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Knives and Time, a broken dataset

This dataset is created with custom collection and semi-automated annotation for damaged images in public domain or Common Creatives 0 (CC0).

Collection method

Data was manually collected for painting, images and photography with either:

  1. Abrasion.
  2. Water damage.
  3. Over composure.
  4. Scratches.
  5. Torn.
  6. Burned.
  7. Cut.
  8. Pierced

Annotation method

Data was annotated with BLIP for an initial sweep with basic annotation. Followed by manual extension of the dataset.

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