Edge Vision AI represents a groundbreaking shift in how cameras are utilized across industries. By enabling AI-enabled cameras to process video streams directly through onboard AI processors, these systems deliver actionable outputs such as events, data analytics, and real-time triggers. This eliminates the need for human intervention in real-time monitoring, transforming traditional cameras into intelligent, purpose-specific Vision AIoT sensors.