| --- |
| dataset_info: |
| - config_name: augmented |
| features: |
| - name: image |
| dtype: image |
| - name: label |
| dtype: |
| class_label: |
| names: |
| '0': Boron |
| '1': Calcium |
| '2': Healthy |
| '3': Iron |
| '4': Magnesium |
| '5': Manganese |
| '6': Potassium |
| '7': Sulphur |
| '8': Zinc |
| splits: |
| - name: train |
| num_bytes: 357205515 |
| num_examples: 12747 |
| download_size: 281381623 |
| dataset_size: 357205515 |
| - config_name: raw |
| features: |
| - name: image |
| dtype: image |
| - name: label |
| dtype: |
| class_label: |
| names: |
| '0': Boron |
| '1': Calcium |
| '2': Healthy |
| '3': Iron |
| '4': Magnesium |
| '5': Manganese |
| '6': Potassium |
| '7': Sulphur |
| '8': Zinc |
| splits: |
| - name: train |
| num_bytes: 96869063 |
| num_examples: 5348 |
| download_size: 95966968 |
| dataset_size: 96869063 |
| configs: |
| - config_name: augmented |
| data_files: |
| - split: train |
| path: augmented/train-* |
| - config_name: raw |
| default: true |
| data_files: |
| - split: train |
| path: raw/train-* |
| license: cc-by-4.0 |
| task_categories: |
| - image-classification |
| size_categories: |
| - 1K<n<10K |
| --- |
| |
| # Banana Leaf Nutrient Classification |
|
|
| A dataset for classification of Banana leaf nutrient deficiencies. The dataset contains raw and augmented versions. |
| The raw dataset contains 5,348 images. |
| Images per class: |
| - Boron: 173 |
| - Calcium: 794 |
| - Healthy: 1,584 |
| - Iron: 151 |
| - Magnesium: 288 |
| - Manganese: 24 |
| - Potassium: 381 |
| - Sulphur: 1,240 |
| - Zinc: 713 |
|
|
| The augmented dataset contains 12,747 images. |
| Images per class: |
| - Boron: 1,384 |
| - Calcium: 1,588 |
| - Healthy: 1,586 |
| - Iron: 1,359 |
| - Magnesium: 1,440 |
| - Manganese: 1,200 |
| - Potassium: 1,524 |
| - Sulphur: 1,240 |
| - Zinc: 1,426 |
|
|
|
|
| This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library. |
|
|
| ## Citation |
|
|
| ```bibtex |
| @article{sunitha2023fully, |
| title={A fully labelled image dataset of banana leaves deficient in nutrients}, |
| author={Sunitha, P and Uma, B and Channakeshava, S and Suresh Babu, CS}, |
| journal={Data in Brief}, |
| volume={48}, |
| pages={109155}, |
| year={2023}, |
| publisher={Elsevier} |
| } |
| ``` |
|
|
| p, sunitha; B, Uma; Babu C S, Suresh ; S, Channakeshava (2025), “Images of Nutrient Deficient Banana Plant Leaves”, Mendeley Data, V2, doi: 10.17632/7vpdrbdkd4.2 |
