Case Studies

Predicting road accidents for Safescape

The Xerini team are the brains behind the underlying machine learning model for Safescape, a new and groundbreaking application for mobile phones that provides an early warning when driving into areas with an increased risk of traffic accidents, enhancing the driver’s awareness and providing extra time to deal with potential incidents.

Please visit the Safescape website for further details.


Predicting bakery sales with machine learning in Apache Spark™

In this article, we explore the prognostic powers of Decision Trees to predict how many hot chocolates are sold by an Edinburgh based bakery for a given hour on a given day using Apache Spark™ and MLlib.

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Race track, not race track

In this case study we demonstrate how Convolutional Neural Networks can be used to determine if a set of GPS readings represent a valid race track, or not.

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