Detect AI-generated Images & Deepfakes (Part 1)

Source
Source
Source (The fake one is generated by StyleGAN)
Source

Design & Implementation Flaws

Deepfakes Review

Source: Reddit
OpenCV (left), Right

Deepfakes flaws

Source (left: the face is swapped, right: a real person in the video)
Created with Adobe After Effects & FakeApp by from Jordan Peele and BuzzFeed
Modified from source
Source
Source (right: the original impersonator)
Generated from Deepfakes
Paul Rudd & Jimmy Fallon
Source
Steve Buscemi on Jennifer Lawrence video
Source
Source
Source
the right one is fake
the left one is fake
Source

Politician & celebrities

High-budget productions

Breaking Bad

Deepfakes in Politics

  • If you pay close attention to the teeth, you will find the rendering is wrong once a while.
  • Some area of the face is more bury compared with other parts.
  • The movement in the chin and the edge area stood out compared with its background.

Low-budget productions

Source

More

Credits & References

Photos Credits

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Deep Learning

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Jonathan Hui

Jonathan Hui

Deep Learning

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