Explore the groundbreaking world of computer vision in this 59-minute conference talk from NDC Conferences. Delve into the innovative realm of teaching computers to understand the visual world through machine learning and mixed reality. Discover how these cutting-edge technologies are integrated into emerging software experiences. Learn about the components of computer vision, including machine learning, and examine current and future use cases. Witness real-world interactive solutions utilizing 2D and 3D cameras, as well as mixed reality devices producing holographic experiences. Gain insights into the design, development, and implementation of vision-based software systems in production environments. From the introduction of machine learning concepts to the implications of Moore's Law, this demo-heavy presentation covers a wide range of topics, including object recognition and concludes with a look at HoloLens technology.