Master’s student (m/f/d) Enabling Radar Upgradeability in Camera–Radar Fusion for ADAS

Company: Dr. Ing. h.c. F. Porsche AG • Location: Weissach • 21h ago

Tasks

Research tasks:

Analysis of existing camera-radar fusion architectures with regard to extensibility for different radar configurations Investigation of methods for normalizing and integrating point cloud data from different radar generations Development of a model and a training strategy for generalization across different radar systems Benchmarking the developed approach on open-source datasets and synthetic data from CARLA

Requirements

Degree programs:

Computer Science Artificial Intelligence Robotics Automotive Engineering Data Science or comparable degree program

Areas of study:

Software development and programming Machine learning and deep learning Computer vision Signal processing

Expert knowledge:

Experience in machine learning and deep learning Understanding of sensor data fusion Fundamentals of radar and camera sensor technology Fundamentals of 3D data processing

IT skills:

Proficiency in MS Office Sound knowledge of Python, C, or C++ Experience with Git, Gitlab, and Linux (Ubuntu) Experience with machine Learning and AI frameworks (PyTorch, TensorFlow)

Language skills:

English (fluent in spoken and written form) German is an advantage

Soft skills:

High level of initiative Strong analytical skills Structured and independent working style Teamwork skills Goal orientation For more detail, salary and company information, use the apply link

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