Datasets:

Project-AgML
/

MH_Weed16_weed_variety_classification

dataset_info:
  features:
    - name: image
      dtype: image
    - name: label
      dtype:
        class_label:
          names:
            '0': Asian_Pigeonwings_(Clitoria Ternatea)
            '1': Bilayat_(Mexicana_Argemone)
            '2': Choti_dudhi_(Euphorbia_hirta)
            '3': Digitaria_SP_(Digitaria Sanguinalis )
            '4': Dwarf_cassia_(Chamaecrista pumila)
            '5': Gajar_gavat_(Parthenium hysterophorus)
            '6': Graceful_Sandmart_(Euphorbia hypericifolia)
            '7': Harali_(Cynodon_dactylon)
            '8': Kena_(Commplina_benghalensio)
            '9': Lamber_Quarter_plant(Chenopodium )
            '10': Lavhala_(Cyperus_Rotundus)
            '11': Little_Mallow(Malva parviflora)
            '12': Moti_dudhi(Euphorbia_geneculata_L)
            '13': Obscure_morning _glory(Ipomoea obscura)
            '14': Punarnava _(Boerhaavia diffusa)
            '15': Sicklepod_(Senna obtusifolia)
  splits:
    - name: train
      num_bytes: 1741357787
      num_examples: 19141
  download_size: 2161957353
  dataset_size: 1741357787
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
license: cc-by-4.0
task_categories:
  - image-classification
size_categories:
  - 10K<n<100K

MH Weed16 Weed Variety Classification

A dataset for variety classification of weeds. The dataset contains 19,141 images across 16 classes:
Images per class:

Asian_Pigeonwings_(Clitoria Ternatea): 678
Bilayat_(Mexicana_Argemone): 859
Choti_dudhi_(Euphorbia_hirta): 580
Digitaria_SP_(Digitaria Sanguinalis ): 1,561
Dwarf_cassia_(Chamaecrista pumila): 1,306
Gajar_gavat_(Parthenium hysterophorus): 1,543
Graceful_Sandmart_(Euphorbia hypericifolia): 262
Harali_(Cynodon_dactylon): 709
Kena_(Commplina_benghalensio): 1,704
Lamber_Quarter_plant(Chenopodium ): 836
Lavhala_(Cyperus_Rotundus): 1,177
Little_Mallow(Malva parviflora): 2,100
Moti_dudhi(Euphorbia_geneculata_L): 3,002
Obscure_morning _glory(Ipomoea obscura): 1,637
Punarnava _(Boerhaavia diffusa): 544
Sicklepod_(Senna obtusifolia): 643

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

Citation

@article{shinde2025indian,
  title={An Indian annotated weed dataset for computer vision tasks in precision farming},
  author={Shinde, Sayali and Attar, Vahida},
  journal={Data in Brief},
  volume={61},
  pages={111691},
  year={2025},
  publisher={Elsevier}
}

Shinde, Sayali; Attar, Dr. Vahida; Technological University Pune, COEP; Technology Innovation Hub, Indian Statistical Institute Kolkata, IDEAS (2025), “MH-Weed16:An Indian Multiclass Annotated Weed Dataset for Computer Vision Tasks ”, Mendeley Data, V2, doi: 10.17632/d3n3mgjjbv.2