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FR
Fraunhofer-Gesellschaft
6mo ago

Bachelor-/ Master Thesis: Tool Wear meets Federated Learning(m/w/x)

Aachen
Full-timeInternshipWith Home Office
Green Job
AI/ML

Description

You analyze tool wear data and explore image processing methods while developing AI training pipelines and evaluating various learning scenarios for effective detection.

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Requirements

  • •Studying production engineering or similar
  • •Initial programming experience in Python
  • •Machine Learning experience with PyTorch and scikit-learn
  • •High degree of initiative and independence
  • •Good language skills in German or English

Education

Currently in higher education

Tasks

  • •Analyze microscopic and video tool wear data
  • •Investigate image processing techniques
  • •Develop pre-processing and AI-training pipelines
  • •Evaluate learning scenarios for tool wear detection

Tools & Technologies

PythonPyTorchscikit-learn

Languages

German – Business Fluent

English – Business Fluent

Benefits

Other Benefits

  • •Ideal conditions for experience

Mentorship & Coaching

  • •Professional supervision and collaboration

Modern Equipment

  • •State-of-the-art machine park

Flexible Working

  • •Flexible working hours
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