Masterand (m/w/d) Camera-Based Depth Estimation for Night Driving Scenarios

Stellenbezeichnung: Masterand (m/w/d) Camera-Based Depth Estimation for Night Driving Scenarios

Firma: Porsche

Arbeitsort / Location: Mönsheim, Baden-Württemberg

Job Beschreibung: Tasks

​The scope of this thesis is to research and evaluate existing camera-based depth estimation methods for night driving scenarios, which usually have low contrast and poor lighting. The thesis will take you from researching state of the art depth estimation methods, creating your own reference dataset using a test vehicle, and evaluating existing approaches on the data. To sum up, the thesis will consist of the following:

  • Research state of the art methods for depth estimation
  • Plan, organize, and execute the collection of reference data using camera and LIDAR in a real test vehicle
  • Define appropriate metrics to evaluate the methods from your literature research on your own dataset
  • Evaluate the methods from your literature research on your own dataset
  • Document your results scientifically
  • In case of excellent results, contribute to a research paper on a top conference

Qualifications

  • Study in Computer Science
  • Ideally with a focus on Robotics, Computer Vision, Machine Learning, or similar
  • ​Experience in Computer Vision & Machine Learning
  • Experience in handling LIDAR data is a plus
  • ​Good programming skills & experience in Python (OOP, versioning, testing)
  • Experience in ROS is a plus
  • Experience in Docker is a plus
  • English and/or German
  • ​Strong analytical thinking
  • Research affinity
  • Self-driven, goal-oriented mindset
  • Structured way of working and ability to drive your own project forward

At a Glance

“In the beginning, I looked around and could not find quite the car I dreamed of. So I decided to build it myself.”

This quote from Ferdinand Porsche sums up what Porsche is as a brand, as a company, as a car manufacturer and as an employer. The “Porsche idea” has produced unique sports cars, such as the Porsche 356 and the 911. With the combination of tradition, innovation and our employees` Porsche typical – sometimes unconventional – ways of thinking, we make automobile dreams come true and always have that “little bit more” in our sights. But Porsche is more than “just” an exclusive sports car producer. Because Porsche has a lot to offer as an employer as well: numerous entry and career opportunities, measures for combining work and family, and flexible working hours.

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How to apply?

Please complete our online application form and attach all your application documents, including cover letter, CV, work and education certificates and any other necessary certificates. Please note that we do not accept applications by post or e-mail.

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Contact

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