Face annotation is the web based application which is used for annotating the facial image. Annotation means the notating someone. Face annotation is used in many applications such as face book and auto annotation. We use k-means clustering algorithm foe mining large amount of data. We performing the indexing and clustering of images. We extract the facial features of the face for detecting the person image. It is a web application for annotating or search the person name.