Unsupervised image-to-image translation to reduce the annotation effort for instance segmentation of field vegetables

Due to the constantly increasing shortage of labour availability in the agricultural sector, automation is on the rise. This trend is particularly evident in field vegetable production, where the majority of costs are associated with human labour. To automate labour-intensive tasks, intelligent came...

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Bibliographic Details
Main Authors: Nils Lüling, Jonas Straub, Alexander Stana, David Reiser, Johannes Clar, Hans W. Griepentrog
Format: Article
Language:English
Published: Elsevier 2024-03-01
Series:Smart Agricultural Technology
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2772375524000273