Video surveillance is increasingly in demand in solving business problems. This includes counting visitors at the entrance to the store, analyzing the behavior of visitors on the trading floor, automating parking, organizing access systems for face recognition, and many others. And here, customers impose strict requirements on the reliability and reliability of the video analysis algorithms.