Real-Time Traffic Density Estimation with ROIAware DNN and Advanced YOLOv4-SSD Framework
This research proposes real-time traffic density estimation based on Deep Neural Networks (DNNs) considering Region of Interest (ROI) estimation and object detection precision. A CNN-based ROI processing strategy is used to focus vehicle detection on relevant road regions and reduce unnecessary background processing. T...