Workshop – Introduction to Neural Networks using TensorFlow and Keras

Oliver Zeigermann

In this workshop you will learn how Neural Networks work and how you can apply them to the task of image classification using Supervised Learning. This will be illustrated by an example using real pictures of German speed limit signs which we will process with TensorFlow and Keras as a frontend.

I will provide you with a Junyper notebook so you can follow along without installation or try out the examples later at home.

Required audience experience: Basic understanding of machine learning and Python.

Objective of the training: Based on a practical example audience will learn what it takes to train a neural network using a limited set of blurry, low-res images of real German speed limit signs.

Keywords: tensorflow, keras, neural network

Location: Date: October 11, 2017 Time: - Oliver Zeigermann Oliver Zeigermann