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I'm a research scientist at DeepMind doing research on robust and reliable deep learning. Before, I did a PhD at the Max Planck Institute for Informatics. Here on GitHub you can find research projects as well as open source software developed in my spare time.

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David Stutz's Projects

flow-io-opencv icon flow-io-opencv

Fork and OpenCV wrapper of the optical flow I/O and visualization code provided as part of the Sintel dataset [1].

fruit icon fruit

Fruit, a dependency injection framework for C++

glog icon glog

C++ implementation of the Google logging module

googlefruit-example icon googlefruit-example

Example of Google Fruit for dependency injection based on Martin Fowler's "Inversion of Control Containers and the Dependency Injection Pattern".

googlemock-example icon googlemock-example

An example of using Google Mock inspired by Martin Fowler's "Mocks Aren't Stubs".

graph-based-image-segmentation icon graph-based-image-segmentation

Implementation of efficient graph-based image segmentation as proposed by Felzenswalb and Huttenlocher [1] that can be used to generate oversegmentations.

hierarchical-graph-based-video-segmentation icon hierarchical-graph-based-video-segmentation

Implementation of the hierarchical graph-based video segmentation algorithm proposed by Grundmann et al. [1] based on the image segmentation algorithm by Felzenswalb and Huttenlocher [2].

ipiano icon ipiano

Implementation of the iPiano algorithm for non-convex and non-smooth optimization as described in [1].

jquery-pseudocode icon jquery-pseudocode

Lightweight jQuery plugin to display algorithms similar to LaTeX pseudocode and algorithm packages.

jquery-references icon jquery-references

Naive jQuery plugin to allow referencing figures, listings, algorithms and references in a BibTex-like style.

kohana-blue icon kohana-blue

Blue is a user configuration module based on Kohana's Red module.

kohana-demo icon kohana-demo

A demo application based on Kohana showing the usage of several modules.

kohana-green icon kohana-green

Kohana Access Control List implementation based on Kohana's Red module.

kohana-ical icon kohana-ical

Kohana module to read iCal files, based on fangel/SG-iCalendar.

kohana-red icon kohana-red

Kohana authentication module based on Kohana's ORM and Database module.

kohana-yellow icon kohana-yellow

Yellow is a logging module for the Kohana Green module based on Green and Red.

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