| --- |
| configs: |
| - config_name: default |
| default: true |
| features: |
| - name: image |
| dtype: image |
| - name: label |
| dtype: |
| class_label: |
| names: |
| '0': Bacterial Leaf Spot |
| '1': Downy Mildew |
| '2': Healthy Leaves |
| '3': Powdery Mildew |
| license: cc-by-4.0 |
| task_categories: |
| - image-classification |
| size_categories: |
| - 1K<n<10K |
| --- |
| |
| # Grape Leaf Disease Classification |
|
|
| A dataset for image classification of Grape Leaf Disease. The dataset contains 2,726 images across 4 classes: Bacterial Leaf Spot, Downy Mildew, Healthy Leaves, Powdery Mildew. |
| Images per class: |
| - Bacterial Leaf Spot: 100 |
| - Downy Mildew: 966 |
| - Healthy Leaves: 1,254 |
| - Powdery Mildew: 406 |
|
|
| This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library. |
|
|
| ## Citation |
|
|
| ```bibtex |
| @article{dharrao2025grapes, |
| title={Grapes leaf disease dataset for precision agriculture}, |
| author={Dharrao, Madhuri and Zade, Nilima and Kamatchi, R and Sonawane, Rakesh and Henry, Rabinder and Dharrao, Deepak}, |
| journal={Data in Brief}, |
| volume={61}, |
| pages={111716}, |
| year={2025}, |
| publisher={Elsevier} |
| }``` |
|
|
| Dharrao, Madhuri; Dharrao, Deepak; Sonawane, Rakesh; zade, Nilima (2025), “Niphad Grape Leaf Disease Dataset (NGLD)”, Mendeley Data, V5, doi: 10.17632/8nnd2ypcv3.5 |
