| --- |
| 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: |
| - 10K<n<100K |
| dataset_info: |
| - config_name: augmented |
| features: |
| - name: image |
| dtype: image |
| - name: label |
| dtype: |
| class_label: |
| names: |
| '0': Alternaria_Leaf_Blight |
| '1': Angular_Leaf_Spot |
| '2': Anthracnose |
| '3': Bacterial_Blight |
| '4': Carica_Insect_Hole |
| '5': Curled_Yellow_Spot |
| '6': Downy |
| '7': Downy_Mildew |
| '8': Dry_Leaf |
| '9': Early_Alternaria_Leaf_Blight |
| '10': Fungal_Damage_Leaf |
| '11': Healthy |
| '12': Healthy_leaf |
| '13': Insect_Damage |
| '14': Iron_Chlorosis_Damage |
| '15': Mosaic |
| '16': Mosaic_Virus |
| '17': Pathogen_symptoms |
| '18': Spot |
| '19': White_spot |
| '20': Xanthomonas_Leaf_Spot |
| '21': Yellow_Mosaic_Virus |
| '22': Yellow_Necrotic_Spots_Holes |
| - name: crop |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 2369651163 |
| num_examples: 22875 |
| download_size: 2361772085 |
| dataset_size: 2369651163 |
| - config_name: raw |
| features: |
| - name: image |
| dtype: image |
| - name: label |
| dtype: |
| class_label: |
| names: |
| '0': Alternaria_Leaf_Blight |
| '1': Angular_Leaf_Spot |
| '2': Anthracnose |
| '3': Bacterial_Blight |
| '4': Carica_Insect_Hole |
| '5': Curled_Yellow_Spot |
| '6': Downy_Mildew |
| '7': Dry_Leaf |
| '8': Early_Alternaria_Leaf_Blight |
| '9': Fungal_Damage_Leaf |
| '10': Healthy |
| '11': Healthy_leaf |
| '12': Insect_Damage |
| '13': Iron_Chlorosis_Damage |
| '14': Mosaic |
| '15': Mosaic_Virus |
| '16': Pathogen_symptoms |
| '17': Spot |
| '18': White_spot |
| '19': Xanthomonas_Leaf_Spot |
| '20': Yellow_Mosaic_Virus |
| '21': Yellow_Necrotic_Spots_Holes |
| - name: crop |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 5488515233 |
| num_examples: 5246 |
| download_size: 5171115696 |
| dataset_size: 5488515233 |
| --- |
| |
| # AgriVision4 Disease Classification |
|
|
| A dataset for disease classification of Bottle Gourd, Zucchini, Papaya, and Tomato. The dataset contains raw and augmented versions. |
| The raw dataset contains 5,246 images. |
| Images per class: |
| - Alternaria_Leaf_Blight: 303 |
| - Angular_Leaf_Spot: 120 |
| - Anthracnose: 405 |
| - Bacterial_Blight: 183 |
| - Carica_Insect_Hole: 318 |
| - Curled_Yellow_Spot: 538 |
| - Downy_Mildew: 496 |
| - Dry_Leaf: 67 |
| - Early_Alternaria_Leaf_Blight: 179 |
| - Fungal_Damage_Leaf: 39 |
| - Healthy: 636 |
| - Healthy_leaf: 189 |
| - Insect_Damage: 78 |
| - Iron_Chlorosis_Damage: 65 |
| - Mosaic: 195 |
| - Mosaic_Virus: 434 |
| - Pathogen_symptoms: 286 |
| - Spot: 311 |
| - White_spot: 65 |
| - Xanthomonas_Leaf_Spot: 86 |
| - Yellow_Mosaic_Virus: 202 |
| - Yellow_Necrotic_Spots_Holes: 51 |
|
|
| The augmented dataset contains 22,875 images. |
| Images per class: |
| - Alternaria_Leaf_Blight: 697 |
| - Angular_Leaf_Spot: 880 |
| - Anthracnose: 1,595 |
| - Bacterial_Blight: 817 |
| - Carica_Insect_Hole: 682 |
| - Curled_Yellow_Spot: 462 |
| - Downy: 943 |
| - Downy_Mildew: 1,561 |
| - Dry_Leaf: 933 |
| - Early_Alternaria_Leaf_Blight: 821 |
| - Fungal_Damage_Leaf: 961 |
| - Healthy: 2,485 |
| - Healthy_leaf: 811 |
| - Insect_Damage: 922 |
| - Iron_Chlorosis_Damage: 935 |
| - Mosaic: 805 |
| - Mosaic_Virus: 1,566 |
| - Pathogen_symptoms: 714 |
| - Spot: 689 |
| - White_spot: 935 |
| - Xanthomonas_Leaf_Spot: 914 |
| - Yellow_Mosaic_Virus: 798 |
| - Yellow_Necrotic_Spots_Holes: 949 |
|
|
|
|
| This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library. |
|
|
| ## Citation |
|
|
| ```bibtex |
| @article{billah2026agri, |
| title={Agri-Vision Bangladesh: A Multi-Crop Augmented Image Dataset for Automated Disease Diagnosis in Bottle Gourd, Zucchini, Papaya, and Tomato.}, |
| author={Billah, Md Masum and Rahman, Md Anisur and Sagor, Saifuddin and Parvin, Sanzida and Uddin, Mohammad Shorif}, |
| journal={Data in Brief}, |
| pages={112528}, |
| year={2026}, |
| publisher={Elsevier} |
| } |
| ``` |
|
|
| Billah, Md Masum; Rahman, Md.Anisur; Sagor, Saifuddin ; Parvin, Sanzida; Uddin, Mohammad Shorif (2026), “Agri-Vision4: A Comprehensive Multi-Crop Leaf Disease Dataset of Tomato, Papaya, Zucchini, and Bottle Gourd from Bangladesh”, Mendeley Data, V1, doi: 10.17632/8t6k37ztxc.1 |
