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Restricted pilot. The API reference is generated from the running API. Successful matches return manual_review until attack detection is validated.

Face quality

Most failed verifications are capture problems. Quality checks catch them early and tell the person what to change.

ReasonMeaning
no_faceNo face was found
multiple_facesMore than one face was found
face_too_smallThe face is too small
too_blurryThe face isn't sharp
too_dark, too_brightLighting is out of range
low_contrastFlat or hazy lighting
pose_yaw, pose_pitch, pose_rollThe head is turned too far

These limits are provisional and will be tuned on reviewed pilot captures. They measure the image, never the person.