Semi-Automated Data Annotation in Multisensor Datasets for Autonomous Vehicle Testing

By: Andrii Gamalii, Daniel Górniak, Robert Nowak, Bartłomiej Olber, Krystian Radlak, Jakub Winter

Published: 2026-01-01

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Abstract

This paper addresses the critical challenge of efficient and accurate data annotation for multisensor datasets, particularly for the rigorous testing of autonomous vehicles. It proposes semi-automated methods to streamline the annotation process, significantly reducing manual effort and improving the scalability of autonomous driving development.

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