---
dataset_info:
- config_name: augmented
  features:
  - name: image
    dtype: image
  - name: label
    dtype:
      class_label:
        names:
          '0': healthy
          '1': helminthosporium_leaf_blight
          '2': spodoptera_frugiperda
          '3': zonocerus_variegatus
  splits:
  - name: train
    num_bytes: 376332533
    num_examples: 11772
  download_size: 371016118
  dataset_size: 376332533
- config_name: raw
  features:
  - name: image
    dtype: image
  - name: label
    dtype:
      class_label:
        names:
          '0': healthy
          '1': helminthosporium_leaf_blight
          '2': spodoptera_frugiperda
          '3': zonocerus_variegatus
  splits:
  - name: train
    num_bytes: 6386222191
    num_examples: 1308
  download_size: 7249473765
  dataset_size: 6386222191
configs:
- config_name: augmented
  data_files:
  - split: train
    path: augmented/train-*
- config_name: raw
  data_files:
  - split: train
    path: raw/train-*
  default: true
license: cc-by-4.0
task_categories:
- image-classification
size_categories:
- 1K<n<10K
---
# Corn Leaf Pest Classification

A dataset for image classification of Corn Leaf Pest Classification.    
The raw dataset contains 1,308 images.  
The augmented dataset contains 11,772 images.  

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

## Citation

```bibtex
@article{tchokogoue2025towards,
  title={Towards precision agriculture: A dataset for early detection of corn leaf pests},
  author={Tchokogou{\'e}, Thierry and Noumsi, Auguste Vigny and Atemkeng, Marcellin and Fono, Louis Aim{\'e}},
  journal={Data in Brief},
  volume={59},
  pages={111394},
  year={2025},
  publisher={Elsevier}
}
```

Tchokogoué, Thierry; Noumsi, Auguste; Atemkeng Teufack, Marcellin; FONO, LOUIS AIME  (2024), “A Dataset for Early Detection of Corn Leaf Pests in Precision Agriculture”, Mendeley Data, V1, doi: 10.17632/ymvghfcww7.1

*This dataset was reformatted from its original format to match HuggingFace standards.*