An object detection system being tested by computer with a video of Times Square Square in New York City. The system uses the Faster software R-CNN which is able to scan 5 frames per second. May identify a plurality of objects, as people, wallets, traffic lights, cars, trucks, bicycles, Others, with more or less accuracy.