Autonomous build

Set a target and walk away. The server keeps generating in the background — strong matches auto-join the dataset, weak ones are discarded, uncertain ones wait in Review. You can close this page.

One-off batch

Generate a fixed number now; all land in Review for you to sort manually.

Swipe right to keep, left to drop — or use the buttons / arrow keys. The score is the model's confidence this face matches the identity.

Nothing to review.

Your accepted dataset. These images plus references form the identity model that real faces are scored against.

Dataset is empty — start an autonomous build or accept some generated faces.

Check any face against the identity and get a closeness score. Filtered/AR photos are flagged.