Pretraining instance segmentation models with bounding box annotations

Annotating datasets for fully supervised instance segmentation tasks can be arduous and time-consuming, requiring a significant effort and cost investment. Producing bounding box annotations instead constitutes a significant reduction in this investment, but bounding box annotated data alone are not...

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Bibliographic Details
Main Authors: Cathaoir Agnew, Eoin M. Grua, Pepijn Van de Ven, Patrick Denny, Ciarán Eising, Anthony Scanlan
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Intelligent Systems with Applications
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2667305324001285
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