Scala Engineer, Certified Reactive Architect, Tech Lead & Speaker @ Fabway
Fabio is a software engineer and community leader based in Amsterdam – he runs the 2000-member strong Reactive Amsterdam meetup and the annual Kubernetes Community Days conference. When not in front of a screen, he enjoys long distance bike rides and fingerpicking his guitar.
Do you want to get started with deep learning using Scala? This talk introduces AI / deep learning from scratch and guides you through an unique image classification use case, for which both dataset and code are provided. At the end of this talk, you will have a basic understanding of the mechanics behind deep learning and a solid starting point for your own experiments.
There is a live demo too! We will build a neural network using Scala and deeplearning4j, train it and then run it on a Raspberry PI to classify images taken with its camera. The goal is to detect reliably if the image contains a plane or not. When so, the picture is tweeted at @PlanesOnBridge. Akka Streams is the engine that ties it all together.
This project will give us a chance to observe AI bias and briefly touch upon controversial aspects of AI.