Crops3D: a diverse 3D crop dataset for realistic perception and segmentation toward agricultural applications

Crops3D: a diverse 3D crop dataset for realistic perception and segmentation toward agricultural applications

Abstract Point cloud analysis is a crucial task in computer vision. Despite significant advances over the past decade, the developments in agricultural domain have faced challenges due to a scarcity of datasets. To facilitate 3D point cloud research in agriculture community, we introduce Crops3D, th...

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Bibliographic Details
Main Authors: Jianzhong Zhu, Ruifang Zhai, He Ren, Kai Xie, Aobo Du, Xinwei He, Chenxi Cui, Yinghua Wang, Junli Ye, Jiashi Wang, Xue Jiang, Yulong Wang, Chenglong Huang, Wanneng Yang
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Scientific Data
Online Access:https://doi.org/10.1038/s41597-024-04290-0
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