CCTV APPARATUS SYSTEM AND METHOD FOR REAL-TIME PARKING LOT VIDEO OBJECT RECOGNITION FROM CCTV PARKING LOT VIDEO DATA

摘要

Real-time parking car image object recognition system using CCTV image information according to the present invention, CCTV system device for photographing the parking state of the parking lot in real time; An external source including an open data source and at least connected to a real-time parking lot image object recognition apparatus installed in a plurality of general parking lots; A parking lot management device installed in a specific parking lot; And a parking compartment image object recognition apparatus, wherein the parking compartment image object recognition apparatus comprises: an external source data input unit for inputting open data including at least image information associated with a general parking lot from an open source, and a CCTV system device of a specific parking lot. An input module including a real-time data input unit for inputting real-time video data; By using the open data input from the external source data input unit of the input module, it is possible to learn the shape of the expected parking lot and the environment of the parking lot to generate the learned neural network artificial intelligence that can determine whether the vehicle is parked for a certain parking lot. An artificial intelligence module; The parking lot image provided in real time from the CCTV system of a specific parking lot in general parking lot is applied to the learned neural network artificial intelligence to determine whether parking for the parking spaces in a specific parking lot in real time and based on the result of the determination And a control module including a parking lot state determination unit which provides parking state information indicating whether parking spaces of the parking lots are in real time at all times.