Methods, systems, and devices for face image quality recognition are provided. Computer-implemented methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for enabling face image quality recognition are disclosed. One of the methods includes: for each of a plurality of users, pairing an identity document (ID) face image with a living body face image to form a face image pair; based on the face similarity between each face image pair, generating a similarity score of the ID face image for each face image pair; and training a model for ID face image quality recognition based on the ID face image and the similarity score corresponding to the ID face image.
Method, system and device for face image quality recognition