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FOFORVIA HELLA

Internship/master's Thesis: Radar-based Perception For Autonomous Driving With Deep Learning(m/w/x)

Lippstadt
Full-timeInternshipOn-site
AI/ML

Implementing and comparing open-source frameworks for autonomous driving perception with deep learning. Python and PyTorch project experience required. Work on radar-based perception systems for automotive applications.

Requirements

  • Enrolled student at university throughout employment
  • Studying computer science, electrical engineering, or comparable master's program with ML/DL focus
  • Solid programming skills in Python
  • Familiarity with PyTorch, ideally with project experience (e.g., GitHub)
  • Strong knowledge of deep learning
  • Strong knowledge of computer vision
  • Experience in multi-sensor fusion, diffusion models, or scene flow (ideal)
  • Very good German or English language skills (C1/B2)
  • Willingness to apply even if not all requirements are met

Tasks

  • Conduct comprehensive literature research on perception methods
  • Implement and compare open-source frameworks for automated driving
  • Train neural networks and analyze results
  • Document work throughout implementation phase
  • Present results after internship or master's thesis

Education

  • Currently in higher education

Languages

  • GermanBusiness Fluent
  • EnglishBusiness Fluent

Tools & Technologies

  • Python
  • PyTorch
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