Aktuelle Jobs im Zusammenhang mit Master Thesis in The Field of Out-of-distribution - Munich - Cognitive Systems


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Master Thesis in The Field of Out-of-distribution

vor 3 Monaten


Munich, Deutschland Cognitive Systems Vollzeit

**What you will do**

In an industrial setting, anomaly can range from defective parts to detecting unknown or out-of-distribution objects in a given scene. Using machine learning methods for such vision usecases can improve efficiency. To employ machine learning methods in safety critical usecases, it is essential to be able to explain the predictions in a human-understandable manner. In this light, the student will investigate prototype learning based methods for anomaly or out-of-distribution object detection in industrial usecases. Depending upon the background of the student, the thesis can either focus on classification or object detection related tasks.

**What you bring to the table**
- Knowledge in machine learning and computer vision
- Experience in python programming and deep learning frameworks
- Optional but nice to have experience with object detection
- Optional but nice to have experience with transformer models
- Interest in self-responsible scientific research
- Good language skills in English
- Communication and cooperation skills.

Especially suitable for students with the field of study in computer science, mathematics or similar areas.

**What you can expect**
- Very nice supervisors, a very good atmosphere and technical equipments (e.g. to work remote)
- Participation in a dynamic team with innovative task areas
- Possibility to start from August 2024
- Practical relevances for your studies at the university.

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.

**Additional questions will be answered gladly by**
Poulami Sinhamahapatra, tel.: +49 89 547088-362

Fraunhofer Institute for Cognitive Systems IKS

Requisition Number: 74274 Application Deadline: