Google Introduces SynthID - AI-Generated Images Detector
Google has developed a sophisticated tool that can be used to detect images generated by AI. This tool is called SynthID, but unfortunately, only a few Imagen users currently have access to it. Here's the explanation.
Published at Sep 27, 2023 08:09
Last updated at Sep 27, 2023 08:09 by Rochman Maarif
Key Takeaways
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Google has launched SynthID, an image detection tool designed for identifying AI-generated images.
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This tool aims to enhance awareness and responsibility in the use of AI-generated images.
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Currently, only a select few have access to it, alongside Imagen.
In an effort to address growing concerns about the misuse of AI-generated images, Google introduced an innovative tool called SynthID. SynthID is designed to identify images generated by artificial intelligence systems and embed invisible markers to distinguish them from genuine photos.
The proliferation of AI-generated images has raised concerns regarding the spread of misinformation, copyright violations, and privacy issues. Google's SynthID aims to tackle these issues.
What Is SynthID?
Developed in collaboration with Google Cloud, this sophisticated tool is designed to address increasing concerns about the authenticity and accountability of visually generated AI content.
Currently, SynthID is only available for trial to a limited number of Vertex AI customers. Lucky customers will have the opportunity to experiment with SynthID. SynthID will be integrated with Imagen, one of Google's latest text-to-image models, which has garnered attention for its ability to create photorealistic images based on textual input.
How SynthID Works
The core feature of SynthID is its ability to subtly embed digital watermarks into images generated by artificial intelligence algorithms. Unlike traditional visible watermarks that can be obtrusive, these watermarks are nearly imperceptible to the human eye.
However, SynthID's advanced algorithms can detect and decipher these invisible markers, allowing it to identify AI-generated images.
Approach Used by SynthID
SynthID employs a dual approach to ensure the responsible creation and identification of AI-generated images. Here are the details:
A. Watermarking
SynthID features advanced capabilities that allow it to add invisible watermarks to AI-generated images or those created by Imagen.
B. Identification
The second aspect of SynthID's approach lies in its ability to scan images. By scanning images to detect their digital watermarks, SynthID can make informative assessments about the origin of the image, particularly whether it was created by Imagen.
This identification process contributes to increased transparency and accountability in the realm of AI-generated visuals.
In summary, this is a brief introduction to Google's new advanced tool, SynthID. With the introduction of this tool, it is hoped that awareness and responsibility for the use of AI-generated images will be enhanced.
Article Source
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- Google Deep Mind: “Identifying AI-Generated Images with SynthID” https://www.deepmind.com/blog/identifying-ai-generated-images-with-synthid
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