Autonomous unmanned aerial vehicles (UAVs) and self‑driving cars are quickly moving from experimental prototypes to everyday realities. At the core of this transformation is computer vision, enabling machines to perceive, interpret and safely interact with complex environments. This article explores how vision-driven autonomy works, how it is reshaping mobility and airspace, and what key trends will define the next wave of innovation. Computer Vision as the Foundation of Autonomous Mobility Computer vision provides self-driving cars and UAVs with the ability to “see” the world through cameras and other sensors, turning raw pixels into actionable understanding. While radar, lidar and GPS…