Lecture 'Multimodal Sensor Systems'

Course dates

All lecture and exercise dates for summer term 2019

Slides and lecture code

01 - Grundlegende Begriffe

02 - Einführung in ConvNets

Code example: A simple MLP for classification of 2D data points with Keras
Code example: Trying to use a MLP as a classifer for images
Code example: Setting a custom convolution filter in Keras and applying it to a test image
Code example: Max-pooling filter in Keras and applying it to a test image
Code example: "Digit image classification experiment reloaded:" Is a CNN better than a MLP?
Code example: A CNN for classification of cars vs. bikes

Exercises

Hint: GitHub does not support downloading single files directly. Instead, you can just download the whole repository.

Einrichten der Arbeitsumgebung (Anaconda/Jupyter)

Besprechung 03.04.19: Exercise 01: "Welcome to Python!"
Download this Jupyter notebook and fill in the missing code cells!
--> Solution for exercise 01

Besprechung 17.04.19: Exercise 02: Keras and MLP
Besprechung 24.04.19: Exercise 03: Experimenting with CNNs