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prnu-analysis

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Comprehensive image forensics and analysis suite combining traditional techniques with machine learning. Detect manipulations, analyze steganography, extract metadata, and identify camera sources. Includes CLI, REST API, and React-based web dashboard.

  • Updated Nov 10, 2025
  • Python

Every camera sensor has tiny, fixed manufacturing flaws: each pixel reacts to light a little differently. This pattern is called PRNU (Photo-Response Non-Uniformity). It is unique, stable and invisible, and it ends up in every photo the camera takes.

  • Updated Oct 28, 2026
  • Python

A.V.A.R. - Authenticity Verification And Rating | AI-Powered Photo Authentication Platform for Photography Competitions. Detects AI-generated images using PRNU analysis, ELA, FFT forensics, and multi-layer verification.

  • Updated Aug 8, 2026
  • Python

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