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Ansök senast: 2022-12-31

Master Thesis Proposal: Object Detection using Machine Learning for Drone Launcher used in Sea Rescuing Operations

Publicerad 2022-10-06

KEYWORDS

Machine Learning, Object Detection, Software Development, Python

TARGETED PROGRAMS  

Computer Engineering, Information Engineering, Automation & Mechatronics Engineering, Engineering Physics, Engineering Mathematics

THESIS PROPOSAL

Object Detection using Machine Learning for Drone Launcher used in Sea Rescuing Operations

PURPOSE OF THE STUDY

Swedish Sea Rescue Society (SSRS) is a voluntary organization for sea rescuing operations along the Swedish coast and greater lakes. The personnel at SSRS face a multitude of different scenarios while in rescue operation, which requires different type of rescue gear and resources. SSRS and collaborating partners from industry and academia are developing a drone system which shall aid in sea rescuing operations by providing valuable data of the accident. The purpose is for the personnel to receive information on what rescue gear and other resources to bring before leaving shore.

When not in use, the plane-like drone is stored in an enclosure on the drone launching unit. The purpose of this study is to develop an object detection safety feature to prevent launching the drone into an object blocking the launch path. This can be done by development of:

  • Evaluating similar problems within current research and selecting object detection techniques
  • Obtaining real life and synthetic test and training data for training an object detection machine learning model
  • Integrating the machine learning model into the drone launcher software

WHO ARE WE LOOKING FOR?

We are looking for 2 master students with a background in computer engineering, engineering mathematics, engineering physics or equivalent program, who wish to conduct their thesis during the spring of 2023. Applicants shall have experience in machine learning, software development and image processing. Applicants shall also have experience from programming languages such as C++ or Python, and it is meritorious to have previous experience from or knowledge of data analysis and collection.

ABOUT US

TechDev is a department at Infotiv who focuses on SW & HW development and test solutions. We currently consist of 70 technical consultants with diverse backgrounds and experiences from many technological fields. Our employees use their expertise to provide tailored solutions to all kinds of challenges, ranging from SW development, machine learning and simulations, to project & test management and way of working. One of our key strengths is the friendly atmosphere in our technical community, which provides access to TechDev's collective knowledge through internal collaboration tools and competence leader program, continuously providing updates in the latest tech.

For further information, contact: Michael Nilsson [michael.nilsson@infotiv.se] +46(0)-76 000 39 60

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Publicerad: 2022-10-10
  • Västerås
  • Heltid
  • Göteborg
  • Karlstad
  • Heltid