Parking Scan
The Mission
ParkingScan is an innovative vision-based parking management system that provides cost-effective parking guidance through advanced computer vision and machine learning techniques.
Links & Resources
Engineered Features
Building with precision and purpose
Vision-Based Detection
Advanced computer vision algorithms for accurate parking slot detection and classification
Intelligent Classification
YOLOv5-powered system for robust parking slot occupancy detection with high accuracy
User-Friendly Interface
Intuitive Tkinter GUI for real-time parking lot visualization and management
Weather Resistant
Robust detection system that works across various weather conditions and viewpoints
🚗 Innovation in Parking Management
ParkingScan revolutionizes parking management through advanced computer vision technology. The system provides a cost-effective alternative to traditional Parking Guidance Information (PGI) systems by eliminating the need for expensive hardware sensors while maintaining high accuracy in parking slot detection and occupancy classification.
🎯 Addressing Parking Management Challenges
✨ Our Solution
ParkingScan leverages advanced computer vision and machine learning techniques to provide an efficient parking management solution. The system uses YOLOv5 for vehicle detection and implements sophisticated clustering algorithms in bird's eye view for accurate parking slot identification. The solution handles various environmental conditions and viewpoints while maintaining high detection accuracy. The user-friendly Tkinter interface makes it easy to monitor parking lots in real-time, while the automated detection system eliminates the need for manual slot labeling. Extensive testing on public datasets demonstrates the system's robustness and reliability across different scenarios.