Datasets:

Project-AgML
/

BananaImageBD_ripeness_classification

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
dataset_info:
  - config_name: augmented
    features:
      - name: image
        dtype: image
      - name: label
        dtype:
          class_label:
            names:
              '0': Green
              '1': Overripe
              '2': Ripe
              '3': Semi-ripe
    splits:
      - name: train
        num_bytes: 21331749
        num_examples: 2457
    download_size: 21125160
    dataset_size: 21331749
  - config_name: raw
    features:
      - name: image
        dtype: image
      - name: label
        dtype:
          class_label:
            names:
              '0': Green
              '1': Overripe
              '2': Ripe
              '3': Semi-ripe
    splits:
      - name: train
        num_bytes: 3679323
        num_examples: 820
    download_size: 3689298
    dataset_size: 3679323

BananaImageBD Ripeness Classification

A dataset for ripeness classification of bananas. The dataset contains raw and augmented versions.
The raw dataset contains 820 images.
Images per class:

Green: 212
Overripe: 203
Ripe: 201
Semi-ripe: 204

The augmented dataset contains 2,457 images.
Images per class:

Green: 636
Overripe: 609
Ripe: 603
Semi-ripe: 609

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

Citation

@article{ferdaus2025bananaimagebd,
  title={BananaImageBD: A comprehensive banana image dataset for classification of banana varieties and detection of ripeness stages in Bangladesh},
  author={Ferdaus, Md Hasanul and Prito, Rizvee Hassan and Rasel, Ahmed Abdal Shafi and Ahmed, Masud and Saykot, Md Jahid Hassan and Shanta, Shanjida Sultan and Akter, Sonali and Das, Ankan Chandra and Islam, Mohammad Manzurul and Hasan, Mahamudul and others},
  journal={Data in Brief},
  volume={58},
  pages={111239},
  year={2025},
  publisher={Elsevier}
}

Ferdaus, Md Hasanul; Prito, Rizvee Hassan; Rasel, Ahmed Abdal Shafi Rasel; Ahmed, Masud; Saykot, Md. Jahid Hassan; Shanta, Shanjida Sultan; Akter, Sonali; Das, Ankan Chandra; Islam, Mohammad Manzurul; Hasan, Mahamudul; Ali, Sawkat (2024), “BananaImageBD: A Comprehensive Image Dataset of Common Banana Varieties with Different Ripeness Stages in Bangladesh.”, Mendeley Data, V2, doi: 10.17632/ptfscwtnyz.2