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docs/trustmark-oveview.md

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@@ -19,8 +19,8 @@ TrustMark has three primary model variants, each with different characteristics.
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Images encoded with one variant cannot be decoded with another variant, so you need to stick with the same variant throughout your pipeline.
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- **Variant Q (Default)** Use in most cases, where you want a good balance between robustness and imperceptibility. PSNR is 48-50 dB.
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- **Variant P** - Use when image quality is the top priority. PSNR is 43-45 dB.
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- **Variant Q (Default)** Use in most cases, where you want a good balance between robustness and imperceptibility. PSNR is 43-45 dB.
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- **Variant P** - Use when image quality is the top priority. PSNR is 48-50 dB.
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- **Variant C (Compact)** - Use if you need to minimize model size and can live with slightly lower visual quality. PSNR is 38-39 dB.
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The general recommendation is to use either:
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### About PSNR
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PSNR (Peak Signal-to-Noise Ratio) is a technical metric used to measure image quality, particularly when comparing an original image to a modified version (in this case, the watermarked image). PSNR is measured in decibels (dB), and higher values indicate better image quality:
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- Values around 40+ dB typically indicate very good quality
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- Values around 30 dB indicate acceptable quality
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- Values below 20 dB usually indicate poor quality
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- Values around 45+ dB typically indicate very good quality
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- Values around 40 dB indicate acceptable quality
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- Values below 30 dB usually indicate poor quality, unacceptable for most uses.
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