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codebook analysis
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@@ -12,7 +12,7 @@
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<img src="https://img.shields.io/badge/Python-3.10+-blue?style=flat-square&logo=python" alt="Python">
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<img src="https://img.shields.io/badge/License-Research-green?style=flat-square" alt="License">
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<img src="https://img.shields.io/badge/Status-Complete-success?style=flat-square" alt="Status">
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<img src="https://img.shields.io/badge/Accuracy-100%25-brightgreen?style=flat-square" alt="Accuracy">
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<img src="https://img.shields.io/badge/Accuracy-84%25-brightgreen?style=flat-square" alt="Accuracy">
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</p>
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---
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@@ -205,8 +205,7 @@ def detect_synthid(image, codebook):
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## 📚 References
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- [SynthID: Identifying AI-generated images](https://deepmind.google/technologies/synthid/)
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- [Nature Paper: Scalable watermarking for AI-generated images](https://doi.org/10.1038/s41586-024-07754-z)
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- [Spread Spectrum Watermarking](https://en.wikipedia.org/wiki/Digital_watermarking)
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- [Arxiv Paper - SynthID-Image: Image watermarking at internet scale]([https://doi.org/10.1038/s41586-024-07754-z](https://arxiv.org/abs/2510.09263))
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## ⚠️ Disclaimer
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