Traffic Management System Project with Source Code
1. Smart Traffic Light Management System
Traditional traffic management techniques struggle to cope with dynamic road conditions, necessitating the integration of artificial intelligence (AI) and machine learning (ML) for real-time traffic control.
2. Parking Space Detection using Python
Vacant Parking Slot Detection and Counter using Python and Image Processing proposed system will help counting the number of parked vehicles and vacant spaces in parking area. A Camera should be installed in high and fixed position so camera can detect the empty parking slots.
3. Vehicle Classification and Counting project using OpenCV
Vehicle detection and counting can be used to reduce air pollution and traffic monitor by tracking the number of vehicles on the road and how much emission they produce in single day. This project model can be used as a monitor real-time traffic and it provides accurate data on the number of vehicle passing through particular road.
Smart Traffic Signal Control System using Machine Learning
Software Requirements :-
- Coding Language : Python
- Implementation: Software Framework.
- Operating system : Windows 10 / 11.
- Graphical User Interface : Tkinter
Hardware Requirement:-
- Input Devices : Keyboard, Mouse.
- System : Pentium i3 Processor.
- Hard Disk : 500 GB.
- RAM : 4 GB.
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