Microsoft empowers the media and entertainment industry to achieve more. Video is the biggest big data that contains an enormous amount of information. Computer vision and deep learning are used to develop both cloud-based and edge-based intelligence engines that can turn raw video data into insights to facilitate various applications and services. Target application scenarios include video augmented reality, smart home surveillance, business (retail store, office) intelligence, public security, video storytelling and sharing, etc. Microsoft has taken a human centric approach where a significant effort has been focused on understanding human attributes and human behaviors.