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Internship / Thesis - Safety-Critical KPIs for Perception, Tracking & Planning(m/w/x)
Supporting PhD student on safety-critical 3D object detection and tracking for automotive software platforms. Enrolled student in relevant technical field and 3D detection or tracking experience required. Remote work options, application assistance for disabilities.
Requirements
- Enrolled student in relevant technical field
- Foundations in computer vision and ML
- Experience in 3D detection or tracking
- Proficiency in Python and deep learning
- Structured work, commitment, and flexibility
- Strong communication and analytical skills
Tasks
- Support a PhD student with safety-critical 3D object detection
- Advance tracking and situational awareness for autonomous driving
- Summarize research literature related to your project
- Develop and prototype algorithmic ideas for safety-critical perception
- Incorporate feedback from motion forecasting and planning modules
- Design evaluation metrics for physically meaningful safety costs
- Implement metrics that go beyond standard mAP and recall
- Conduct comprehensive experiments on internal and public datasets
Education
- Currently in higher education
Languages
- English – Business Fluent
Tools & Technologies
- Python
- PyTorch
- scikit-learn
- PytorchGeometric
Benefits
Flexible Working
- Remote work options
Other Benefits
- Application assistance for disabilities
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Internship / Thesis - Safety-Critical KPIs for Perception, Tracking & Planning(m/w/x)
Supporting PhD student on safety-critical 3D object detection and tracking for automotive software platforms. Enrolled student in relevant technical field and 3D detection or tracking experience required. Remote work options, application assistance for disabilities.
Requirements
- Enrolled student in relevant technical field
- Foundations in computer vision and ML
- Experience in 3D detection or tracking
- Proficiency in Python and deep learning
- Structured work, commitment, and flexibility
- Strong communication and analytical skills
Tasks
- Support a PhD student with safety-critical 3D object detection
- Advance tracking and situational awareness for autonomous driving
- Summarize research literature related to your project
- Develop and prototype algorithmic ideas for safety-critical perception
- Incorporate feedback from motion forecasting and planning modules
- Design evaluation metrics for physically meaningful safety costs
- Implement metrics that go beyond standard mAP and recall
- Conduct comprehensive experiments on internal and public datasets
Education
- Currently in higher education
Languages
- English – Business Fluent
Tools & Technologies
- Python
- PyTorch
- scikit-learn
- PytorchGeometric
Benefits
Flexible Working
- Remote work options
Other Benefits
- Application assistance for disabilities
About the Company
CARIAD SE
Industry
Automotive
Description
The company builds automotive software platforms and digital customer functions for brands like Audi, Volkswagen, and Porsche.
Not a perfect match?
- CARIAD SE
Internship / Thesis- Safety-Critical KPIs for Perception, Tracking & Planning(m/w/x)
Full-timeInternshipWith HomeofficeIngolstadt, München, Berlinfrom 13.9 / hour - ASAP Gruppe
Abschlussarbeit KI-gestützte Testplanung für elektronische Fahrzeugkomponenten(m/w/x)
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