Datasets:

Project-AgML
/

BananaImageBD_variety_classification

configs:
  - config_name: augmented
    data_files:
      - split: train
        path: augmented/train-*
  - config_name: raw
    data_dir: raw
    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': Bangla Kola
              '1': Champa Kola
              '2': Sabri Kola
              '3': Sagor Kola
    splits:
      - name: train
        num_bytes: 71261833
        num_examples: 7413
    download_size: 66723961
    dataset_size: 71261833
  - config_name: raw
    features:
      - name: image
        dtype: image
      - name: label
        dtype:
          class_label:
            names:
              '0': Bangla Kola
              '1': Champa Kola
              '2': Sabri Kola
              '3': Sagor Kola
    splits:
      - name: train
        num_bytes: 11854315
        num_examples: 2471
    download_size: 12113103
    dataset_size: 11854315

BananaImageBD Variety Classification

A dataset for variety classification of bananas. The dataset contains raw and augmented versions.
The raw dataset contains 2,471 images.
Images per class:

Bangla Kola: 444
Champa Kola: 994
Sabri Kola: 509
Sagor Kola: 524

The augmented dataset contains 7,413 images.
Images per class:

Bangla Kola: 1,332
Champa Kola: 2,982
Sabri Kola: 1,527
Sagor Kola: 1,572

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