Computer Vision (CV) technology is at an inflection point, with major trends converging to enable cloud technology to become ubiquitous in tiny edge AI devices. Technology advancements that address specific challenges such as size, power, and memory are allowing this technology to extend to the edge, and new developments will make AI vision at the edge pervasive. CV technology is enabling the next level of Human-Machine Interfaces (HMIs) and context-aware devices that sense their users and the environment in which they operate. Examples of this technology include laptops, smart TVs, air-conditioning systems, and other industrial uses such as object detection for safety regulation.