Munavar Fairooz Cheranchery

Real-time traffic congestion mapping and bottleneck analysis using an edge-deployable lightweight deep learning framework for UAV-assisted monitoring

UAVCoNet is presented, a lightweight deep learning architecture optimized for real-time traffic occupancy estimation, congestion heatmap generation, and bottleneck analysis and can be integrated with intelligent transportation system for rapid assessment of traffic state and subsequently for real time traffic managemen...