This is an archived version of the Machine Learning Lab website for documentation purposes. The host is in no way affiliated with the University of Freiburg, its Faculty of Engineering or any of its members.

Downloads

CLSquare: Closed Loop Simulation System

CLSquare: Closed Loop Simulation System

Download our Open Source Closed Loop Simulation System CLS2 for training and testing your learning controller. Version 4.0 is now available and includes new ready-to use RL-controllers. more


libgp: Gaussian Process Library

libgp: Gaussian Process Library

libgp is a Clibrary for Gaussian process regression. A Gaussian process defines a distribution over functions and inference takes place directly in function space. It is fully specified by a mean function and a positive definite covariance function. This library uses two types of covariance functions, simple and composite. Composite functions can be composed of other composite functions, allowing flexible structures. [[https://bitbucket.org/mblum/libgp/wiki implementation of the TLD algorithm which was originally developed and introduced by Zdenek Kalal. Like the original OpenTLD it is used to track and learn arbitrary, previously unknown objects in a video stream from initially defined bounding boxes. One distinct feature is its ability to efficiently handle more than one object. more


Tapir: Modular Vision Toolkit

Tapir: Modular Vision Toolkit

Tapir is an object detection toolkit conceived as a sister program to CLS2 for use in real-world applications involving vision. It is designed to be just as modular, allowing easy mixing and exchanging of image sources, object detection methods and output options. more