| --- |
| configs: |
| - config_name: raw |
| default: true |
| data_dir: raw |
| - config_name: augmented |
| data_dir: augmented |
| license: cc-by-4.0 |
| task_categories: |
| - image-classification |
| size_categories: |
| - 10K<n<100K |
| dataset_info: |
| - config_name: augmented |
| features: |
| - name: image |
| dtype: image |
| - name: label |
| dtype: |
| class_label: |
| names: |
| '0': Anthracnose |
| '1': Caterpillars_Infestation |
| '2': Cercospora_Leaf |
| '3': Citrus |
| '4': Healthy |
| '5': Healthy_Leaf |
| '6': Leaf_Curl |
| '7': Leaf_Spot |
| '8': Sooty_Mold |
| - name: crop_type |
| dtype: string |
| - config_name: raw |
| features: |
| - name: image |
| dtype: image |
| - name: label |
| dtype: |
| class_label: |
| names: |
| '0': Anthracnose |
| '1': Caterpillars_Infestation |
| '2': Cercospora_Leaf |
| '3': Citrus |
| '4': Healthy_Leaf |
| '5': Heathy_Leaf |
| '6': Leaf_Curl |
| '7': Leaf_Spot |
| '8': Sooty_Mold |
| - name: crop_type |
| dtype: string |
| --- |
| |
| # Three Plant Leaf Disease Classification |
|
|
| A dataset for disease classification of three plant leaves: Aegle Marmelos, Hog Plum, and Lemon. The dataset contains raw and augmented versions. |
| The raw dataset contains 3,941 images. |
| Images per class: |
| - Anthracnose: 360 |
| - Caterpillars_Infestation: 429 |
| - Cercospora_Leaf: 386 |
| - Citrus: 302 |
| - Healthy_Leaf: 674 |
| - Heathy_Leaf: 407 |
| - Leaf_Curl: 678 |
| - Leaf_Spot: 370 |
| - Sooty_Mold: 335 |
| |
| The augmented dataset contains 12,295 images. |
| Images per class: |
| - Anthracnose: 1,026 |
| - Caterpillars_Infestation: 1,193 |
| - Cercospora_Leaf: 1,110 |
| - Citrus: 1,140 |
| - Healthy: 2,274 |
| - Healthy_Leaf: 1,052 |
| - Leaf_Curl: 2,192 |
| - Leaf_Spot: 1,046 |
| - Sooty_Mold: 1,262 |
| |
| |
| This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library. |
| |
| ## Citation |
| |
| ```bibtex |
| @article{huq2025comprehensive, |
| title={Comprehensive smartphone image dataset for Aegle Marmelos, Hog plum, and lemon plant leaf disease and freshness assessment}, |
| author={Huq, Mohammad Rezwanul and Ahmed, Jubaer and Gani, Raiyan and Isty, Maherun Nessa and Islam, Tasmia}, |
| journal={Data in Brief}, |
| volume={60}, |
| pages={111590}, |
| year={2025}, |
| publisher={Elsevier} |
| } |
| ``` |
| |
| Huq, Rezwan; Ahmed, Jubaer; Nessa, Maherun; Islam, Tasmia; Gani, Raiyan (2024), “Smartphone Image Dataset for Aegle Marmelos, Hog Plum and Lemon Plant Leaf ”, Mendeley Data, V1, doi: 10.17632/54r883j5zr.1 |
