Enhancing oil palm segmentation model with GAN-based augmentation

Abstract In digital agriculture, accurate crop detection is fundamental to developing automated systems for efficient plantation management. For oil palm, the main challenge lies in developing robust models that perform well in different environmental conditions. This study addresses the feasibility...

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Príomhchruthaitheoirí:	Qi Bin Kwong, Yee Thung Kon, Wan Rusydiah W. Rusik, Mohd Nor Azizi Shabudin, Shahirah Shazana A. Rahman, Harikrishna Kulaveerasingam, David Ross Appleton
Formáid:	Artigo
Teanga:	Inglês
Foilsithe / Cruthaithe:	SpringerOpen 2024-09-01
Sraith:	Journal of Big Data
Ábhair:	Oil palm segmentation GAN Object detection Object segmentation Data augmentation Vision transformer
Rochtain ar líne:	https://doi.org/10.1186/s40537-024-00990-x
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Enhancing oil palm segmentation model with GAN-based augmentation

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