Datasets:

Project-AgML
/

banana_variety_classification

dataset_info:
  - config_name: augmented
    features:
      - name: image
        dtype: image
      - name: label
        dtype:
          class_label:
            names:
              '0': Anaji
              '1': Bichi
              '2': Champa
              '3': Deshi
              '4': Shagor
              '5': Shobri
    splits:
      - name: train
        num_bytes: 5952767112
        num_examples: 6000
    download_size: 5082692214
    dataset_size: 5952767112
  - config_name: raw
    features:
      - name: image
        dtype: image
      - name: label
        dtype:
          class_label:
            names:
              '0': Anaji
              '1': Bichi
              '2': Champa
              '3': Deshi
              '4': Shagor
              '5': Shobri
    splits:
      - name: train
        num_bytes: 4358296086
        num_examples: 1166
    download_size: 4389798331
    dataset_size: 4358296086
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 Variety Classification

A dataset for variety classification of bananas. The dataset contains raw and augmented versions.
The raw dataset contains 1,166 images.
Images per class:

Anaji: 209
Bichi: 182
Champa: 136
Deshi: 237
Shagor: 239
Shobri: 163

The augmented dataset contains 6,000 images.
Images per class:

Anaji: 1,000
Bichi: 1,000
Champa: 1,000
Deshi: 1,000
Shagor: 1,000
Shobri: 1,000

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

Citation

@article{sheikh2024bananaset,
  title={BananaSet: a dataset of banana varieties in Bangladesh},
  author={Sheikh, Md Ripon and Hossain, Md Anwar and Hossain, Moazzem and Islam, Md Masudul and Himel, Galib Muhammad Shahriar},
  journal={Data in Brief},
  volume={54},
  pages={110513},
  year={2024},
  publisher={Elsevier}
}

Islam, Md Masudul; Sheikh, Ripon; Hossain, Md. Anwar; Hossain, Moazzem ; Himel, Galib Muhammad Shahriar (2024), “BananaSet: A Dataset of Banana Varieties in Bangladesh”, Mendeley Data, V4, doi: 10.17632/35gb4v72dr.4