Datasets:

Project-AgML
/

COLD_chili_leaf_disease_classification

configs:
  - config_name: augmented
    data_files:
      - split: train
        path: augmented/train-*
  - config_name: raw
    default: true
    data_files:
      - split: train
        path: raw/train-*
license: cc-by-4.0
task_categories:
  - image-classification
size_categories:
  - 10K<n<100K
dataset_info:
  - config_name: augmented
    features:
      - name: image
        dtype: image
      - name: label
        dtype:
          class_label:
            names:
              '0': cercospora
              '1': healthy
              '2': mites_and_trips
              '3': nutritional
              '4': powdery mildew
    splits:
      - name: train
        num_bytes: 93222600
        num_examples: 10974
    download_size: 99222858
    dataset_size: 93222600
  - config_name: raw
    features:
      - name: image
        dtype: image
      - name: label
        dtype:
          class_label:
            names:
              '0': cercospora
              '1': healthy
              '2': mites_and_trips
              '3': nutritional
              '4': powdery mildew
    splits:
      - name: train
        num_bytes: 13478174
        num_examples: 532
    download_size: 13484878
    dataset_size: 13478174

COLD Chili Leaf Disease Classification

A dataset for disease classification of chili leaves. The dataset contains raw and augmented versions.
The raw dataset contains 532 images.
Images per class:

cercospora: 152
healthy: 69
mites_and_trips: 107
nutritional: 102
powdery mildew: 102

The augmented dataset contains 10,974 images.
Images per class:

cercospora: 2,217
healthy: 2,195
mites_and_trips: 2,504
nutritional: 2,029
powdery mildew: 2,029

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

Citation

@article{aishwarya2024dataset,
  title={Dataset of chilli and onion plant leaf images for classification and detection},
  author={Aishwarya, MP and Reddy, A Padmanabha},
  journal={Data in Brief},
  volume={54},
  pages={110524},
  year={2024},
  publisher={Elsevier}
}

M P, Aishwarya; Reddy, Padmanabha (2024), “chilli dataset”, Mendeley Data, V2, doi: 10.17632/tf9dtfz9m6.2