People Gathering and Vehicle Congestion Detection Based on YOLOV8 Framework
Vehicle congestion and people gathering occur at the entrances and exits of smart parks,office buildings,and other important parts.At present,digital video surveillance equipment cannot achieve intelligent identification and alarm,which only rely on the personnel on duty and patrol personnel for manual monitoring and judgment,and cannot effectively and quickly deal with emergency accidents.In this paper,the YOLOv8 target recognition framework technology is selected,and the engineering practice method combining the pre-trained model and the actual business is used to identify the number of vehicles and personnel within the monitoring range.The platform can set alarm thresholds to achieve monitoring alarms,system linkage and alarm push,deal with emergency accidents,and ensure the normal order of parks and office buildings.
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