YOLO NAS-Powered Intelligent Vehicle Tracking and Monitoring System for Enhanced Parking Management in Urban Environments

To address the escalating challenge of parking management in bustling urban centers, a groundbreaking solution emerges: an AI-powered automated tracking system. Leveraging cutting-edge technology like YOLO NAS for precise object identification and DeepSORT for real-time tracking, this system efficiently monitors individual vehicles in large parking lots. Developed using Python and PyTorch, it facilitates swift car retrieval, eliminating the time-consuming and stressful search in expansive parking areas. This innovation aims to tackle the issue of misplaced vehicles, offering businesses a smart and effective parking management solution. By seamlessly integrating modern AI technologies, this system not only streamlines parking for enterprises but also promises a future where parking inconveniences become increasingly rare, marking a significant advancement in smart parking technology.