
A lightweight aerial surveillance system that classifies armed and civilian vehicles in real time using onboard edge AI processing.
This system is designed for autonomous aerial monitoring and tactical vehicle classification in border and surveillance environments. Mounted on a drone with an onboard CSI camera and Hailo8L accelerator, the platform processes live aerial feeds in real time to identify and distinguish armed vehicles from civilian vehicles with low-latency inference.
The solution combines lightweight edge AI deployment with optimized detection pipelines for field-ready performance. Video feeds are processed directly on the onboard hardware, enabling fast decision-making and live monitoring through connected goggles without dependency on cloud infrastructure.