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AVL is the world's largest independent company for the development, simulation and testing of powertrain systems (hybrid, combustion engine, transmission, electric drive, batteries, fuel cell and control technology) for passenger cars, commercial vehicles, construction, large engines and their integration into the vehicle.

 

AVL Software and Functions GmbH is the center of competence for Powertrain Software- and Function Development, as well as Electronics and Systems integration. Our fields of activity include highly innovative projects in the area of Combustion Engines, E-Mobility and ADAS / AD. Our vision “Why not – move different!” is challenging us to develop solutions for the future of mobility.

 

We are looking for you:

Internship in the field of Text Guided Image editing with diffusion models (m/f/d) 

 

In the area of autonomous driving, robust object detection is one of the primary and essential tasks. Currently, Networks trained on  good weather conditions have problem performing in adverse weather (rain/overcast). At AVL we are working to utilize the power of large language models and computer vision foundation models to generate bad weather image dataset.

  

 

YOUR RESPONSIBILITIES:

 

  • Investigating text based image editing and diffusion model
  • Data collection of paired images
  • Setting up and fine tuning the diffusion model
  • Quality check with CLIP embeddings
  • Documentation of the applied concepts and results achieved

 

YOUR PROFILE:

 

  • Studies in the field of Computer Science, Robotics, Information Technology or Automotive
  • Basic knowledge in the field of 2D object detection and Image generators
  • Good programming knowledge of Python with prior experience with libraries such as numpy, pandas, scipy and matplotlib
  • First experience with deep learning frameworks such as PyTorch or TensorFlow
  • First experience with Linux, version control system such as git
  • Docker, Mlflow or Tensorboard
  • Skills for documentation: Latex
  • Personality is more than anything!

 

WE OFFER:

 

  • Be part of our pioneering work- together with our customers we shape the future of mobility!
  • International and innovative collaboration rings a bell? That's how we work.
  • Our technical and personal onboarding concept will help you to hop on easily.
  • We support lifelong learning: educate yourself, apply your knowledge and get creative.
  • Mobile working, flex-time and modern workplaces are part of our DNA.
  • We are deeply rooted in our values: respectful communication, care openness, passion and trust.

 

Interested?

If so, please use our online application tool to send your application to AVL!

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 in fields like vehicle development and integration, e-mobility, automated and connected mobility (ADAS/AD), and software for a greener, safer, better world of mobility.

Find out more: www.avl.com

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AVL is not just about cars. It's about changing the future. Together.

Location: 

Regensburg, DE

Company:  AVL Software and Functions GmbH
Job Function:  ADAS/AD
Contract Type:  Temporary
Posting Date:  May 6, 2024
Job ID:  36466

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 in fields like vehicle development and integration, e-mobility, automated and connected mobility (ADAS/AD), and software for a greener, safer, better world of mobility.

Find out more: www.avl.com


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