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This paper presents a system to retrieve and browse images from the Internet containing only one particular object of interest: the human face. This system, called Google Portrait, uses Google Image search engine to retrieve images matching a text query and filters images containing faces using a face detector. Results and ranked by portraits and a tagging module is provided to change manually the label attached to faces.