YOLO-based risk prediction smart camera system

摘要

The present invention is a camera for acquiring an image for the risk monitoring area; MCU (Micro Controller Unit) for performing control for risk prediction and warning from the image provided from the camera; From the image, using a deep learning-based YOLO (You Only Look Once) algorithm to detect and recognize a monitoring target, track changes in the recognized monitoring target, and analyze the change in the monitoring target to predict risk YOLO accelerator implemented as an ASIC (Application Specific Integrated Circuit); And it relates to a YOLO-based risk prediction smart camera system to include; a warning unit that generates a warning according to the risk predicted through the YOLO accelerator. According to the present invention, by providing an accelerator-based smart camera capable of object recognition and tracking in which the artificial intelligence YOLO algorithm is implemented, high-speed object recognition, tracking, and operation determination are possible, and restrictions on use can be minimized. and has the effect of enabling the construction of an economical system.