This leads to traffic jam and congestion. We propose a system based on PIC microcontroller that evaluates the traffic density using IR sensors and accomplishes dynamic timing slots with different ...

As urban populations expand and travel needs change, traditional traffic systems are struggling to keep pace. Congestion, safety concerns, and limited mobility options are pressing challenges that ...

Eğitim verisi traffic_light_summary.csv dosyasından alınmıştır. Modelin performansı doğruluk (accuracy) metriği ile değerlendirilmiş ve sonuçlar başarılı bulunmuştur.

This static behavior of the traffic light system increases unnecessary waiting time on the road, eventually creating traffic jams, environmental pollution, and other health emergencies. The smart ...