| --- |
| configs: |
| - config_name: raw |
| default: true |
| data_dir: raw |
| features: |
| - name: image |
| dtype: image |
| - name: label |
| dtype: |
| class_label: |
| names: |
| '0': Bacterial Leaf Spot |
| '1': Cercospora Leaf Spot |
| '2': Healthy |
| '3': Yellow |
| - config_name: augmented |
| data_dir: augmented |
| features: |
| - name: image |
| dtype: image |
| - name: label |
| dtype: |
| class_label: |
| names: |
| '0': Bacterial Leaf Spot |
| '1': Cercospora Leaf Spot |
| '2': Healthy |
| '3': Yellow |
| - config_name: preprocessed |
| data_dir: preprocessed |
| features: |
| - name: image |
| dtype: image |
| - name: label |
| dtype: |
| class_label: |
| names: |
| '0': Bacterial Leaf Spot |
| '1': Cercospora Leaf Spot |
| '2': Healthy |
| '3': Yellow |
| license: cc-by-nc-4.0 |
| task_categories: |
| - image-classification |
| size_categories: |
| - 1K<n<10K |
| --- |
| |
| # Moringa Leaf Disease Classification |
|
|
| A dataset for disease classification of moringa leaves. The dataset contains both the raw data, preprocessed, and augmented version. The preprocessed dataset has had backgrounds removed and image size scaled down. |
| The raw data and preprocessed dataset contains 2,817 images, distributed as |
| - Bacterial Leaf Spot: 857 |
| - Cercospora Leaf Spot: 568 |
| - Healthy: 597 |
| - Yellow: 795 |
|
|
| The augmented data contains 11,268 images, distributed as |
| - Bacterial Leaf Spot: 3428 |
| - Cercospora Leaf Spot: 2272 |
| - Healthy: 2388 |
| - Yellow: 3180 |
|
|
| This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library. |
|
|
| ## Citation |
|
|
| ```bibtex |
| @article{preanto2025moringaleafnet, |
| title={MoringaLeafNet: A multi-class leaf disease dataset for precision agriculture and deep learning research}, |
| author={Preanto, Sabit Ahamed and Paul, Tapon and Khan, Abid and Bijoy, Md Hasan Imam}, |
| journal={Data in Brief}, |
| pages={112174}, |
| year={2025}, |
| publisher={Elsevier} |
| } |
| ``` |
|
|
| Khan, Abid; Preanto, Sabit Ahamed; Paul, Tapon; Bijoy, Md Hasan Imam (2025), “MoringaLeafNet: A Multi-Class Leaf Disease Dataset for Precision Agriculture and Deep Learning Research”, Mendeley Data, V5, doi: 10.17632/w8sr775pjb.5 |
