Datasets:

Project-AgML
/

BDMANGO_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': Amrapali
              '1': Banana
              '2': Chaunsa
              '3': Fazli
              '4': Haribhanga
              '5': Himsagar
    splits:
      - name: train
        num_bytes: 123514304
        num_examples: 5859
    download_size: 118944740
    dataset_size: 123514304
  - config_name: raw
    features:
      - name: image
        dtype: image
      - name: label
        dtype:
          class_label:
            names:
              '0': Amrapali
              '1': Banana
              '2': Chaunsa
              '3': Fazli
              '4': Haribhanga
              '5': Himsagar
    splits:
      - name: train
        num_bytes: 14853418
        num_examples: 837
    download_size: 14869747
    dataset_size: 14853418

Bdmango Variety Classification

A dataset for variety classification of mangos based on their leaves. The dataset contains raw and augmented versions.
The raw dataset contains 837 images.
Images per class:

Amrapali: 120
Banana: 167
Chaunsa: 150
Fazli: 160
Haribhanga: 120
Himsagar: 120

The augmented dataset contains 5,859 images.
Images per class:

Amrapali: 840
Banana: 1,169
Chaunsa: 1,050
Fazli: 1,120
Haribhanga: 840
Himsagar: 840

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

Citation

@article{islam2025bdmango,
  title={BDMANGO: An image dataset for identifying the variety of mango based on the mango leaves},
  author={Islam, Mohammad Manzurul and Ahmed, Md Jubayer and Shafi, Mahmud Bin and Das, Aritra and Hasan, Md Rakibul and Al Rafi, Abdullah and Rashid, Mohammad Rifat Ahmmad and Niloy, Nishat Tasnim and Ali, Md Sawkat and Chowdhury, Abdullahi and others},
  journal={Data in Brief},
  volume={58},
  pages={111241},
  year={2025},
  publisher={Elsevier}
}

Islam, Mohammad Manzurul; Das, Aritra; Hasan, Md. Rakibul; Rashid, Mohammad Rifat Ahmmad (2024), “Image Dataset of Bangladeshi Mango Leaf”, Mendeley Data, V5, doi: 10.17632/nnh69sng8p.5