow and Apache Kafka


Big Data & Machine Learning
Big Data & Machine Learning
Beginner & novice level
BOF 2 Thursday from 20:00 til 21:00

The integration of event streams is becoming increasingly complex in the world of sensors, media streams and the Internet of Things. In this session I will discuss how Apache Kafka and TensorFlow can be used to process real time video events and send alerts when a potential burglary is detected.

Specifically, I'll discuss how Kafka Connect and Kafka Streams can be used to read images from a media stream and how this can be integrated with TensorFlow to analyse the resulting event streams.

Although the use case presented is based on home security, the same technology used to analyse event streams can be applied to other use cases, as I will demonstrate during this session.

Machine Learning for Developers   TensorFlow   Apache Kafka Streams  
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Erik-Berndt Scheper
Erik-Berndt Scheper
From Ordina J-Tech

With more than 15 years of enterprise Java experience, I am familiar with all the usual technologies in the Java EE software development world. My expertise includes Angular, JSF, JAX-RS, JPA, Hibernate, EJB 3.x and several Spring frameworks. Since the advent of functional languages on the JVM, I have started working on Big and Fast Data technologies using with Python, Java and Scala. Outside work I am actively contributing to the Java Meetup in Groningen (NL), where we've hosted evening sessions about Angular, Ionic, Kotlin, with more to come.

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