| --- |
| dataset_info: |
| features: |
| - name: image |
| dtype: image |
| - name: label |
| dtype: |
| class_label: |
| names: |
| '0': Broken |
| '1': Immature |
| '2': Intact |
| '3': Skin-damaged |
| '4': Spotted |
| splits: |
| - name: train |
| num_bytes: 89884943 |
| num_examples: 5513 |
| download_size: 90329805 |
| dataset_size: 89884943 |
| configs: |
| - config_name: default |
| data_files: |
| - split: train |
| path: data/train-* |
| license: cc-by-4.0 |
| task_categories: |
| - image-classification |
| size_categories: |
| - 1K<n<10K |
| --- |
| # Soybean Damage Classification |
|
|
| A dataset for damage classification of soybean seeds. The dataset contains 5,513 images across 5 classes: Broken, Immature, Intact, Skin-damaged, Spotted. |
| Images per class: |
| - Broken: 1,002 |
| - Immature: 1,125 |
| - Intact: 1,201 |
| - Skin-damaged: 1,127 |
| - Spotted: 1,058 |
|
|
| This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library. |
|
|
| ## Citation |
|
|
| ```bibtex |
| @article{lin2023soybean, |
| title={Soybean image dataset for classification}, |
| author={Lin, Wei and Fu, Youhao and Xu, Peiquan and Liu, Shuo and Ma, Daoyi and Jiang, Zitian and Zang, Siyang and Yao, Heyang and Su, Qin}, |
| journal={Data in Brief}, |
| volume={48}, |
| pages={109300}, |
| year={2023}, |
| publisher={Elsevier} |
| } |
| ``` |
|
|
| Lin, Wei; Fu, Youhao; Xu, Peiquan; Liu, Shuo; Ma, Daoyi; Jiang, Zitian; zang, siyang; Yao, Heyang; Su, Qin (2023), “Soybean Seeds”, Mendeley Data, V6, doi: 10.17632/v6vzvfszj6.6 |
|
|
| *This dataset was reformatted from its original format to match HuggingFace standards.* |
