Drop one photo. The same model that decides whether your passport matches your face at the airport will return a top match, four runners-up, and a breakdown grid scoring your face shape, brow line, and smile. Your photo is deleted the moment the verdict lands on screen. No account. No tracking. The full celebrity look alike loop takes two seconds, and the only thing it leaves behind is the verdict you came for.
Drop a JPG, PNG, or HEIC into the panel. EXIF metadata, the camera serial and GPS your phone tucked in, is stripped the moment the file lands. Confirm you are eighteen and the face is yours. No account.
Your face is passed through ArcFace Buffalo_L and converted into a 512-dimensional vector. That vector is compared against the fifty celebrity vectors in pgvector by cosine similarity. Compute runs in under a second.
A card lands on screen. Top match in large type, four runners-up beneath, a breakdown grid for face shape, brow, and smile. Share it. Opt the photo into a public gallery. Or close the tab and the photo is gone. The default is gone.
Fifty faces. Each one chosen because it reads cleanly through the model’s geometry and holds up under the breakdown grid. A bigger library would dilute the work without making it more honest, so we kept it small and kept it sharp.












Two consents, two seconds, and a card with five faces and a breakdown. The photo is shredded the moment the verdict lands. The only way it survives is if you opt it into a public gallery yourself.
Find my match