Omrah is one of the large-scale mass gatherings and is culturally diverse that poses significant challenges in detection, tracking, and recognition.The outcomes of this project have significant implications for decision-makers who are engaged in managing crowds and seeking to apply crowd control technologies, supporting the Kingdom of Saudi Arabia to be at the forefront in crowd management and control.The SIVIC employs novel approaches to intelligently control and track crowds' movements.