Project-AgML/PaddyVarietyBD_variety_classification

PaddyVarietyBD Variety Classification

A dataset for variety classification of rice kernels. The dataset contains raw and augmented versions.
The raw dataset contains 14,000 images.
Images per class:

• BD70: 400
• Bd30: 400
• Bd33: 400
• Bd34: 400
• Bd49: 400
• Bd51: 400
• Bd52: 400
• Bd56: 400
• Bd57: 400
• Bd72: 400
• Bd75: 400
• Bd76: 400
• Bd79: 400
• Bd85: 400
• Bd87: 400
• Bd91: 400
• Bd93: 400
• Bd95: 400
• Binadhan07: 400
• Binadhan08: 400
• Binadhan10: 400
• Binadhan11: 400
• Binadhan12: 400
• Binadhan14: 400
• Binadhan16: 400
• Binadhan17: 400
• Binadhan19: 400
• Binadhan20: 400
• Binadhan21: 400
• Binadhan23: 400
• Binadhan24: 400
• Binadhan25: 400
• Binadhan26: 400
• Br22: 400
• Br23: 400

The augmented dataset contains 56,000 images, with an even 1,6000 per class.

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

Citation

@article{tahsin2025paddyvarietybd,
  title={Paddyvarietybd: Classifying paddy variations of bangladesh with a novel image dataset},
  author={Tahsin, Md and Ibrahim, Muhammad and Nafisa, Anika Tabassum and Nuha, Maksura Binte Rabbani and Arnab, Mehrab Islam and Ferdaus, Md Hasanul and Islam, Mohammad Manzurul and Rashid, Mohammad Rifat Ahmmad and Jabid, Taskeed and Ali, Md Sawkat and others},
  journal={Data in Brief},
  volume={60},
  pages={111514},
  year={2025},
  publisher={Elsevier}
}

Ali, Sawkat; Ibrahim, Muhammad ; Tahsin, Md; Nafisa, Anika Tabassum; Rabbani Nuha, Maksura Binte ; Arnab, Mehrab Islam; Islam, Mohammad Manzurul; Ferdaus, Md. Hasanul ; Jabid, Taskeed ; Niloy, Nishat Tasnim (2024), “PaddyVarietyBD: Classifying Paddy Variations of Bangladesh with a Novel Image Dataset”, Mendeley Data, V1, doi: 10.17632/tx277syzhm.1