Deep Learning on cstenkamp.de

Automatic Meal Recognition

cstenkamp@gmail.com (Chris Stenkamp) — Wed, 15 Mar 2023 00:00:00 +0000

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VisoLab is a startup that creates automated self-checkout registers for canteens, where the meals on the tray are recognized on on edge via an iPad, allowing the customer to pay for their meals within seconds without requiring an employee.

Masterthesis: Explainable Course Recommendation

cstenkamp@gmail.com (Chris Stenkamp) — Thu, 14 Apr 2022 00:00:00 +0000

For this thesis, I created a Conceptual Space from Course Descriptions for explainable Recommendation, in a highly performant pipeline on the university-grid.

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Bachelorthesis: Controlling Race Cars with Deep ANNs

cstenkamp@gmail.com (Chris Stenkamp) — Thu, 14 Sep 2017 00:00:00 +0000

Delving into the realm of self-driving cars for my bachelor’s thesis, I endeavored to optimize their tactical decisions, particularly speed, using cutting-edge deep neural networks and reinforcement learning in tensorflow within a transformed racing simulation. The resulting research platform, built on Unity, showcased the potential of real-time feedback and adaptability, offering valuable insights into the future integration of reinforcement learning in self-driving cars.