Datasets:

Project-AgML
/

rice_field_weed_classification

dataset_info:
  features:
    - name: image
      dtype: image
    - name: label
      dtype:
        class_label:
          names:
            '0': Alternanthera philoxeroide
            '1': Centella asiatica
            '2': Commelina benghalensis
            '3': Cyperus ochraceus
            '4': Fimbristylis littoralis
            '5': Ipomoea aquatic
            '6': Marsilea minuta
            '7': Panicum repens
            '8': Paspalum scrobiculatum
            '9': Pteris vittata
            '10': Synedrella nodiflora
  splits:
    - name: train
      num_bytes: 246997687
      num_examples: 3632
  download_size: 227724704
  dataset_size: 246997687
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
license: cc-by-4.0
task_categories:
  - image-classification
size_categories:
  - 1K<n<10K

Rice Field Weed Classification

A dataset for weed classification in rice fields. The dataset contains 3,632 images across 11 classes: Images per class:

Alternanthera philoxeroide: 106
Centella asiatica: 404
Commelina benghalensis: 316
Cyperus ochraceus: 190
Fimbristylis littoralis: 168
Ipomoea aquatic: 897
Marsilea minuta: 346
Panicum repens: 294
Paspalum scrobiculatum: 345
Pteris vittata: 221
Synedrella nodiflora: 345

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

Citation

@article{ali2024comprehensive,
  title={A comprehensive dataset of rice field weed detection from Bangladesh},
  author={Ali, Md Sawkat and Rashid, Mohammad Rifat Ahmmad and Hossain, Tasnim and Kabir, Md Ahsan and Kamrul, Md and Aumy, Sayam Hossain Bhuiyan and Mridha, Mehedi Hasan and Sajeeb, Imam Hossain and Islam, Mohammad Manzurul and Jabid, Taskeed},
  journal={Data in Brief},
  volume={57},
  pages={110981},
  year={2024},
  publisher={Elsevier}
}

Ali, Sawkat; Ahmmad Rashid, Mohammad Rifat ; Hossain Orpa, Tasnim; Kabir, Md Ahsan; Kamrul, Md; Bhuiyan Aumy , Sayam Hossain ; Mridha, Mehedi Hasan ; Sajeeb, Imam Hossain ; Manzurul Islam, Mohammad ; Jabid, Taskeed (2024), “A comprehensive dataset of rice field weed detection from Bangladesh”, Mendeley Data, V4, doi: 10.17632/mt72bmxz73.4