The Media Intelligence activity at Netflix applies machine learning and deep neural networks based techniques to our media assets, using cloud tools to understand them and to accelerate their processing. Detection of shot changes, faces, and text in video are examples of such media analysis. The results of these analysis are stored in Netflix Media DataBase (NMDB) which offers a query interface to retrieve the data. Think of it as a way to query media, say “at which point in the movie someone says ‘zebra’ ?”. Come and see our demo of how we use Machine Learning and NMDB to generate images for the Netflix Application User Interface.