Datasets:

Project-AgML
/

SIMPDV1_plant_classification

configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
license: cc-by-nc-3.0
task_categories:
  - image-classification
size_categories:
  - 1K<n<10K
dataset_info:
  features:
    - name: image
      dtype: image
    - name: label
      dtype:
        class_label:
          names:
            '0': Abutilon Indicum
            '1': Aloe barbadensis miller
            '2': Calotropis gigantea
            '3': Canna indica
            '4': Cissus quadrangularis
            '5': Curcuma longa
            '6': Eclipta prostrate
            '7': Eichhornia Crassipes
            '8': Hibiscus Rosasinensis
            '9': Ixora coccinea
            '10': Justica adhatoda
            '11': Murraya koenigii
            '12': Ocimum tenuiflorum
            '13': Ouretlanata
            '14': Phyllanthus amarus
            '15': Ricinus communis
            '16': Senna Atriculata
            '17': Sesbania grandiflora
            '18': Trifolium Repens
            '19': Ziziphus mauritiana
  splits:
    - name: train
      num_bytes: 4558453217
      num_examples: 2513
  download_size: 5320572852
  dataset_size: 4558453217

SIMPDV1 Plant Classification

A dataset for classification of medicinal plants in South India. The dataset contains 2,513 images across 20 classes: Abutilon Indicum, Aloe barbadensis miller, Calotropis gigantea, Canna indica, Cissus quadrangularis, Curcuma longa, Eclipta prostrate, Eichhornia Crassipes, Hibiscus Rosasinensis, Ixora coccinea, Justica adhatoda, Murraya koenigii, Ocimum tenuiflorum, Ouretlanata, Phyllanthus amarus, Ricinus communis, Senna Atriculata, Sesbania grandiflora, Trifolium Repens, Ziziphus mauritiana.
Images per class:

Abutilon Indicum: 165
Aloe barbadensis miller: 145
Calotropis gigantea: 106
Canna indica: 149
Cissus quadrangularis: 134
Curcuma longa: 110
Eclipta prostrate: 208
Eichhornia Crassipes: 202
Hibiscus Rosasinensis: 113
Ixora coccinea: 114
Justica adhatoda: 100
Murraya koenigii: 118
Ocimum tenuiflorum: 102
Ouretlanata: 119
Phyllanthus amarus: 111
Ricinus communis: 109
Senna Atriculata: 125
Sesbania grandiflora: 91
Trifolium Repens: 100
Ziziphus mauritiana: 92

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

Citation

@article{arunachalam2025medicinal,
  title={Medicinal plants of South India: A comprehensive dataset for species identification},
  author={Arunachalam, Muthukumar and Gopu, T and Uma, K and Nathan, Sabari},
  journal={Data in Brief},
  volume={61},
  pages={111660},
  year={2025},
  publisher={Elsevier}
}```

T, gopu; k, uma (2025), “SIMPD V1: South Indian Medicinal Plants dataset (Version 1)”, Mendeley Data, V2, doi: 10.17632/9d89vjcghv.2