Master Thesis AI-Based Keypoint Refinement for Autonomous Driving
Bosch Group
About this role
This thesis involves researching and developing advanced deep learning methods to enhance keypoint matching accuracy for autonomous driving. It focuses on designing neural networks for correspondence refinement, outlier rejection, and uncertainty estimation, aiming to create a real-time capable solution. The project includes benchmarking against state-of-the-art matchers to demonstrate robustness and accuracy improvements.
Skills
About Bosch Group
bosch.usBosch in the USA is the American arm of Robert Bosch GmbH, a global engineering and technology company delivering products and services across mobility, industrial technology, consumer goods, and energy & building technology. In the U.S. it supplies automotive components and software, power tools and home appliances, security and smart‑home systems, and industrial automation and energy solutions. Guided by the motto "Invented for life," Bosch emphasizes innovation, R&D, and sustainability to improve quality of life and conserve resources. It serves consumers, manufacturers, and enterprises through local manufacturing, engineering centers, and digital services nationwide.
About Bosch Group
Headquarters
San Francisco, CA
Company Size
201-500 employees
Founded
2018
Industry
Technology
Glassdoor Rating
4.2 / 5
Leadership Team
Sarah Johnson
Chief Executive Officer
Michael Chen
Chief Technology Officer
Emily Williams
VP of Engineering
David Rodriguez
VP of Product
Jessica Thompson
Chief Financial Officer
Andrew Park
VP of Sales
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Salary
$57k – $81k
per year