Built and deployed a low-power license plate detection system using YOLOv7 and OpenCV, optimized for edge inference on BeagleY-AI boards. The system achieved real-time detection at a fraction of the cost of traditional ANPR solutions.
Outcome: Cut system cost by 50% and made it deployable in rural or low-resource environments.