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SOTA detector to tell if an image is AI generated. Uses a large image encoder + SVM, and is optimized for performance on real world AI image models + out of distribution generalization. Models, weights, and benchmarks attached.

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proteus-photos/deepfake-detector

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This is the deep learning based detector tool that determines if an image is AI generated or not. This work outperforms previous open source work including LAANet, Corvi 2023, and Cozzolino 2023. It is used as a backup in the Proteus provenance system.

This is the project data structure that the models expect.

$PROJECT_ROOT/data
    - real/
        - raise
    - ai-gen/
        - dalle2
        - dalle3
        - midjourney-v5
        - firefly

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SOTA detector to tell if an image is AI generated. Uses a large image encoder + SVM, and is optimized for performance on real world AI image models + out of distribution generalization. Models, weights, and benchmarks attached.

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