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Detection of AI generated images
A walkthrough of reproducing a novel AI‑generated image detection method using steganography techniques, covering implementation, experimental results, and practical challenges.
A project to attempt detection of AI generated images by reproducing a novel approach to do so. (Link for the paper: https://arxiv.org/abs/2311.12397).
I have open sourced the implementation of this paper since there is no official code available on how to reproduce the paper or their model.
The method is a novel approach because it utilizes an older approach developed to detect steganography in images to develop a generalized method and solving multiple issues that exist in this domain.
This project detects AI-generated images using pixel fluctuation features and trained machine learning models.
AI image detection via rich/poor texture contrast and high-pass filters.
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