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FRFraunhofer-Gesellschaft

Student Assistant Computer Vision (Python)(m/w/x)

Berlin
Part-timeWith Home Office
AI/ML
Data Science

3D Gaussian splatting pipeline development and optimization in Python. Computer vision interest and NumPy/PyTorch experience a plus. Flexible hours, work from home options.

Requirements

  • Bachelor's/Master's in CS, Data Science, Math, Robotics/CG, or related
  • Excellent Python skills
  • Experience with NumPy/PyTorch or similar (plus)
  • Interest in Computer Vision
  • Prior knowledge of point clouds, rendering, reconstruction (plus)
  • Practical mindset
  • Strong debugging skills
  • Thorough documentation skills
  • Experimentation skills
  • Clear communication of results
  • Good English communication skills
  • Experience with AI tools (Copilot/ChatGPT) (plus)

Tasks

  • Further develop the 3D Gaussian splatting/processing pipeline
  • Process, adapt, and optimize the pipeline
  • Tune parameters for quality and performance
  • Evaluate quality and performance using benchmarks and metrics
  • Ensure reproducibility of results
  • Develop and test new approaches
  • Implement pre- and post-processing techniques
  • Improve stability and speed-ups
  • Perform on-site software and hardware testing
  • Check setups and validate the data pipeline
  • Reproduce errors

Education

  • Currently in higher education

Languages

  • EnglishAdvanced

Tools & Technologies

  • Python
  • NumPy
  • PyTorch
  • Copilot
  • ChatGPT

Benefits

Flexible Working

  • Flexible working hours
  • Work from home opportunities

Modern Office

  • Modern workspace in central location

Informal Culture

  • Open and cooperative working atmosphere
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