| --- |
| 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.* |
