The advent of new, powerful Augmented Reality (AR) devices makes it possible to truly envision fully functional applications in the coming years. In this tutorial, I will present how to develop applications for the Microsoft Hololens AR see-through device, and in particular how to bind them with Computer Vision applications. This is especially useful when the visual environment of the user contains elements which require external information for their analysis (foreign language, unidentified people, unknown user interface).