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LJF Forensics — Reuse Clusters

the same picture, used more than once across lilyjayfoundation.com · ← page search · ▦ gallery · 👥 community · ℹ about
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Every image in the archive was fingerprinted with a perceptual hash. These are the sets that came back near-identical — the same picture appearing more than once, often under a different filename.

What this is: a mechanical, offline pixel-match — no AI, no external service. What it isn't: proof of wrongdoing. Organisations legitimately reuse their own photos, and “near-identical” is a similarity threshold, not a guaranteed exact match. Treat each set as context to weigh, not a verdict. How this works & its limits →
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