alt-text-validation / README.md
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metadata
dataset_info:
  features:
    - name: dataset
      dtype: string
    - name: image_id
      dtype: int64
    - name: image
      dtype: image
    - name: alt_text
      dtype: string
    - name: license
      dtype: string
    - name: source
      dtype: string
    - name: inclusive_alt_text
      dtype: string
    - name: need_training
      dtype:
        class_label:
          names:
            '0': 'no'
            '1': 'yes'
    - name: verified
      dtype:
        class_label:
          names:
            '0': 'no'
            '1': 'yes'
    - name: rejection_reasons
      sequence: string
    - name: added_by
      dtype: string
    - name: verified_by
      dtype: string
    - name: modified_date
      dtype: timestamp[ns]
    - name: nsfw
      dtype:
        class_label:
          names:
            '0': 'no'
            '1': 'yes'
    - name: golden
      dtype:
        class_label:
          names:
            '0': 'no'
            '1': 'yes'
    - name: gpt_alt_text
      dtype: string
  splits:
    - name: train
      num_bytes: 1184791040.95
      num_examples: 2970
  download_size: 1163757100
  dataset_size: 1184791040.95
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*

This dataset contains images and alt text from various sources.

It is used to control the quality of https://huggingface.co/Mozilla/distilvit using the https://github.com/mozilla/checkvite application

This application let users try out the model on the images and classify them. The dataset is then updated. When an image is marked as need_training it will be use to fine-tune the model to fix some of its inaccuracies