Reverse Image Search

Search the public DOJ Epstein corpus by image content (CLIP) or face (InsightFace).

Scope & terms of use

This tool searches the publicly-released DOJ EFTA production (DS1–DS12), House Oversight, USVI, FBI Vault, and DOJ-OGR. Faces of victims have been redacted by the DOJ; you cannot un-redact them with this tool. Public figures appearing in these productions are intended search targets. Misuse for stalking, harassment, or doxxing of private individuals violates the terms of use.

Image / Scene Search

Face Search

Text Search beta

Drop an image here, click to upload, or paste (Ctrl/⌘+V)

JPEG, PNG, or WebP up to 25 MB.

For best results: full image, with the subject clearly visible.

Minimum similarity ⓘ Cosine similarity measures the angle between two vectors in a high-dimensional space. CLIP encodes each image as a 768-dim vector; cosine similarity between query and result vectors ranges from −1 (opposite) to 1 (identical), with 0 = unrelated.

Roughly: ≥ 0.95 ≈ same image. ≥ 0.85 ≈ same scene. ≥ 0.75 ≈ similar visual elements. < 0.75 ≈ noisy / coincidental overlap.

Wikipedia: cosine similarity

0.75

What we do with your image: the image is sent to our server to compute a CLIP/face embedding. The image is held in server memory only for the duration of the request and is not written to disk. Embeddings are not retained. We log: timestamp, IP, embedding query type, and result count, for abuse prevention.

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Reverse Image Search