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metadata
dataset_info:
  features:
    - name: Description
      dtype: string
    - name: Label
      dtype: string
  splits:
    - name: original
      num_bytes: 8415
      num_examples: 50
    - name: augmented
      num_bytes: 165260
      num_examples: 1000
  download_size: 13985
  dataset_size: 173675
configs:
  - config_name: default
    data_files:
      - split: original
        path: data/original-*
      - split: augmented
        path: data/augmented-*

Dataset Card for aedupuga/cards-image-dataset

Dataset Description

This Dataset consists of food descriptions of different food and beverage items labelled with Ingredient, Dish or Beverage. It was created as part of a practice in generatign and augmenting text datasets.

  • Curated by: Anuhya Edupuganti

Uses

Direct Use

  • Training and evaluating text classification models
  • Experimenting with preporcessing of text datasets.

Dataset Structure

This data set contains teo splits:

  • original: 50 samples of handwritten descriptions of differnt food items.
  • augmented: 300 examples generated by augmentation to expand data diversity and variety.

Each row includes:

  • Description (string): text description of the food.
  • label(string): string class label 'Dish', 'Ingredient' and 'Beverage'

Curation Rationale

This dataset was generated as a practice in text dataset creation and augmentation.

Data Collection and Processing

  • Original data handwritten.
  • Augmentation with backtranslation technique.

Bias, Risks, and Limitations

  • Small sample size: Only 50 original samples.
  • Synthetic augmentation: May not accurately describe food realisticly.

Recommendations

  • Use primarily to practice classification methods.

Dataset Card Contact

Anuhya Edupuganti (Carnegie Mellon Univerity)- aedupuga@andrew.cmu.edu