Dynamic route generation for license-based parking enforcement

A method for real-time vehicular parking enforcement, comprising:

• receiving, by a data processing system comprising one or more processors and memory, via a network, data captured by one or more cameras, the one or more cameras positioned to monitor an access point of a parking facility and a plurality of parking spots within the parking facility;
• detecting, by the data processing system, based on the data captured by the one or more cameras, entry of a vehicle into the parking facility via the access point and a time stamp at which the vehicle enters the parking facility;
• determining, by the data processing system, responsive to detection of the entry of the vehicle, an identification number for the vehicle via application of an image processing technique on the data captured by the one or more cameras;
• tracking, by the data processing system, via the one or more cameras, the vehicle from the access point to a first parking spot of the plurality of parking spots;
• generating, by the data processing system, responsive to the vehicle occupying the first parking spot, a parking event for the vehicle comprising an image of the vehicle, the identification number of the vehicle, and a time stamp corresponding to occupation of the first parking spot;
• establishing, by the data processing system, based on at least one of the time stamp at which the vehicle enters the parking facility and the time stamp corresponding to occupation of the first parking spot, a timer for querying a transaction processing system;
• querying, by the data processing system, via an application programming interface responsive to expiration of the timer, the transaction processing system for transaction information associated with the identification number of the vehicle;
• generating, by the data processing system, based on the transaction information received responsive to the query and the parking event, a violation event for the vehicle;
• classifying, by the data processing system, the violation event based on at least one of the time stamp at which the vehicle enters the parking facility, the parking event, or the transaction information;
• and
• overlaying, by the data processing system, on a digital map of the parking facility comprising the plurality of parking spots, an icon on the first parking spot that indicates the classification of the violation event.