Datasets:

Project-AgML
/

eggplant_disease_classification

configs:
  - config_name: raw
    default: true
    data_dir: raw
    features:
      - name: image
        dtype: image
      - name: label
        dtype:
          class_label:
            names:
              '0': Healthy Leaf
              '1': Insect Pest Disease
              '2': Leaf Spot Disease
              '3': Mosaic Virus Disease
              '4': White Mold Disease
              '5': Wilt Disease
  - config_name: augmented
    data_dir: augmented
    features:
      - name: image
        dtype: image
      - name: label
        dtype:
          class_label:
            names:
              '0': Healthy Leaf
              '1': Insect Pest Disease
              '2': Leaf Spot Disease
              '3': Mosaic Virus Disease
              '4': White Mold Disease
              '5': Wilt Disease
license: cc-by-4.0
task_categories:
  - image-classification
size_categories:
  - 10K<n<100K

Eggplant Disease Classification

A dataset for disease classification of Eggplants. The dataset contains raw and augmented versions.
The raw dataset contains 4,089 images.
Images per class:

Healthy Leaf: 1,451
Insect Pest Disease: 546
Leaf Spot Disease: 602
Mosaic Virus Disease: 1,362
White Mold Disease: 63
Wilt Disease: 65

The augmented dataset contains 20,353 images.
Images per class:

Healthy Leaf: 7,265
Insect Pest Disease: 2,728
Leaf Spot Disease: 3,010
Mosaic Virus Disease: 6,710
White Mold Disease: 315
Wilt Disease: 325

This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library.

Citation

@article{howlader2025comprehensive,
  title={A comprehensive image dataset for the identification of eggplant leaf diseases and computer vision applications},
  author={Howlader, Shakib and Ahamed, Md Sabbir and Mojumdar, Mayen Uddin and Noori, Sheak Rashed Haider and Siddiquee, Shah Md Tanvir and Chakraborty, Narayan Ranjan},
  journal={Data in Brief},
  volume={59},
  pages={111353},
  year={2025},
  publisher={Elsevier}
}```

Howlader, Shakib; Ahamed, Md. Sabbir; Mojumdar, Mayen Uddin  (2025), “Eggplant Leaf Disease Detection Dataset”, Mendeley Data, V2, doi: 10.17632/d3ypkphghb.2