Epstein Network
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Epstein Photo Atlas
This is a visualization of images in the Epstein Library. Each circle represents an image and similar images are placed near each other, so clusters usually share a setting, subject, or semantic meaning. Only images containing at least one person we've identified in the network are included.
Circles are colored by the most common category of in-network people appearing in the photo.
  • Hover over a dot (or drag your finger across the map) to preview a photo
  • Click or tap to pin; double-click or tap the thumbnail to open the image in a new tab
  • Scroll or pinch to zoom; drag with one finger on desktop, two fingers on touch devices to pan
Image embeddings were computed using the DINOv2 image model, projected to 2D with the UMAP algorithm, and rendered with D3.js. The scripts are available on GitHub.
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Category Photos
Epstein Photo Atlas

Disclaimer

This website uses facial recognition to identify by name people who appear in images released by the Department of Justice and House Oversight Committee as part of the Epstein Files Transparency Act. Inclusion in this website does not in any way imply that any person identified had or has knowledge of, or participated in, any of Jeffrey Epstein’s misconduct or crimes, and Decoherence Media makes no claims regarding the nature of connection with Epstein or between any of the individuals.