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Traffic Management Solutions

City-Scale Multi-Camera Vehicle Tracking Excellence

City-scale multi-camera vehicle tracking is a complex task involving the tracking of vehicles across multiple cameras distributed throughout a city. This is a challenging problem due to factors like varying camera viewpoints, occlusions, lighting conditions, and the need to maintain…

Traffic Flow Forecasting by attention mechanism with ST-GCNs

The use of deep learning techniques, namely Spatial-Temporal Graph Convolutional Networks (ST-GCNs) enhanced with attention mechanisms, for traffic flow forecasting. In transportation and urban planning, traffic flow forecasting is a crucial task. It attempts to forecast future traffic conditions based…