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BLIP3-KALE: An Open-Source Dataset of 218 Million Image-Text Pairs Transforming Image Captioning with Knowledge-Augmented Dense Descriptions

  • BLIP3-KALE is an open-source dataset of 218 million image-text pairs.
  • It addresses the limitations of previous image caption datasets by combining synthetic captions and real-world information.
  • KALE features knowledge-augmented dense captions that provide rich descriptive detail and factual grounding.
  • It sets a new benchmark for density and factual grounding in image descriptions.

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