Traffic Surveillance System with GIS Integration

My Graduation Project at HIAST, where I developed a system that detects and tracks vehicles from traffic surveillance footage and then visualizes the location of the tracked vehicles on a Geographic Information System (GIS). The System also provided speed estimation for the tracked vehciles and traffic density calculations on the monitered road. Using: Python, Pytorch, OpenCV, YOLOR, DeepSORT, Streamlit, and UA-DETRAC Dataset.