---
dataset_info:
  features:
  - name: image
    dtype: image
  - name: label
    dtype:
      class_label:
        names:
          '0': Apple Scab Leaf
          '1': Apple leaf
          '2': Apple rust leaf
          '3': Bell_pepper leaf
          '4': Bell_pepper leaf spot
          '5': Blueberry leaf
          '6': Cherry leaf
          '7': Corn Gray leaf spot
          '8': Corn leaf blight
          '9': Corn rust leaf
          '10': Peach leaf
          '11': Potato leaf early blight
          '12': Potato leaf late blight
          '13': Raspberry leaf
          '14': Soyabean leaf
          '15': Squash Powdery mildew leaf
          '16': Strawberry leaf
          '17': Tomato Early blight leaf
          '18': Tomato Septoria leaf spot
          '19': Tomato leaf
          '20': Tomato leaf bacterial spot
          '21': Tomato leaf late blight
          '22': Tomato leaf mosaic virus
          '23': Tomato leaf yellow virus
          '24': Tomato mold leaf
          '25': Tomato two spotted spider mites leaf
          '26': grape leaf
          '27': grape leaf black rot
  splits:
  - name: train
    num_bytes: 870747799
    num_examples: 2569
  download_size: 993536349
  dataset_size: 870747799
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
license: cc-by-sa-4.0
task_categories:
- image-classification
size_categories:
- 1K<n<10K
---
# Plant Doc Classification

A dataset for disease classification of various plants. The dataset contains 2,569 images across 28 classes:  
Images per class:
- Apple Scab Leaf: 93
- Apple leaf: 91
- Apple rust leaf: 88
- Bell_pepper leaf: 61
- Bell_pepper leaf spot: 71
- Blueberry leaf: 114
- Cherry leaf: 57
- Corn Gray leaf spot: 68
- Corn leaf blight: 191
- Corn rust leaf: 116
- Peach leaf: 111
- Potato leaf early blight: 116
- Potato leaf late blight: 105
- Raspberry leaf: 119
- Soyabean leaf: 65
- Squash Powdery mildew leaf: 130
- Strawberry leaf: 96
- Tomato Early blight leaf: 88
- Tomato Septoria leaf spot: 150
- Tomato leaf: 63
- Tomato leaf bacterial spot: 110
- Tomato leaf late blight: 111
- Tomato leaf mosaic virus: 54
- Tomato leaf yellow virus: 75
- Tomato mold leaf: 91
- Tomato two spotted spider mites leaf: 2
- grape leaf: 69
- grape leaf black rot: 64

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

## Citation

```bibtex
@inproceedings{10.1145/3371158.3371196,
author = {Singh, Davinder and Jain, Naman and Jain, Pranjali and Kayal, Pratik and Kumawat, Sudhakar and Batra, Nipun},
title = {PlantDoc: A Dataset for Visual Plant Disease Detection},
year = {2020},
isbn = {9781450377386},
publisher = {Association for Computing Machinery},
url = {https://doi.org/10.1145/3371158.3371196},
doi = {10.1145/3371158.3371196},
booktitle = {Proceedings of the 7th ACM IKDD CoDS and 25th COMAD},
pages = {249–253},
numpages = {5},
series = {CoDS COMAD 2020}
}
```

https://github.com/pratikkayal/PlantDoc-Dataset