The Fraunhofer-Gesellschaft (www.fraunhofer.com) currently operates 76 institutes and research units throughout Germany and is a leading applied research organization. Around 32 000 employees work with an annual research budget of 3.4 billion euros.
Announcement for fields of study such as: Computer science or comparable. Image preprocessing and analysis for vision-based machine learning pipelines, including involvement in the pipeline development-
We are looking for a student to support the EU SoliDAIR project for at least one year. The current task involves optimizing an image classification model with highly imbalanced datasets for deployment in a partner's production system. The project includes implementing explainable AI tools under development. Key challenges are class imbalance and data scarcity, which will be mitigated through synthetic data generation., With its focus on developing key technologies that are vital for the future and enabling the commercial utilization of this work by business and industry, Fraunhofer plays a central role in the innovation process. As a pioneer and catalyst for groundbreaking developments and scientific excellence, Fraunhofer helps shape society now and in the future.
Ihre Aufgaben
The weekly working time is 39 hours. This position is also available on a part-time basis. We value and promote the diversity of our employees' skills and therefore welcome all applications - regardless of age, gender, nationality, ethnic and social origin, religion, ideology, disability, sexual orientation and identity. Severely disabled persons are given preference in the event of equal suitability. Remuneration according to the general works agreement for employing assistant staff.
Ihr Profil
The candidate should be eager to learn new skills. Responsibilities include data preprocessing (in any preferred language or Python), model performance analysis (including visualization), and documentation of methods and results., Strong Python skills; knowledge of PyTorch is a plus. Familiarity with C++ or Rust makes transitioning to Python easy.
Kontakt
Frau Lisa Bauer Recruiting lisa.bauer@ipa.fraunhofer.de
Fraunhofer Institute for Manufacturing Engineering and Automation IPA
www.ipa.fraunhofer.de
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