Traffic congestion is a significant problem, especially in growing nations; to encounter this, several models of traffic system were developed. For a smart transportation system, a new framework is recommended to avoid congestion. A unique framework called Edge Detection & Moving Object Detection (EDAMOD) paradigm, which combinedly uses Edge Detection & Moving Object Detection tactics to organize the traffic at traffic signal junction, through splitting the ROI into 2 parts. In first region it implements ED & in region 2 it employs MOD. By employing the novel method that has been proposed,...