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DeepShield-Detectors / detectors /ForensicConcept /upstream /codebooks /README.md

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Add utilities and CLI for PGC pipeline

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A newer version of the Gradio SDK is available: 6.32.0

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CLIP codebook

cleandift_codebook.npy contains the raw cluster centers used by the stage-2 CLIP detector in configs/clip_codebook.yaml. The model L2-normalizes the centers at load time through clip_codebook_l2: true.

Shape: 200 x 1280
Dtype: float32
SHA-256: 0a7cd9555750c5f08b1db0a5a2dc0d866ef195fcd05210bffe53b2c82cdc87ab

The stage-2 detector checkpoint stores the normalized matrix as the persistent codebook_head.codebook buffer. The external raw centers are retained for stage-2 training and for tracing how the injected codebook was produced.