Leaf on Stem Image Dataset Beans (LSID-Beans)

The dataset is composed of 6981 images of 612 common bean leaves (Phaseolus vulgaris). Each image contains a leaf accompanied by a fiducial marker. The resolution of the images is 512 x 512 pixels. The dataset provide annotations of the known leaf dimensions (area, perimeter, length, and width), image segmentation, known area uniformly distributed over the leaf region, real area of the marker region, marker pose, capture conditions, and camera calibration. This dataset can be useful for developing deep learning algorithms for leaf dimensioning and related problems. Therefore, there is a potential to contribute to computer vision and plant physiology researchers and specialists.

本数据集由6981张普通豆叶（Phaseolus vulgaris）图像组成。每张图像均包含一片叶片及其相应的标识标记。图像的分辨率为512 x 512像素。数据集提供了已知叶片尺寸（面积、周长、长度和宽度）的标注、图像分割、叶片区域中均匀分布的已知面积、标记区域的实际面积、标记姿态、拍摄条件以及相机校准信息。该数据集可用于开发针对叶片尺寸及其相关问题的深度学习算法，因此，对计算机视觉和植物生理学研究人员及专家具有潜在贡献。