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Locating an element in an image by asking a series of questions. That is the purpose of GuessWhat?!, an interactive game created by researchers in the Sequel project team, in collaboration with a Canadian team. More than just a simple game, it is a real technical challenge: teaching a computer to dialogue naturally starting from an image. The first - promising - results have earned the team a publication at the very prestigious CVPR, the biggest international conference in the field of computer vision.