Loading...
Share this Job

Work at the forefront of automotive innovation with ZF,
one of the world’s leading automotive suppliers.

Thesis Machine Learning - Evaluation of Heatmaps

Req ID 3917 Friedrichshafen, Germany

  

We are looking for a new colleague in the Machine Learning department at our location in Friedrichshafen from March/April 2020

 

Your tasks

  • The goal of this thesis is to develop a novel method to measure the reliability of a CNNs output at a specific time based on heat maps
  • Development of a comparison method for heat maps on camera data
  • Development of metrics to evaluate heat maps for a specific input
  • Deriving of a reliability of the CNN for a certain output from those metrics
  • Working in an industry wide collaboration project

 

Your profile: 

  • Study in Machine Learning / Deep Learning, Software Engineering, Computer Science or Digital Signal Processing – Master preferred 
  • Solid Programming experience and passion in coding with Python / C++
  • Experience with or strong interests in Deep Learning and PyTorch + CUDA as well as experience with Linux and ROS preferred
  • Experience with software building tool, e.g. CMake, Bazel etc. and experience with Docker preferred
  • Fluent German or English


The compatibility of work and family life is firmly anchored at ZF. For more information, please visit www.zf.com/berufundprivatleben

 

Be part of our ZF team as Thesis Machine Learning - Evaluation of Heatmaps and apply now!

Contact

Lisa Marlen Messmann

(49) 211 584222012

Our Commitment to Diversity

ZF is an Equal Opportunity and Affirmative Action Employer and is committed to ensuring equal employment opportunities for all job applicants and employees. Employment decisions are based upon job-related reasons regardless of an applicant's race, color, religion, sex, sexual orientation, gender identity, age, national origin, disability, marital status, genetic information, protected veteran status, or any other status protected by law.


Job Segment: Engineer, Computer Science, Linux, Machinist, Engineering, Technology, Research, Manufacturing