A face clustering method and apparatus, a device and a storage medium. The method comprises: training a face data set to obtain a trained residual network (S101); processing the residual network to obtain a face feature extractor, and inputting face pictures to be classified into the face feature extractor to obtain the face feature vector corresponding to each face picture (S102); calculating vector distances between each face feature vector and other face feature vectors, and determining a neighbor face set of each face picture according to the vector distances (S103); and determining the neighbor face set of each face picture as a cluster, and merging the clusters meeting a preset condition (S104). The method improves the efficiency and accuracy of face clustering.
FACE CLUSTERING METHOD AND APPARATUS, DEVICE AND STORAGE MEDIUM