Designed to provide real-time estimation capability for registering numbers of people came into an area using CCTV, webcam or CCD camera. The crowd estimator system incorporates advanced filtering making it insensitive to background noise variations and neural network was applied to performed an accurate counting on the crowd. This system also features easy installation, adjustable detection area and radiation free.