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Bosch Group
2mo ago

Master Thesis Deep Learning for Ultrasound(m/w/x)

Renningen
Full-timeOn-site
AI/ML
Data Science

Description

In this role, you will focus on creating and refining deep learning models for ultrasound data, exploring innovative approaches, and integrating video data to enhance performance. Your work will involve evaluating these models against established benchmarks while ensuring that the solutions are practical and robust for real-world applications.

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Requirements

  • Master's degree in Natural Sciences or Engineering
  • Strong knowledge of Deep Learning, Computer Vision, Machine Learning, and 3D perception systems
  • Practical experience in Python
  • Very good knowledge of a deep learning framework (preferably PyTorch)
  • Ability to work independently
  • Strong intrinsic motivation
  • Fluency in English
  • Language: English
  • Enrollment at university

Education

Master's degree
OR
Currently in higher education

Tasks

  • Develop deep learning models for ultrasound data
  • Implement innovative ideas for model improvement
  • Fuse ultrasound data with video data for enhanced performance
  • Evaluate new models against existing baseline models
  • Work with real-world data to ensure practicality and robustness

Tools & Technologies

PythonPyTorch

Languages

EnglishBusiness Fluent

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