Drowsiness Detection Followed by Lane Detection and Emergency Parking
Vehicle accidents are rapidly increasing in many countries. One of the most demanding technologies for the active prevention of fatal road accidents are drowsiness monitoring systems, since drowsiness and fatigue are one of the leading causes of severe accidents on motorways and highways. According
Project Title
Drowsiness Detection Followed by Lane Detection and Emergency Parking
Project Area of Specialization
Project Summary
Vehicle accidents are rapidly increasing in many countries. One of the most demanding technologies for the active prevention of fatal road accidents are drowsiness monitoring systems, since drowsiness and fatigue are one of the leading causes of severe accidents on motorways and highways. According to surveys, about 3,200 human lives are lost in road accidents across the world every day. The leading cause of these accidents is driver’s fatigue and drowsiness. According to a survey by Zonked, fatigue related accidents have been increased by almost 34.8% in Pakistan. This problem needs to be considered seriously and dealt with. The aim of this project is to decrease the amount of fatigue related incidents. To achieve that purpose, drowsiness of a driver is to be detected using the brain signals extracted by an EEG headset. Drowsiness Detection will be followed by lane detection to get the car in emergency lane. A prototype toy car will be used for the demonstration purpose that will follow and depart the lane as soon as drowsiness is detected with the help of Computer Vision.
Project Objectives
The aim of this project is:
•To develop a system that is able to detect drowsiness based on BCI.
•Lane detection to get the toy car parked in emergency lane.
Project Implementation Method
•After receiving the drowsiness signals from the EEG headset via wireless communication, the car would park along the emergency lane using lane detection.
•The system would be based on computer vision.
Benefits of the Project
Driver’s Drowsiness has continued to play a major role in the contribution of road accidents. A few systems available in the market lack robustness and their accuracy is a major area to work on.The success of this project will help in a major decrease of road accidents hence saving people’s lives. Road safety is an important benefit of this project. Lives of pedestrians and driver both are at minimum risk.
Technical Details of Final Deliverable
| EEG Headset |
|
| Toy Car |
|
Final Deliverable of the Project
Type of Industry
Technologies
Sustainable Development Goals
Required Resources
| Elapsed time in (days or weeks or month or quarter) since start of the project | Milestone | Deliverable |
|---|---|---|
| Month 1 | Literature Review (Brain Computer Interfacing) | Past Researches |
| Month 2 | Mathematical Modelling | Mathematical Model |
| Month 3 | Data Aquisition | Raw Data |
| Month 4 | Drowsiness Detection using Classifiers | Drowsiness Signal |
| Month 5 | Literature Review (Computer Vision) | Past Researches |
| Month 6 | Image Processing | Lane Detection |
| Month 7 | Parking Implementation | Lane Departure |
| Month 8 | System Integration | Complete System |
| Month 9 | Testing and Validation | Validation |
| Month 10 | Report Writing | Report |
| Month 11 | Presentation Documentation | Presentation Slides |
| Month 12 | Research Paper Writing | Research Paper |
If you need this project, please contact me on contact@adikhanofficial.com
Home Help System
Home help system is a system in which we provide services for all kind of home problems. I...
Using Twitter and Machine Learning for Disaster Monitoring
In today?s world, disasters, both natural and man-made, are becoming increasingly frequent...
Automatic Irrigation System on Sensing Soil Moisture Content
This project can be summed up in the following couple of sentences: 1. Irrigation of fiel...
To design and fabricate an antipest agrodrone
Pests are a serious threat to the crops, causing great yield losses. Growers throughout th...
Deep Read
Deep Read aims to help people with hearing loss by providing them with a deep le...