---
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