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adaptive-traffic-control

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Er-Ishan-Srivastav / Adaptive-Traffic-Control-System

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An AI-driven Adaptive Traffic Signal Control System (ATSCS) that replaces static timers with dynamic green-light phases. Utilizes YOLOv8 for real-time vehicle density estimation and multi-class classification, achieving 96.4% mAP. Optimized for low-latency inference (>30 FPS) on edge devices to reduce urban congestion and commuter wait times.

computer-vision pytorch tracing data-engineering aes-256 flower traci smart-city big-data-analytics traffic-optimization nvidia-jetson stgcn fedprox yolov8 bot-sort yolov11n sumo-simulation adaptive-traffic-control eclipse-sumo
  • Updated Apr 28, 2026
  • Python

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