Datasets:

Project-AgML
/

MangoImageBD_classification

configs:
  - config_name: original
    default: true
    data_dir: original
    features:
      - name: image
        dtype: image
      - name: label
        dtype:
          class_label:
            names:
              '0': Amrapali
              '1': Ashshina Classic
              '2': Ashshina Zhinuk
              '3': Banana Mango
              '4': Bari-11
              '5': Bari-4
              '6': Fazli Classic
              '7': Fazli Shurmai
              '8': Gourmoti
              '9': Harivanga
              '10': Himsagor
              '11': Katimon
              '12': Langra
              '13': Rupali
              '14': Shada
  - config_name: real_virtual
    data_dir: real_virtual
    features:
      - name: image
        dtype: image
      - name: label
        dtype:
          class_label:
            names:
              '0': Amrapali
              '1': Ashshina Classic
              '2': Ashshina Zhinuk
              '3': Banana Mango
              '4': Bari-11
              '5': Bari-4
              '6': Fazli Classic
              '7': Fazli Shurmai
              '8': Gourmoti
              '9': Harivanga
              '10': Himsagor
              '11': Katimon
              '12': Langra
              '13': Rupali
              '14': Shada
  - config_name: augmented
    data_dir: augmented
    features:
      - name: image
        dtype: image
      - name: label
        dtype:
          class_label:
            names:
              '0': Amrapali
              '1': Ashshina Classic
              '2': Ashshina Zhinuk
              '3': Banana Mango
              '4': Bari-11
              '5': Bari-4
              '6': Fazli Classic
              '7': Fazli Shurmai
              '8': Gourmoti
              '9': Harivanga
              '10': Himsagor
              '11': Katimon
              '12': Langra
              '13': Rupali
              '14': Shada
license: cc-by-4.0
task_categories:
  - image-classification
size_categories:
  - 1K<n<10K

Mango Classification

A dataset for classification of mango varieties. There are three configs: original data, real_virtual, which contains a combination of real and virtual backgrounds, and the augmented dataset.
The original and real_virtual datasets contains 5,703 images.
Images per class:

Amrapali: 135
Ashshina Classic: 571
Ashshina Zhinuk: 1286
Banana Mango: 83
Bari-11: 1244
Bari-4: 74
Fazli Classic: 171
Fazli Shurmai: 247
Gourmoti: 630
Harivanga: 265
Himsagor: 106
Katimon: 424
Langra: 120
Rupali: 184
Shada: 163

The augmented version contains 17,109 images.
Images per class:

Amrapali: 405
Ashshina Classic: 1713
Ashshina Zhinuk: 3858
Banana Mango: 249
Bari-11: 3732
Bari-4: 222
Fazli Classic: 513
Fazli Shurmai: 741
Gourmoti: 1890
Harivanga: 795
Himsagor: 318
Katimon: 1272
Langra: 360
Rupali: 552
Shada: 489

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

Citation

@article{ferdaus2025mangoimagebd,
  title={Mangoimagebd: An extensive mango image dataset for identification and classification of various mango varieties in bangladesh},
  author={Ferdaus, Md Hasanul and Prito, Rizvee Hassan and Ahmed, Masud and Islam, Mohammad Manzurul and Ali, Md Sawkat and Ibrahim, Muhammad and Rasel, Ahmed Abdal Shafi and Islam, Maheen and Jabid, Taskeed and Rahman, Md Atiqur and others},
  journal={Data in Brief},
  pages={111908},
  year={2025},
  publisher={Elsevier}
}

Ferdaus, Md Hasanul; Prito, Rizvee Hassan; Ahmed, Masud ; Rahoman, Md Mizanur; Islam, Mohammad Manzurul; Ali, Sawkat; Islam, Maheen; Rasel, Ahmed Abdal Shafi; Rahman, Md. Atiqur; Jabid, Taskeed; Ibrahim, Muhammad (2024), “MangoImageBD: An Extensive Image Dataset of Common and Popular Mango Varieties in Bangladesh for Identification and Classification”, Mendeley Data, V2, doi: 10.17632/hp2cdckpdr.2