---
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