Vehicle Speed Detection using Machine Learning Approach
Objective
The main objective of this project is to identify the speed of vehicle through predefined machine learning files. If there is an overspeed, an SMS alert will be sent to authorities.
Abstract
The main reason of many road accidents that are occurring in modern days are due to over speeding and negligence driving. In order to identify the vehicle which are driving with a speed more than the limit, this project will identify it and send as SMS to authorities that a vehicle is found with over speed. Due to this authorities will take action accordingly. We are using Haar machine learning files for identifying any type of vehicles. This project will eliminate of police to manually check the over speed identification.
Keywords: Over speed alert, Raspberry Pi, Vehicle Speed detection.
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 Requirements:
- Raspberry Pi
- Memory Card
- 5V 2A Adapter
- Webcam
- GSM
- 12V 1A Adapter
- Connecting Wires
Software Requirements:
- NOOBS OS
- Advanced IP Scanner
- VNC Viewer
- Python3 IDLE
Learning Outcomes
- Raspberry Pi Pin diagram and Architecture
- How to install and setting up of NOOBS OS
- Basics of Python
- Webcam interface with raspberry pi
- OpenCV library installation in raspberry pi
- Vehicle detection using Haar files.
- Vehicle speed measurement
- GSM interface with raspberry pi
- How to send SMS using raspberry and GSM
- About Project Development Life Cycle:
- Planning and Requirement Gathering( software’s, 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.
- Project development Skills
- Problem analyzing skills
- Problem solving skills
- Creativity and imaginary skills
- Programming skills
- Deployment
- Testing skills
- Debugging skills
- Project presentation skills
- Thesis writing skills
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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, and not projects of or by IEEE.
