System integrated with YOLOv4 and Deep SORT for real-time crowd monitoring, then perform crowd analysis. The system is able to monitor for abnormal crowd activity, social distance violation and restricted entry. The other part of the system can then process crowd movement data into optical flow, heatmap and energy graph.
python yolo movement-detection crowd-analysis human-tracking movement-data-analysis deep-sort social-distancing yolov4 abnormal-crowd-activity crowd-movement crowd-monitoring
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Updated
Dec 15, 2021 - Python