In this ISY project / thesis you will gain practical experience with Computer Vision for Autonomous Vehicles in simulated environments, apply neural networks and computational approaches to learn and produce complex purposeful actions in the context of one of the following environments on your choice:
Minecraft: https://ni.www.techfak.uni-bielefeld.de/node/3649
Unity Obstacle Tower Challenge: https://youtu.be/owKdLnCjy3o?t=7
Railway networks: https://ni.www.techfak.uni-bielefeld.de/node/3652
Doom: http://vizdoom.cs.put.edu.pl
Game of Drones: https://ni.www.techfak.uni-bielefeld.de/node/3657
Introduction to Neural Networks course or Advanced Neural Networks
Python or C++ (>= 1 year)
| Frequency | Weekday | Time | Format / Place | Period |
|---|
| Module | Course | Requirements | |
|---|---|---|---|
| 39-M-Inf-P_ver1 Project Projekt | Projekt | Ungraded examination
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Student information |
The binding module descriptions contain further information, including specifications on the "types of assignments" students need to complete. In cases where a module description mentions more than one kind of assignment, the respective member of the teaching staff will decide which task(s) they assign the students.