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How we built 2M synthetic images

2 million fake faces? How are they built and how to protect our families from them. That's my story from model castings to press attacks.

Ivan111
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How we built 2M synthetic images

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  1. How we create synthetic photos Pain, blame, and effort

  2. Quality + Diversity

  3. Beginnings:Backstage

  4. Quality Diversity

  5. 4.5 hours later

  6. Flickr dataset

  7. Flickr dataset Age Distribution

  8. Flickr dataset Ethnicity Distribution

  9. Age distribution

  10. Ethnicity

  11. Emotion

  12. don’t have makeup 99% of males 21% of females 70% confidence

  13. 3D head pose

  14. Tricks

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