Over the past year, we at CrossRoad Optics have developed a software suite which runs advanced traffic studies from video footage of an intersection. The software collects the standard traffic data, such as counts and speeds of road users, from cars to bikes and pedestrians. In addition to these basic metrics, we have implemented safety-focused metrics to quantify the number of near-misses in an intersection.