README.md

---
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

```bibtex
@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