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What do you have to do to remove the watermark? Is Google's SynthID watermark on top of the image as well or is it embedded in EXIF data?




Google's SynthID is embedded into the content itself. Google open sourced their SynthID for text.

Repo: https://github.com/google-deepmind/synthid-text

Paper: https://www.nature.com/articles/s41586-024-08025-4

With images and video, it's less clear exactly what they're doing, but it's watermarking on the pixel leve. From one of their blog posts:

  Videos are composed of individual frames or still images. So we developed a watermarking technique inspired by our SynthID for image tool. This technique embeds a watermark directly into the pixels of every video frame, making it imperceptible to the human eye, but detectable for identification.
https://deepmind.google/discover/blog/watermarking-ai-genera...

Elevenlab's audio watermarking is trivial to shake off with compression, but google claims that synthid is resilient to such manipulation.


Has anyone identified the SynthID in an image or is there a tool that will determine images are AI generated by checking if it's there?

synthid used to be a waitlist-only tool but you can now check to see if images are made by imagen in google’s cloud console. You have to have a Vertex billing account to use it.

https://console.cloud.google.com/vertex-ai/studio/media/gene...




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