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Duplicate Image Analysis: Insights from Over 3.8 Million Images

Discover the prevalence and uniqueness of duplicate images among a sample of 40 million images. Explore detailed statistics, including images with distances less than 0.1. Analysis includes samples and motifs of animals, humans, maps, science, flags, and symbols.

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Duplicate Image Analysis: Insights from Over 3.8 Million Images

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Presentation Transcript

  1. There are 3,836,902 images which have at least one duplicate in the first 40 million images Among these 3,836,902 images, 1,719,443 are unique images 542,603 images have distance less than 0.1

  2. Sample of Duplicates

  3. Sample of Duplicates

  4. Sample of Duplicates

  5. Text in Motif

  6. Human in Motif

  7. Animal in Motif

  8. Maps in Motif

  9. Scientific in Motif

  10. Flags and symbols in Motif

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