Datasets:
File size: 1,770 Bytes
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dataset_info:
features:
- name: image
dtype: image
- name: mask
dtype: image
- name: subject_id
dtype: int64
- name: observation
list: string
splits:
- name: train
num_bytes: 965374576
num_examples: 6981
download_size: 935848216
dataset_size: 965374576
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
license: cc-by-4.0
task_categories:
- image-segmentation
size_categories:
- 1K<n<10K
---
# LSID Bean Segmentation
A dataset for semantic segmentation of bean leaves. The dataset contains 6,981 images with pixel-level mask annotations, along with observations of the state of the leaf.
This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library.
## Citation
```bibtex
@article{da2025bean,
title={Bean leaf image dataset annotated with leaf dimensions, segmentation masks, and camera calibration},
author={da Silva, Karla Gabriele Florentino and de Magalh{\~a}es Rozatto, Paulo Victor and e Sousa, Kaio de Oliveira and Hudson, Lucas Dias and Meyer, Artur Welerson Sott and Silva, Alemilson Fabiano and Mendes, Igor Tibiri{\c{c}}{\'a} and Borges, Alex Rodrigues and Morais, Leandro Elias and da Silva Maciel, Luiz Maur{\'\i}lio and others},
journal={Data in Brief},
volume={59},
pages={111328},
year={2025},
publisher={Elsevier}
}
```
Florentino, Karla; Rozatto, Paulo; Sousa, Kaio; Hudson, Lucas; Meyer, Artur; Silva, Alemilson; Mendes, Igor; Borges, Alex; Morais, Leandro; Maciel, Luiz; Villela, Saulo; Pedrini, Hélio; Vieira, Marcelo (2025), “Leaf on Stem Image Dataset Beans (LSID-Beans)”, Mendeley Data, V3, doi: 10.17632/f42hwwrpgn.3
*This dataset was reformatted from its original format to match HuggingFace standards.* |