Thesis (Master): Development and implementation of intelligent image analysis solutions for automatic defect detection in magnetic sheet production
SIEMENSMuenchenUpdate time: December 7,2022
Job Description
Mode of Employment: Limited Use your knowledge as a springboard. Do you like the sound of finding the smartest solution side by side with professionals and experts? If so, complete your master’s thesis with us. We can help you to combine knowledge, discover connections, and formulate ideas. When you join our team, you will gain an insight into a range of departments and processes. It is a chance like no other to break new ground as we head into the future of electrification, automation, and digitalization. Seize this opportunity today! The Functional Materials and Manufacturing Processes Research Group of Siemens AG in Munich is developing a technology for the additive manufacturing of magnetic sheets. On the one hand, this should enable significantly lower sheet thicknesses and a further reduction in eddy currents, which cause the main losses in electric machines, especially at high speeds. On the other hand, resource efficiency in the manufacturing process can be significantly increased by avoiding waste. Within the scope of the work, measuring systems for process control are to be integrated into an existing plasma-based thermal coating system and then a process analysis is to be carried out, which is to be verified on the basis of corresponding test setups. Change the future with us. You will create literature research with a summary of the state of the art in science and technology. You will select and construct suitable hardware for subsequent acquisition of image data You will develop and implement visual defect detection system using machine learning and, or classical methods Providing the developed system for easy use (e.g., web application) You evaluate systems and methods used Last but not least commitment to the research team and to the development of automated visual defect detection systems is no problem for you What you need to make real what matters. You are currently pursuing a master degree in computer science, electrical engineering, mathematics, physics or engineering sciences Testing activities at the Siemens Technology site in Munich-Perlach Remote: research and analysis activities as well as coordination in the student team and research group You bring creativity, innovative strength and enjoyment of practical as well as scientific work Ideally you have skills in Python, Machine Learning, Docker, Pytorch and the development of web applications You bring very good written and spoken English / German skills Make your mark in our exciting world at Siemens. www.siemens.de if you wish to find out more about Siemens before applying. Do you have questions about the application? Here you will find answers to frequently asked questions. If you have more questions please contact: www.siemens.de/fragenzurbewerbung www.siemens.com/careers if you would like to find out more about jobs & careers at Siemens. As an equal-opportunity employer we are happy to consider applications from individuals with disabilities. Organization: Technology Company: Siemens AG Experience Level: Student (Not Yet Graduated) Full / Part time: Either
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