High-speed streaming cameras are breaking new ground for machine vision (MV) by transforming it from a process control tool into a diagnostic tool. Traditionally, MV systems integrate commercial off-the-shelf imaging sensors, lighting modules and processors to guide, inspect or identify parts as they move along production lines. Compared to human operators, MV systems are fast, accurate and repeatable and can go a long way toward increasing productivity in fast-paced manufacturing environments.