苹果树图像数据集
收藏国家农业科学数据中心2022-07-07 更新2024-03-07 收录
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资源简介:
苹果树数据集是一个三维视觉数据集合,专注于果树的几何重建以操纵机器人进行树木修剪。数据从9棵不同结构的苹果树获取,其中6棵在室外果园环境中,3棵在室内在不同位置。数据集中有五种关于单个树木的信息,包括深度、使用 Kinect v2相机拍摄获取的彩色图像、用普通彩色相机标记的真实图像、主要树枝的直径长度,以及一对连续的主要分支之间的相对距离。该数据集为用于修剪树木的三维构建和建模算法提供了新的基准。https://engineering.purdue.edu/RVL/CVPRW_Dataset/
The Apple Tree Dataset is a 3D vision dataset dedicated to geometric reconstruction of fruit trees for robotic tree pruning operations. Data was collected from 9 apple trees with distinct structural architectures, including 6 trees in outdoor orchard environments and 3 trees in various indoor locations. The dataset contains five categories of information for individual trees: depth data, color images captured using a Kinect v2 camera, ground-truth images annotated with a regular color camera, the diameter and length of major branches, and the relative distance between a pair of consecutive major branches. This dataset provides a new benchmark for 3D reconstruction and modeling algorithms designed for tree pruning tasks. https://engineering.purdue.edu/RVL/CVPRW_Dataset/
创建时间:
2022-07-07
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