AI Powered Number plate recognition with Automatic Toll Payment
Objective
The objective is to develop an AI-driven system that recognizes vehicle number plates and automates toll payments, ensuring faster transactions, reduced traffic congestion, and improved transportation efficiency.
Abstract
This project presents an AI-powered number plate recognition system with automatic toll payment using Raspberry Pi, a web camera, servo motor, and DC motor. The web camera captures vehicle images and uses AI-based image processing to recognize number plates in real time. After successful vehicle identification and toll payment verification, the servo motor automatically opens the toll gate, allowing the vehicle to pass. The system reduces traffic congestion, minimizes waiting time, and provides a smart, efficient, and automated toll collection solution.
Keywords: Raspberry Pi, Number Plate Recognition, Automatic Toll Collection, Artificial Intelligence, Computer Vision.
NOTE: Without the concern of our team, please don't submit to the college. This Abstract varies based on student requirements.
Block Diagram
Specifications
Hardware components:
- Raspberry pi
- SD Card
- LCD
- USB Web camera
- Motor Driver
- DC Motor
- Servo Motor
- Connectors-10.
Software requirements:
- Raspbian OS
- Python IDLE
Learning Outcomes
- Raspberry pi pin diagram and architecture
- How to install Raspberrypi / setup software
- Setting up and installation procedure for Raspberrypi
- Introduction to Raspberrypi environment / development setup
- Basic programming in Raspberrypi (Python)
- Basics of Embedded programming using Raspberrypi
- Basics of IoT platforms
- Working of power supply
- About Project Development Life Cycle:
- Planning and Requirement Gathering (software, tools, hardware components, etc.)
- Schematic preparation
- Code development and debugging
- Hardware development and debugging
- Development of the project and output testing
- Practical exposure to:
- Hardware and software tools
- Solution providing for real-time problems
- Working with team/individual
- Work on creative ideas
- Skills developed:
- Project development skills
- Problem analyzing skills
- Problem solving skills
- Creativity and imaginative skills
- Programming skills
- Deployment
- Testing skills
- Debugging skills
- Project presentation skills
- Thesis writing skills
Paper Publishing
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Disclaimer - Takeoff Edu Group Projects are not associated or affiliated with IEEE in any way. The IEEE Projects mentioned here are mentioned in the context of student projects, whose ideas are derived from IEEE publications, not projects of or by IEEE.
