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San Francisco: Software major Google has inroduced a new tool for watermarking and identifying AI-generated images -- a technology that embeds a digital watermark directly into the pixels of an image, making it imperceptible to the human eye but detectable for identification.
Google DeepMind in collaboration with Google Cloud has launched a beta version of a new tool named 'SynthID'. Google DeepMind is the tech giant's AI research division.
Google is currently making SynthID available to a limited number of Vertex AI (Google’s platform for building AI apps and models) customers using Imagen, one of the company's latest text-to-image models that use input text to create photorealistic images.
"While generative AI can unlock huge creative potential, it also presents new risks, like enabling creators to spread false information - both intentionally or unintentionally," Google DeepMind said in a blogpost. "Being able to identify AI-generated content is critical to empowering people with knowledge of when they’re interacting with generated media, and for helping prevent the spread of misinformation," it added.
"While generative AI can unlock huge creative potential, it also presents new risks, like enabling creators to spread false information - both intentionally or unintentionally," Google DeepMind said in a blogpost.
"Being able to identify AI-generated content is critical to empowering people with knowledge of when they’re interacting with generated media, and for helping prevent the spread of misinformation," it added.
According to DeepMind, the SynthID generated watermark will be different from traditional watermarks, and will remain in place even after modifications, such as adding filters to images, changing their colours, and compressing them.
In order to produce the tool, DeepMind trained two AI models together on a "diverse" set of images, one for watermarking and one for identification.
However, SynthID cannot confidently identify watermarked images. The tool distinguishes between images that may or may not have a watermark and images that are highly likely to have one.
"SynthID isn’t foolproof against extreme image manipulations, but it does provide a promising technical approach for empowering people and organisations to work with AI-generated content responsibly. This tool could also evolve alongside other AI models and modalities beyond imagery such as audio, video, and text," Google said.
This tool provides three confidence levels for interpreting the results of watermark identification. If a digital watermark is detected, part of the image is likely generated by Imagen.
Google mentioned that it will integrate the tool into more Google products and make it available to third parties in the near future.
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