Thesis AI perception and radiance field reconstructions for autonomous driving (f/m/x)

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Digitalisation, robotics, artificial intelligence – not science fiction but our daily business. Everything seems impossible until it has been done. World-leading technologies don’t make it into a BMW until they’ve undergone one of the most challenging journeys imaginable. It takes dynamic teams with outstanding technical skills to take them from the drawing board to the road. That’s why our experts will treat you as part of the team from day one, encourage you to bring your own ideas to the table – and give you the opportunity to really show what you can do.

We, the BMW Group, offer you an interesting and varied master's thesis in the area of AI perception and radiance field reconstructions for autonomous driving. State-of-the-art deep neural networks are used for perception tasks, for example, semantic segmentation. For 3D reconstruction and novel view synthesis, AI-based radiance field reconstructions can be used to reconstruct the environment. Both techniques can be combined to create specialized reconstructions of the environment. 

What awaits you? 

• Close collaboration in a team within the BMW research department. 
• Transformation of vehicle sensor data to 3D reconstructed maps with meta information automatically gathered from these reconstructions. 
• Generate novel views with augmented meta information using radiance fields and other techniques. 
• You will develop new approaches for autonomous driving perception simulations. 

Please note that your thesis must be supervised by a university on your part. 

What should you bring along? 

• Strong knowledge in machine learning. 
• Knowledge in computer vision, familiarity with Neural Radiance fields or Gaussian Splatting is a plus. 
• Strong programming skills. 
• Proficiency with Python and deep learning frameworks (PyTorch or TensorFlow). 
• Good English communication skills. 

What do we offer?

• Comprehensive mentoring & onboarding.
• Personal & professional development.
• Work-Life-Balance & flexible working hours.
• Mobile work.
• Attractive remuneration.
• Apartment offers for employees (subject to availability & only Munich).
• And many other benefits - see jobs/benefits

You are enthused by new technologies and an innovative environment? Apply now!

At the BMW Group, we see diversity and inclusion in all its dimensions as a strength for our teams. Equal opportunities are a particular concern for us, and the equal treatment of applicants and employees is a fundamental principle of our corporate policy. That is why our recruiting decisions are also based on personality, experience and skills.

Find out more about diversity at the BMW Group at bmwgroup.jobs/diversity

Earliest starting date: from 03/18/2024

Duration: 6 months

Working hours: Full-time

Contact:
BMW Group HR Team
+49 89 382-17001