A synthetic segmentation dataset generator using a 3D modeling framework and raycaster: a mining industry application

Many industries utilize deep learning methods to increase efficiency and reduce costs. One of these methods, image segmentation, is used for object detection and recognition in localization and mapping. Segmentation models are trained using labeled datasets; however, manually creating datasets for e...

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Detalhes bibliográficos

Principais autores:	Wilhelm Johannes Kilian, Jaco Prinsloo, Jan Vosloo, Stéphan Taljaard
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Frontiers Media S.A. 2024-12-01
coleção:	Frontiers in Artificial Intelligence
Assuntos:	deep learning computer vision image segmentation deep-level mining real applications in engineering
Acesso em linha:	https://www.frontiersin.org/articles/10.3389/frai.2024.1453931/full
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