The aim of this project is to localize and identify a person in various environments given only the portrait of the person Here we use frames from movies to train our network to be capable of identifying casts in the movie. The cast and the movie frames are provided in the dataset, Cast Search in Movies. Our basic aim is to bridge a single portrait to a diverse set of samples.What we expect from our project, to detect and retrieve all the movie frames in which the cast has his/her appearance.