Datasets:

Project-AgML
/

citrus_fruit_variety_classification

dataset_info:
  - config_name: augmented
    features:
      - name: image
        dtype: image
      - name: label
        dtype:
          class_label:
            names:
              '0': murcott
              '1': ponkan
              '2': tangerine
              '3': tankan
      - name: split
        dtype: string
    splits:
      - name: train
        num_bytes: 7252176971
        num_examples: 7584
    download_size: 6759680132
    dataset_size: 7252176971
  - config_name: raw
    features:
      - name: image
        dtype: image
      - name: label
        dtype:
          class_label:
            names:
              '0': murcott
              '1': ponkan
              '2': tangerine
              '3': tankan
      - name: split
        dtype: string
    splits:
      - name: train
        num_bytes: 3496855700
        num_examples: 1379
    download_size: 3421334751
    dataset_size: 3496855700
configs:
  - config_name: augmented
    data_files:
      - split: train
        path: augmented/train-*
  - config_name: raw
    data_files:
      - split: train
        path: raw/train-*
    default: true
license: cc-by-4.0
task_categories:
  - image-classification
size_categories:
  - 1K<n<10K

Citrus Fruit Variety Classification

A dataset for variety classification of citrus fruits. The dataset contains raw and augmented versions.
The raw dataset contains 1,379 images.
Images per class:

murcott: 280
ponkan: 328
tangerine: 400
tankan: 371

The augmented dataset contains 7,584 images.
Images per class:

murcott: 1,540
ponkan: 1,803
tangerine: 2,200
tankan: 2,041

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

The original train/test/val split has been preserved in the split column.

Citation

@article{huang2023citrus,
  title={Citrus dataset for image classification},
  author={Huang, Mei-Ling and Chen, You-An},
  journal={Data in Brief},
  volume={51},
  pages={109628},
  year={2023},
  publisher={Elsevier}
}

Huang, Mei-Ling; Chen, You-An (2023), “A Dataset of Citrus Fruit Images”, Mendeley Data, V6, doi: 10.17632/bxfgvsn9kw.6

This dataset was reformatted from its original format to match HuggingFace standards.