| --- |
| configs: |
| - config_name: augmented |
| data_files: |
| - split: train |
| path: augmented/train-* |
| - config_name: raw |
| data_dir: raw |
| default: true |
| license: cc-by-4.0 |
| task_categories: |
| - image-classification |
| size_categories: |
| - 1K<n<10K |
| dataset_info: |
| - config_name: augmented |
| features: |
| - name: image |
| dtype: image |
| - name: label |
| dtype: |
| class_label: |
| names: |
| '0': Dry Leaf |
| '1': Healthy Leaf |
| '2': Leaf Blotch |
| '3': Rhizome Disease Root |
| '4': Rhizome Healthy Root |
| splits: |
| - name: train |
| num_bytes: 2590519269 |
| num_examples: 4548 |
| download_size: 2611993400 |
| dataset_size: 2590519269 |
| - config_name: raw |
| features: |
| - name: image |
| dtype: image |
| - name: label |
| dtype: |
| class_label: |
| names: |
| '0': Dry Leaf |
| '1': Healthy Leaf |
| '2': Leaf Blotch |
| '3': Rhizome Disease Root |
| '4': Rhizome Healthy Root |
| splits: |
| - name: train |
| num_bytes: 258176735 |
| num_examples: 1063 |
| download_size: 261436288 |
| dataset_size: 258176735 |
| --- |
| |
| # Turmeric Disease Classification |
|
|
| A dataset for disease classification of turmeric. The dataset contains raw and augmented versions. |
| The raw dataset contains 1,063 images. |
| Images per class: |
| - Dry Leaf: 203 |
| - Healthy Leaf: 197 |
| - Leaf Blotch: 199 |
| - Rhizome Disease Root: 182 |
| - Rhizome Healthy Root: 282 |
|
|
| The augmented dataset contains 4,548 images. |
| Images per class: |
| - Dry Leaf: 812 |
| - Healthy Leaf: 985 |
| - Leaf Blotch: 995 |
| - Rhizome Disease Root: 910 |
| - Rhizome Healthy Root: 846 |
|
|
|
|
| This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library. |
|
|
| ## Citation |
|
|
| ```bibtex |
| @article{siam2025data, |
| title={A data-driven approach to turmeric disease detection: Dataset for plant condition classification}, |
| author={Siam, AKM Fazlul Kobir and Nirob, Md Asraful Sharker and Bishshash, Prayma and Assaduzzaman, Md and Ghosh, Apurba and Noori, Sheak Rashed Haider}, |
| journal={Data in Brief}, |
| volume={59}, |
| pages={111435}, |
| year={2025}, |
| publisher={Elsevier} |
| } |
| ``` |
|
|
| SIAM, A K M FAZLUL KOBIR ; Nirob, Md Asraful Sharker; Bishshash, Prayma (2025), “Turmeric Plant Disease Dataset: Advancing AI for Agricultural Sustainability”, Mendeley Data, V2, doi: 10.17632/g46dvrcvwn.2 |
