Embedding Weather Simulation in Auto-Labelling Pipelines Improves Vehicle Detection in Adverse Conditions

The performance of deep learning-based detection methods has made them an attractive option for robotic perception. However, their training typically requires large volumes of data containing all the various situations the robots may potentially encounter during their routine operation. Thus, the wo...

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Bibliographic Details
Main Authors: George Broughton, Jiří Janota, Jan Blaha, Tomáš Rouček, Maxim Simon, Tomáš Vintr, Tao Yang, Zhi Yan, Tomáš Krajník
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/22/22/8855