Exploit Differential Video Sensors

vor 2 Wochen

Graz, Steiermark, Österreich AVL List GmbH Vollzeit

Master Thesis Opportunity: Smart Monitors with Differential Video Sensors & Neuromorphic Computing

We are seeking a highly motivated and skilled student to work on a master thesis project titled "Smart Monitors exploiting differential video sensors & neuromorphic computing" in collaboration with our ongoing HorizonEurope research project.

Your Responsibilities:

  • Implement a prototypical smart sensor based on event-based Dynamic Vision Sensors (DVS) and neuromorphic computing.
  • Analyze and evaluate the energy consumption, accuracy, and robustness of the smart sensor in typical driving scenarios on AVL's proving ground.
  • Select a suitable machine learning model for processing DVS streams and fine-tune it for a typical automotive scenario.
  • Port the model to run on a neuromorphic computing system or simulator.

Your Profile:

  • Ongoing studies in the fields of Computer Science, Telematics, Physics, or Electrical Engineering.
  • Good programming skills in Python.
  • Good knowledge in data management and ML model development.
  • Good knowledge of German and English.

About AVL:

AVL is one of the world's leading mobility technology companies for development, simulation, and testing in the automotive industry and beyond. We provide concepts, solutions, and methodologies for fields like vehicle development and integration, e-mobility, and software for a greener, safer, and better world of mobility.

What We Offer:

  • The opportunity to work on a challenging and innovative project with a dedicated team of experts.
  • Professional guidance and support from experienced employees.
  • The chance to exchange ideas with experts and benefit from their expertise.
  • A one-time fee of EUR 3,500 before tax for the successful completion of the thesis.

Apply now and be a part of shaping the future of mobility with AVL

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