DYNAMIC IMAGE-BASED PARKING MANAGEMENT SYSTEMS AND METHODS OF OPERATION THEREOF

Abstract: the technologies regarding dynamic image-based parking systems and methods of operation thereof are disclosed. an example method for operating a camera-based parking management system includes: activating an ai-enabled camera covering a parking area responsive to detecting a parking object; capturing a snapshot of the parking area using the ai-enabled camera; transmitting the snapshot to an edge processor to identify parking object(s) shown in the snapshot; determining that the parking object shown in the snapshot is not capable of being identified with a predefined degree of certainty based on a machine learning model; responsive to the determining: identifying first one or more characteristics about the parking object that potentially reduce identification accuracy; and identifying second one or more characteristics about the snapshot (e.g., imaging angle, orientation, resolution, network speed) that potentially reduce identification accuracy; and automatically adjusting one or more settings of the ai-enabled camera to capture a second snapshot.

Inventor(s): Gianni Rosas-Maxemin, George Azzi, Callam Poynter, Robert Mazzola

CPC Classification: G06T7/80 (Analysis of captured images to determine intrinsic or extrinsic camera parameters, i.e. camera calibration)

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