Detection of over speeding vehicles using image processing
Our project is making use of computer vision technique, using video and image processing to detect vehicles on roadside and detect over speeding vehicles. The data of overspeeding vehicle including its number plate snip is forwarded to database for future use. The project aims to extend the veh
Project Title
Detection of over speeding vehicles using image processing
Project Area of Specialization
Project Summary
Our project is making use of computer vision technique, using video and image processing to detect vehicles on roadside and detect over speeding vehicles. The data of overspeeding vehicle including its number plate snip is forwarded to database for future use. The project aims to extend the vehicle count and its history for intelligent traffic system in future. But due to time constraints we are implementing overspeeding detection for now. This data can be used by gov. authorities also for upcomming infrastructure projects.
Project Objectives
To create an AI based system which is capable of detecting overspeeding vehicles and to store information using image processing.
Project Implementation Method
We have used a raspberry pi 4 mobel b 4GB, for doing image and video processing and to interface camera, NRF24L01 transciever for transmitting and recieving images/data of overspeeding vehicles.
The camera will be at suitable position on road side, it will be connected with raspberry pi to apply video processing, the data collected by using the python code is transmitted over NRF24L01 transciever to be stored in database which is done by same type of NRF24L01 reciever.
Benefits of the Project
- Speed Detection.
- Will benefit in giving challans to overspeeding vehicles.
- This data can be used by government authorities for making projects and planning.
- We can see this project to become intelligent traffic system in future which will avoid traffic congestion, accidents, law enforcement and hustle.
Technical Details of Final Deliverable
We will use a raspberry pi 4 model B 4GB, to do video processing and collect the speed data and then transmit it by using NRF24L01 transciever to reciever at which this data can be used for storing and future usage. For video processing task we have used python language for applying video processing algorithms.
Final Deliverable of the Project
Core Industry
Other Industries
Core Technology
Other Technologies
Sustainable Development Goals
Required Resources
| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| Raspberry pi 4 model B 4GB with heat sink | Equipment | 1 | 22000 | 22000 |
| Lcd for raspberry pi integration | Equipment | 1 | 6000 | 6000 |
| NRF24L01 transciever with sma connector | Equipment | 2 | 3000 | 6000 |
| Arduino Uno R3 | Equipment | 2 | 3500 | 7000 |
| Converters (vga to hdmi),(usb male to female) | Equipment | 2 | 2000 | 4000 |
| Camera | Equipment | 1 | 15000 | 15000 |
| Printing, transport and stationary used | Miscellaneous | 1 | 5000 | 5000 |
| Total in (Rs) | 65000 |
If you need this project, please contact me on contact@adikhanofficial.com
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