Meta Learning Based Model thesis

2 days ago

Eskilstuna, Södermanland, Sweden e0-eb3a-49ce-af66-e0eb4e594d15 Full time

Volvo Construction Equipment (VCE), a division of Volvo Group, is one of the world's largest manufacturers of construction equipment such as wheel loaders, haulers, excavators and compact machines.

At VCE, we are at the forefront of innovation in the construction equipment industry. We focus on data-driven decision-making across the entire business spectrum. With numerous ongoing exploratory projects, we provide a fertile ground for curious minds to delve into diverse domains and leave a lasting impact.

Master / Bachelor Thesis
Volvo Construction Equipment (VCE), a division of Volvo Group, is one of the world's largest manufacturers of construction equipment such as wheel loaders, haulers, excavators and compact machines.

At VCE, we are at the forefront of innovation in the construction equipment industry. We focus on data-driven decision-making across the entire business spectrum. With numerous ongoing exploratory projects, we provide a fertile ground for curious minds to delve into diverse domains and leave a lasting impact.

We seek individuals with innovative mindsets who can provide unexpected solutions and think outside the box. By joining us, you will contribute to research and findings that will help shape the direction of our business. Together, we will explore untapped potential, paving the way for a more efficient, intelligent, and sustainable future.

Description Of Thesis Work
Be a part of shaping the future through Analytics and AI explorations, both working on a specific use case and investigating the latest trends in approaches and Ways of Working.

The thesis aims at developing a meta-learning-based scalable measurement model for the Volvo excavator machine's undercarriage. The model can automatically detect and measure undercarriage components from images or videos while adapting rapidly to new excavator models with minimal labelled data.

This can be suitable for the student with studies within for example Industrial Engineering and Management / Production development / Automotive Engineering/ Computer Science/ AI Engineering or equivalent. Computer vision and machine learning are two valuable skill sets. Some programming skills in Python are essential. Moreover, AI and ML knowledge is a merit.

If you think this sounds interesting and that it can meet your thesis goals, we would be grateful to have you as an applicant. For further information, please get in contact with us.

Language: English

Thesis Level: Bachelor / Master

Location: Eskilstuna / Hybrid work setting

For more information: Daniel Aurell, 3P Developer

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