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Internship/master's Thesis: Radar-based Perception For Autonomous Driving With Deep Learning(m/w/x)
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
- German – Business Fluent
- English – Business Fluent
Tools & Technologies
- Python
- PyTorch
Not a perfect match?
- FORVIA HELLAFull-timeInternshipOn-siteLippstadt
- HELLA
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Praktikum/masterarbeit: Analyseframework Zur Ähnlichkeitsanalyse Von Radar-detektionen(m/w/x)
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Internship/master's Thesis: Radar-based Perception For Autonomous Driving With Deep Learning(m/w/x)
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
- German – Business Fluent
- English – Business Fluent
Tools & Technologies
- Python
- PyTorch
About the Company
FORVIA HELLA
Industry
Automotive
Description
The company is a listed, international automotive supplier and a global market leader in high-performance lighting technology and automotive electronics.
Not a perfect match?
- FORVIA HELLA
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