SlideShare a Scribd company logo
1 of 18
Stark Foundation
by
OBJECTIVE
• Nowadays the driver safety in the car is one of the most wanted system to avoid
accidents. Our objective of the project is to ensure the safety system. For
enhancing the safety, we are detecting the eye blinks of the driver and estimating
the driver status and control the car accordingly.
INTRODUCTION:
• Aim of this project is implementing the system as a prototype by capturing the live images of the
eyes and fed them in to the Microcontroller in which the MATLAB software is used to process the
video and convert it in to frames and process it accordingly. Some customized algorithms are
coded in MATLAB for image segmentation of eyes from the entire image and image recognition of
the eyes and face position.
• On the whole, by sensing the eye blinks we can decide if the eye blinks are more than the driver is
very sleepy, Drinking and it will automatically turn off the vehicle, if the driver is showing the left
eye ball position than the left indicator of the car is turned on and so on.
MATLAB WITH
MICROCONTRILLER
16FXXX
Image Processor Camera
E C U
Arduino Hardware Power Supply
METHODOLOGY:
• The eye blinks of the driver and estimating the driver status and control the car
accordingly. We are implementing the system as a prototype by capturing the live
images of the eyes and fed them in to the Microcontroller in which the MATLAB
software is used to process the video and convert it in to frames and process it
accordingly. Some customized algorithms are coded in MATLAB for image
segmentation of eyes from the entire image and image recognition of the eyes and
face position. On the whole, by sensing the eye blinks we can decide if the eye
blinks are more than the driver is very sleepy, Drinking and it will automatically
turn off the vehicle, if the driver is showing the left eye ball position than the left
indicator of the car is turned on and so on.
Y
-
-
Z
-
-
-
Future’s
 Anti-drowsiness Alarm
 Make Easy drive
 Drink and Drive production
 Medical accent
 Directly interface to any Hardware using Arduino
 Low cost
 High Security
 This program can use for Aircraft Also
Camera
Image Captured by Camera
Programming Environment (soft-&Hardware)
 For test and first implementations Matlad was used. It is not as fast as C code id ,
but not fast enough for real time experiences. Another Avanade of Matlab on
Windows machines is the possibility to simple access webcams with the image
acquisition . On the hardware side image processor Logitech quickcam pro model
we used .
Image Processing
 A lot of way can be developed to find pupils in the given area surrounding the eyes.
It can also be done using hue or saturation, which leads controlled conditions given
to good results , but it highly depends on the current light situation.
 Thus, another way is used to find the pupils. A picture of the pupil runs over the
current picture area and tries to find the place with the highest accordance. Different
pupils where used for testing and the best result were gained by pupils directly from
the tester, which was not really surprising. Obtaining them is not that simple that
simple thought. We name this algorithm is called Eagle Eye Safety. Which requires
too much calculating time to be used in real time environment's, but is fact enough
for getting pupils
o Microchip's 16-bit, PIC24 MCUs and dsPIC® Digital Signal Controllers provide designers
with an easy upgrade path from 8-bit
PIC® microcontrollers and a cost effective option to 32-bit MCUs. The broad product line
includes everything from eXtreme Low Power microcontrollers to high performance digital
signal controllers. With single cycle execution, deterministic interrupt response, zero
overhead looping, and fast DMA, the dsPIC family also adds a single cycle 16x16 MAC and
40-bit accumulators, ideal for math intensive applications like motor control and digital
power.
Arduino hardware
 MATLAB Support Package for Arduino hardware enables you to use
MATLAB to communicate with the Arduino® board over a USB cable. This
package is based on a server program running on the board, which listens to
commands arriving via serial port, executes the commands, and, if needed,
returns a result. This approach helps you
E C U
Driver drowsiness detection

More Related Content

What's hot

Driver detection system_final.ppt
Driver detection system_final.pptDriver detection system_final.ppt
Driver detection system_final.pptMaseeraAhmed1
 
Drowsiness Detection Presentation
Drowsiness Detection PresentationDrowsiness Detection Presentation
Drowsiness Detection PresentationSaurabh Kawli
 
Real Time Eye Blinking and Yawning Detection
Real Time Eye Blinking and Yawning DetectionReal Time Eye Blinking and Yawning Detection
Real Time Eye Blinking and Yawning Detectionijtsrd
 
Automatic Number Plate Recognition (ANPR)
Automatic Number Plate Recognition (ANPR)Automatic Number Plate Recognition (ANPR)
Automatic Number Plate Recognition (ANPR)Vidyut Singhania
 
Driver drowsiness monitoring system using visual behavior and Machine Learning.
Driver drowsiness monitoring system using visual behavior and Machine Learning.Driver drowsiness monitoring system using visual behavior and Machine Learning.
Driver drowsiness monitoring system using visual behavior and Machine Learning.AasimAhmedKhanJawaad
 
Driver Drowsiness Detection Review
Driver Drowsiness Detection ReviewDriver Drowsiness Detection Review
Driver Drowsiness Detection ReviewAsaad Waqar
 
AUTOMATIC ACCIDENT DETECTION AND ALERT SYSTEM
AUTOMATIC ACCIDENT DETECTION AND ALERT SYSTEMAUTOMATIC ACCIDENT DETECTION AND ALERT SYSTEM
AUTOMATIC ACCIDENT DETECTION AND ALERT SYSTEMAnamika Vinod
 
Autonomous vehicles
Autonomous vehiclesAutonomous vehicles
Autonomous vehiclesvishnum379
 
Drowsiness detection and updating system
Drowsiness detection and updating system Drowsiness detection and updating system
Drowsiness detection and updating system Rishabh Sharma
 
Vehicle accident detection system (VAD)
Vehicle accident detection system (VAD)Vehicle accident detection system (VAD)
Vehicle accident detection system (VAD)Study Hub
 
Automated Driver Fatigue Detection
Automated Driver Fatigue DetectionAutomated Driver Fatigue Detection
Automated Driver Fatigue DetectionArman Hossain
 
Automatic number-plate-recognition
Automatic number-plate-recognitionAutomatic number-plate-recognition
Automatic number-plate-recognitionDevang Tailor
 
Object detection presentation
Object detection presentationObject detection presentation
Object detection presentationAshwinBicholiya
 
Automatic Attendance system using Facial Recognition
Automatic Attendance system using Facial RecognitionAutomatic Attendance system using Facial Recognition
Automatic Attendance system using Facial RecognitionNikyaa7
 
THIRED YEAR MINI PROJECT PPT
THIRED YEAR MINI PROJECT PPTTHIRED YEAR MINI PROJECT PPT
THIRED YEAR MINI PROJECT PPTMATHAVAN S
 
Traffic sign detection
Traffic sign detectionTraffic sign detection
Traffic sign detectionAvijit Rai
 
Autonomous Driving
Autonomous DrivingAutonomous Driving
Autonomous DrivingUsman Hashmi
 
Speed Detection Of Moving Vehicles (Using Traffic Enforcement Camera)
Speed Detection Of Moving Vehicles (Using Traffic Enforcement Camera) Speed Detection Of Moving Vehicles (Using Traffic Enforcement Camera)
Speed Detection Of Moving Vehicles (Using Traffic Enforcement Camera) Emmanuel Oshogwe Akpeokhai
 

What's hot (20)

Driver detection system_final.ppt
Driver detection system_final.pptDriver detection system_final.ppt
Driver detection system_final.ppt
 
Drowsiness Detection Presentation
Drowsiness Detection PresentationDrowsiness Detection Presentation
Drowsiness Detection Presentation
 
Real Time Eye Blinking and Yawning Detection
Real Time Eye Blinking and Yawning DetectionReal Time Eye Blinking and Yawning Detection
Real Time Eye Blinking and Yawning Detection
 
Drowsy Driver detection system
Drowsy Driver detection systemDrowsy Driver detection system
Drowsy Driver detection system
 
Automatic Number Plate Recognition (ANPR)
Automatic Number Plate Recognition (ANPR)Automatic Number Plate Recognition (ANPR)
Automatic Number Plate Recognition (ANPR)
 
Driver drowsiness monitoring system using visual behavior and Machine Learning.
Driver drowsiness monitoring system using visual behavior and Machine Learning.Driver drowsiness monitoring system using visual behavior and Machine Learning.
Driver drowsiness monitoring system using visual behavior and Machine Learning.
 
Driver Drowsiness Detection Review
Driver Drowsiness Detection ReviewDriver Drowsiness Detection Review
Driver Drowsiness Detection Review
 
Autonomous Vehicles
Autonomous VehiclesAutonomous Vehicles
Autonomous Vehicles
 
AUTOMATIC ACCIDENT DETECTION AND ALERT SYSTEM
AUTOMATIC ACCIDENT DETECTION AND ALERT SYSTEMAUTOMATIC ACCIDENT DETECTION AND ALERT SYSTEM
AUTOMATIC ACCIDENT DETECTION AND ALERT SYSTEM
 
Autonomous vehicles
Autonomous vehiclesAutonomous vehicles
Autonomous vehicles
 
Drowsiness detection and updating system
Drowsiness detection and updating system Drowsiness detection and updating system
Drowsiness detection and updating system
 
Vehicle accident detection system (VAD)
Vehicle accident detection system (VAD)Vehicle accident detection system (VAD)
Vehicle accident detection system (VAD)
 
Automated Driver Fatigue Detection
Automated Driver Fatigue DetectionAutomated Driver Fatigue Detection
Automated Driver Fatigue Detection
 
Automatic number-plate-recognition
Automatic number-plate-recognitionAutomatic number-plate-recognition
Automatic number-plate-recognition
 
Object detection presentation
Object detection presentationObject detection presentation
Object detection presentation
 
Automatic Attendance system using Facial Recognition
Automatic Attendance system using Facial RecognitionAutomatic Attendance system using Facial Recognition
Automatic Attendance system using Facial Recognition
 
THIRED YEAR MINI PROJECT PPT
THIRED YEAR MINI PROJECT PPTTHIRED YEAR MINI PROJECT PPT
THIRED YEAR MINI PROJECT PPT
 
Traffic sign detection
Traffic sign detectionTraffic sign detection
Traffic sign detection
 
Autonomous Driving
Autonomous DrivingAutonomous Driving
Autonomous Driving
 
Speed Detection Of Moving Vehicles (Using Traffic Enforcement Camera)
Speed Detection Of Moving Vehicles (Using Traffic Enforcement Camera) Speed Detection Of Moving Vehicles (Using Traffic Enforcement Camera)
Speed Detection Of Moving Vehicles (Using Traffic Enforcement Camera)
 

Viewers also liked

Anti drowsy alarm for drivers
Anti drowsy alarm for driversAnti drowsy alarm for drivers
Anti drowsy alarm for driversDuc Nguyen Van
 
Present existed Driver alert system
Present existed Driver alert systemPresent existed Driver alert system
Present existed Driver alert systemkrishna495ECE
 
anti sleep alarm for students
anti sleep alarm for studentsanti sleep alarm for students
anti sleep alarm for studentsNiladri Dutta
 
Vechicle accident prevention using eye bilnk sensor ppt
Vechicle accident prevention using eye bilnk sensor pptVechicle accident prevention using eye bilnk sensor ppt
Vechicle accident prevention using eye bilnk sensor pptsatish 486
 
EYE BLINK SENSOR TO CONTROL ACCIDENTPpt main
EYE BLINK SENSOR TO CONTROL ACCIDENTPpt mainEYE BLINK SENSOR TO CONTROL ACCIDENTPpt main
EYE BLINK SENSOR TO CONTROL ACCIDENTPpt mainGourav Srivastava
 
Yawning analysis for driver drowsiness detection
Yawning analysis for driver drowsiness detectionYawning analysis for driver drowsiness detection
Yawning analysis for driver drowsiness detectioneSAT Journals
 
Accident prevention using bluetooth tech and eye blink sensor
Accident prevention using bluetooth tech and eye blink sensorAccident prevention using bluetooth tech and eye blink sensor
Accident prevention using bluetooth tech and eye blink sensorAntony Ignesh
 
Accident prevention using wireless communication
Accident prevention using wireless communicationAccident prevention using wireless communication
Accident prevention using wireless communicationrkrkrupesh
 
Car speed control using bluetooth
Car speed control using bluetoothCar speed control using bluetooth
Car speed control using bluetoothNagendra Reddy
 
ACCIDENT DETECTION AND VEHICLE TRACKING USING GPS,GSM AND MEMS
ACCIDENT DETECTION AND VEHICLE TRACKING USING GPS,GSM AND MEMSACCIDENT DETECTION AND VEHICLE TRACKING USING GPS,GSM AND MEMS
ACCIDENT DETECTION AND VEHICLE TRACKING USING GPS,GSM AND MEMSKrishna Moparthi
 
Driver Fatigue Monitoring System Using Eye Closure
Driver Fatigue Monitoring System Using Eye ClosureDriver Fatigue Monitoring System Using Eye Closure
Driver Fatigue Monitoring System Using Eye ClosureIJMER
 
Pelton_Presentation_Drowsy_Driving_PCoughlin_DRubenstein_KSingh
Pelton_Presentation_Drowsy_Driving_PCoughlin_DRubenstein_KSinghPelton_Presentation_Drowsy_Driving_PCoughlin_DRubenstein_KSingh
Pelton_Presentation_Drowsy_Driving_PCoughlin_DRubenstein_KSinghDavid Rubenstein
 
chapter 8
chapter 8chapter 8
chapter 8butest
 
Vision based system for monitoring the loss of attention in automotive driver
Vision based system for monitoring the loss of attention in automotive driverVision based system for monitoring the loss of attention in automotive driver
Vision based system for monitoring the loss of attention in automotive driverVinay Diddi
 
Automatic vehicle accident detection and messaging system using gsm and gps m...
Automatic vehicle accident detection and messaging system using gsm and gps m...Automatic vehicle accident detection and messaging system using gsm and gps m...
Automatic vehicle accident detection and messaging system using gsm and gps m...mahesh_rman
 
Cat fatigue technology report 2008
Cat fatigue technology report 2008Cat fatigue technology report 2008
Cat fatigue technology report 2008Will Red
 

Viewers also liked (20)

Anti drowsy alarm for drivers
Anti drowsy alarm for driversAnti drowsy alarm for drivers
Anti drowsy alarm for drivers
 
Present existed Driver alert system
Present existed Driver alert systemPresent existed Driver alert system
Present existed Driver alert system
 
anti sleep alarm for students
anti sleep alarm for studentsanti sleep alarm for students
anti sleep alarm for students
 
Vechicle accident prevention using eye bilnk sensor ppt
Vechicle accident prevention using eye bilnk sensor pptVechicle accident prevention using eye bilnk sensor ppt
Vechicle accident prevention using eye bilnk sensor ppt
 
EYE BLINK SENSOR TO CONTROL ACCIDENTPpt main
EYE BLINK SENSOR TO CONTROL ACCIDENTPpt mainEYE BLINK SENSOR TO CONTROL ACCIDENTPpt main
EYE BLINK SENSOR TO CONTROL ACCIDENTPpt main
 
EYE TRACKING BASED DRIVER DROWSINESS MONITORING AND WARNING SYSTEM
EYE TRACKING BASED DRIVER DROWSINESS MONITORING AND WARNING SYSTEMEYE TRACKING BASED DRIVER DROWSINESS MONITORING AND WARNING SYSTEM
EYE TRACKING BASED DRIVER DROWSINESS MONITORING AND WARNING SYSTEM
 
5 drowsy-detector
5 drowsy-detector5 drowsy-detector
5 drowsy-detector
 
Yawning analysis for driver drowsiness detection
Yawning analysis for driver drowsiness detectionYawning analysis for driver drowsiness detection
Yawning analysis for driver drowsiness detection
 
Session 48 Johan Karlsson
Session 48 Johan KarlssonSession 48 Johan Karlsson
Session 48 Johan Karlsson
 
Accident prevention using bluetooth tech and eye blink sensor
Accident prevention using bluetooth tech and eye blink sensorAccident prevention using bluetooth tech and eye blink sensor
Accident prevention using bluetooth tech and eye blink sensor
 
Car safety system
Car safety systemCar safety system
Car safety system
 
Accident prevention using wireless communication
Accident prevention using wireless communicationAccident prevention using wireless communication
Accident prevention using wireless communication
 
Car speed control using bluetooth
Car speed control using bluetoothCar speed control using bluetooth
Car speed control using bluetooth
 
ACCIDENT DETECTION AND VEHICLE TRACKING USING GPS,GSM AND MEMS
ACCIDENT DETECTION AND VEHICLE TRACKING USING GPS,GSM AND MEMSACCIDENT DETECTION AND VEHICLE TRACKING USING GPS,GSM AND MEMS
ACCIDENT DETECTION AND VEHICLE TRACKING USING GPS,GSM AND MEMS
 
Driver Fatigue Monitoring System Using Eye Closure
Driver Fatigue Monitoring System Using Eye ClosureDriver Fatigue Monitoring System Using Eye Closure
Driver Fatigue Monitoring System Using Eye Closure
 
Pelton_Presentation_Drowsy_Driving_PCoughlin_DRubenstein_KSingh
Pelton_Presentation_Drowsy_Driving_PCoughlin_DRubenstein_KSinghPelton_Presentation_Drowsy_Driving_PCoughlin_DRubenstein_KSingh
Pelton_Presentation_Drowsy_Driving_PCoughlin_DRubenstein_KSingh
 
chapter 8
chapter 8chapter 8
chapter 8
 
Vision based system for monitoring the loss of attention in automotive driver
Vision based system for monitoring the loss of attention in automotive driverVision based system for monitoring the loss of attention in automotive driver
Vision based system for monitoring the loss of attention in automotive driver
 
Automatic vehicle accident detection and messaging system using gsm and gps m...
Automatic vehicle accident detection and messaging system using gsm and gps m...Automatic vehicle accident detection and messaging system using gsm and gps m...
Automatic vehicle accident detection and messaging system using gsm and gps m...
 
Cat fatigue technology report 2008
Cat fatigue technology report 2008Cat fatigue technology report 2008
Cat fatigue technology report 2008
 

Similar to Driver drowsiness detection

Sample of project synopsis (2)
Sample of project synopsis (2)Sample of project synopsis (2)
Sample of project synopsis (2)TH8B
 
DROWSINESS DETECTION MODEL USING PYTHON
DROWSINESS DETECTION MODEL USING PYTHONDROWSINESS DETECTION MODEL USING PYTHON
DROWSINESS DETECTION MODEL USING PYTHONIRJET Journal
 
INTELLIGENT HELMET DETECTION USING OPENCV AND MACHINE LEARNING
INTELLIGENT HELMET DETECTION USING OPENCV AND MACHINE LEARNINGINTELLIGENT HELMET DETECTION USING OPENCV AND MACHINE LEARNING
INTELLIGENT HELMET DETECTION USING OPENCV AND MACHINE LEARNINGIRJET Journal
 
IRJET- Drive Assistance an Android Application for Drowsiness Detection
IRJET- Drive Assistance an Android Application for Drowsiness DetectionIRJET- Drive Assistance an Android Application for Drowsiness Detection
IRJET- Drive Assistance an Android Application for Drowsiness DetectionIRJET Journal
 
The Real Time Drowisness Detection Using Arm 9
The Real Time Drowisness Detection Using Arm 9The Real Time Drowisness Detection Using Arm 9
The Real Time Drowisness Detection Using Arm 9IOSR Journals
 
Prototyping presentation
Prototyping presentationPrototyping presentation
Prototyping presentationIbtihaj Uddin
 
Presentation - Vision
Presentation - VisionPresentation - Vision
Presentation - VisionJaweria Khan
 
IRJET - Smart Assistance System for Drivers
IRJET - Smart Assistance System for DriversIRJET - Smart Assistance System for Drivers
IRJET - Smart Assistance System for DriversIRJET Journal
 
IoT-based Autonomously Driven Vehicle by using Machine Learning & Image Proce...
IoT-based Autonomously Driven Vehicle by using Machine Learning & Image Proce...IoT-based Autonomously Driven Vehicle by using Machine Learning & Image Proce...
IoT-based Autonomously Driven Vehicle by using Machine Learning & Image Proce...IRJET Journal
 
Automatic License Plate Recognition using OpenCV
Automatic License Plate Recognition using OpenCVAutomatic License Plate Recognition using OpenCV
Automatic License Plate Recognition using OpenCVEditor IJCATR
 
Automatic License Plate Recognition using OpenCV
Automatic License Plate Recognition using OpenCV Automatic License Plate Recognition using OpenCV
Automatic License Plate Recognition using OpenCV Editor IJCATR
 
Download as PPTX - PowerPoint Presentation
Download as PPTX - PowerPoint PresentationDownload as PPTX - PowerPoint Presentation
Download as PPTX - PowerPoint Presentationbutest
 
Human Driver’s Drowsiness Detection System
Human Driver’s Drowsiness Detection SystemHuman Driver’s Drowsiness Detection System
Human Driver’s Drowsiness Detection SystemIRJET Journal
 
Smart Parking Solution using Camera Networks and Real-time Computer Vision
Smart Parking Solution using Camera Networks and Real-time Computer VisionSmart Parking Solution using Camera Networks and Real-time Computer Vision
Smart Parking Solution using Camera Networks and Real-time Computer VisionIRJET Journal
 
Self-Driving Car to Drive Autonomously using Image Processing and Deep Learning
Self-Driving Car to Drive Autonomously using Image Processing and Deep LearningSelf-Driving Car to Drive Autonomously using Image Processing and Deep Learning
Self-Driving Car to Drive Autonomously using Image Processing and Deep LearningIRJET Journal
 
REAL TIME DROWSINESS DETECTION
REAL TIME DROWSINESS DETECTIONREAL TIME DROWSINESS DETECTION
REAL TIME DROWSINESS DETECTIONIRJET Journal
 
Visual pattern recognition in robotics
Visual pattern recognition in roboticsVisual pattern recognition in robotics
Visual pattern recognition in roboticsIAEME Publication
 
IRJET- Driver’s Sleep Detection
IRJET-  	  Driver’s Sleep DetectionIRJET-  	  Driver’s Sleep Detection
IRJET- Driver’s Sleep DetectionIRJET Journal
 
PRESENTATION FUTURE STUDIES (1).pptx
PRESENTATION FUTURE STUDIES (1).pptxPRESENTATION FUTURE STUDIES (1).pptx
PRESENTATION FUTURE STUDIES (1).pptxTalhaJavid4
 

Similar to Driver drowsiness detection (20)

Sample of project synopsis (2)
Sample of project synopsis (2)Sample of project synopsis (2)
Sample of project synopsis (2)
 
Eye directive wheel chair
Eye directive wheel chairEye directive wheel chair
Eye directive wheel chair
 
DROWSINESS DETECTION MODEL USING PYTHON
DROWSINESS DETECTION MODEL USING PYTHONDROWSINESS DETECTION MODEL USING PYTHON
DROWSINESS DETECTION MODEL USING PYTHON
 
INTELLIGENT HELMET DETECTION USING OPENCV AND MACHINE LEARNING
INTELLIGENT HELMET DETECTION USING OPENCV AND MACHINE LEARNINGINTELLIGENT HELMET DETECTION USING OPENCV AND MACHINE LEARNING
INTELLIGENT HELMET DETECTION USING OPENCV AND MACHINE LEARNING
 
IRJET- Drive Assistance an Android Application for Drowsiness Detection
IRJET- Drive Assistance an Android Application for Drowsiness DetectionIRJET- Drive Assistance an Android Application for Drowsiness Detection
IRJET- Drive Assistance an Android Application for Drowsiness Detection
 
The Real Time Drowisness Detection Using Arm 9
The Real Time Drowisness Detection Using Arm 9The Real Time Drowisness Detection Using Arm 9
The Real Time Drowisness Detection Using Arm 9
 
Prototyping presentation
Prototyping presentationPrototyping presentation
Prototyping presentation
 
Presentation - Vision
Presentation - VisionPresentation - Vision
Presentation - Vision
 
IRJET - Smart Assistance System for Drivers
IRJET - Smart Assistance System for DriversIRJET - Smart Assistance System for Drivers
IRJET - Smart Assistance System for Drivers
 
IoT-based Autonomously Driven Vehicle by using Machine Learning & Image Proce...
IoT-based Autonomously Driven Vehicle by using Machine Learning & Image Proce...IoT-based Autonomously Driven Vehicle by using Machine Learning & Image Proce...
IoT-based Autonomously Driven Vehicle by using Machine Learning & Image Proce...
 
Automatic License Plate Recognition using OpenCV
Automatic License Plate Recognition using OpenCVAutomatic License Plate Recognition using OpenCV
Automatic License Plate Recognition using OpenCV
 
Automatic License Plate Recognition using OpenCV
Automatic License Plate Recognition using OpenCV Automatic License Plate Recognition using OpenCV
Automatic License Plate Recognition using OpenCV
 
Download as PPTX - PowerPoint Presentation
Download as PPTX - PowerPoint PresentationDownload as PPTX - PowerPoint Presentation
Download as PPTX - PowerPoint Presentation
 
Human Driver’s Drowsiness Detection System
Human Driver’s Drowsiness Detection SystemHuman Driver’s Drowsiness Detection System
Human Driver’s Drowsiness Detection System
 
Smart Parking Solution using Camera Networks and Real-time Computer Vision
Smart Parking Solution using Camera Networks and Real-time Computer VisionSmart Parking Solution using Camera Networks and Real-time Computer Vision
Smart Parking Solution using Camera Networks and Real-time Computer Vision
 
Self-Driving Car to Drive Autonomously using Image Processing and Deep Learning
Self-Driving Car to Drive Autonomously using Image Processing and Deep LearningSelf-Driving Car to Drive Autonomously using Image Processing and Deep Learning
Self-Driving Car to Drive Autonomously using Image Processing and Deep Learning
 
REAL TIME DROWSINESS DETECTION
REAL TIME DROWSINESS DETECTIONREAL TIME DROWSINESS DETECTION
REAL TIME DROWSINESS DETECTION
 
Visual pattern recognition in robotics
Visual pattern recognition in roboticsVisual pattern recognition in robotics
Visual pattern recognition in robotics
 
IRJET- Driver’s Sleep Detection
IRJET-  	  Driver’s Sleep DetectionIRJET-  	  Driver’s Sleep Detection
IRJET- Driver’s Sleep Detection
 
PRESENTATION FUTURE STUDIES (1).pptx
PRESENTATION FUTURE STUDIES (1).pptxPRESENTATION FUTURE STUDIES (1).pptx
PRESENTATION FUTURE STUDIES (1).pptx
 

More from Connecting Point

More from Connecting Point (7)

Development education
Development educationDevelopment education
Development education
 
Development education
Development educationDevelopment education
Development education
 
Managerial creativity
Managerial creativityManagerial creativity
Managerial creativity
 
S M A R T TPMS
S M A R T TPMSS M A R T TPMS
S M A R T TPMS
 
Stark project smart electrical car
Stark project smart electrical carStark project smart electrical car
Stark project smart electrical car
 
Lifi
LifiLifi
Lifi
 
NEW holography TECHNOLOGY ALL PPT
NEW holography TECHNOLOGY ALL PPTNEW holography TECHNOLOGY ALL PPT
NEW holography TECHNOLOGY ALL PPT
 

Recently uploaded

Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...
Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...
Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...Call Girls Mumbai
 
Unit 4_Part 1 CSE2001 Exception Handling and Function Template and Class Temp...
Unit 4_Part 1 CSE2001 Exception Handling and Function Template and Class Temp...Unit 4_Part 1 CSE2001 Exception Handling and Function Template and Class Temp...
Unit 4_Part 1 CSE2001 Exception Handling and Function Template and Class Temp...drmkjayanthikannan
 
Tamil Call Girls Bhayandar WhatsApp +91-9930687706, Best Service
Tamil Call Girls Bhayandar WhatsApp +91-9930687706, Best ServiceTamil Call Girls Bhayandar WhatsApp +91-9930687706, Best Service
Tamil Call Girls Bhayandar WhatsApp +91-9930687706, Best Servicemeghakumariji156
 
Thermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - VThermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - VDineshKumar4165
 
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXssuser89054b
 
Design For Accessibility: Getting it right from the start
Design For Accessibility: Getting it right from the startDesign For Accessibility: Getting it right from the start
Design For Accessibility: Getting it right from the startQuintin Balsdon
 
A Study of Urban Area Plan for Pabna Municipality
A Study of Urban Area Plan for Pabna MunicipalityA Study of Urban Area Plan for Pabna Municipality
A Study of Urban Area Plan for Pabna MunicipalityMorshed Ahmed Rahath
 
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...Arindam Chakraborty, Ph.D., P.E. (CA, TX)
 
Employee leave management system project.
Employee leave management system project.Employee leave management system project.
Employee leave management system project.Kamal Acharya
 
HOA1&2 - Module 3 - PREHISTORCI ARCHITECTURE OF KERALA.pptx
HOA1&2 - Module 3 - PREHISTORCI ARCHITECTURE OF KERALA.pptxHOA1&2 - Module 3 - PREHISTORCI ARCHITECTURE OF KERALA.pptx
HOA1&2 - Module 3 - PREHISTORCI ARCHITECTURE OF KERALA.pptxSCMS School of Architecture
 
Thermal Engineering Unit - I & II . ppt
Thermal Engineering  Unit - I & II . pptThermal Engineering  Unit - I & II . ppt
Thermal Engineering Unit - I & II . pptDineshKumar4165
 
Work-Permit-Receiver-in-Saudi-Aramco.pptx
Work-Permit-Receiver-in-Saudi-Aramco.pptxWork-Permit-Receiver-in-Saudi-Aramco.pptx
Work-Permit-Receiver-in-Saudi-Aramco.pptxJuliansyahHarahap1
 
Standard vs Custom Battery Packs - Decoding the Power Play
Standard vs Custom Battery Packs - Decoding the Power PlayStandard vs Custom Battery Packs - Decoding the Power Play
Standard vs Custom Battery Packs - Decoding the Power PlayEpec Engineered Technologies
 
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdfAldoGarca30
 
Online food ordering system project report.pdf
Online food ordering system project report.pdfOnline food ordering system project report.pdf
Online food ordering system project report.pdfKamal Acharya
 
School management system project Report.pdf
School management system project Report.pdfSchool management system project Report.pdf
School management system project Report.pdfKamal Acharya
 
Introduction to Serverless with AWS Lambda
Introduction to Serverless with AWS LambdaIntroduction to Serverless with AWS Lambda
Introduction to Serverless with AWS LambdaOmar Fathy
 
GEAR TRAIN- BASIC CONCEPTS AND WORKING PRINCIPLE
GEAR TRAIN- BASIC CONCEPTS AND WORKING PRINCIPLEGEAR TRAIN- BASIC CONCEPTS AND WORKING PRINCIPLE
GEAR TRAIN- BASIC CONCEPTS AND WORKING PRINCIPLEselvakumar948
 
AIRCANVAS[1].pdf mini project for btech students
AIRCANVAS[1].pdf mini project for btech studentsAIRCANVAS[1].pdf mini project for btech students
AIRCANVAS[1].pdf mini project for btech studentsvanyagupta248
 

Recently uploaded (20)

Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...
Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...
Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...
 
Unit 4_Part 1 CSE2001 Exception Handling and Function Template and Class Temp...
Unit 4_Part 1 CSE2001 Exception Handling and Function Template and Class Temp...Unit 4_Part 1 CSE2001 Exception Handling and Function Template and Class Temp...
Unit 4_Part 1 CSE2001 Exception Handling and Function Template and Class Temp...
 
Tamil Call Girls Bhayandar WhatsApp +91-9930687706, Best Service
Tamil Call Girls Bhayandar WhatsApp +91-9930687706, Best ServiceTamil Call Girls Bhayandar WhatsApp +91-9930687706, Best Service
Tamil Call Girls Bhayandar WhatsApp +91-9930687706, Best Service
 
Thermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - VThermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - V
 
Integrated Test Rig For HTFE-25 - Neometrix
Integrated Test Rig For HTFE-25 - NeometrixIntegrated Test Rig For HTFE-25 - Neometrix
Integrated Test Rig For HTFE-25 - Neometrix
 
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
 
Design For Accessibility: Getting it right from the start
Design For Accessibility: Getting it right from the startDesign For Accessibility: Getting it right from the start
Design For Accessibility: Getting it right from the start
 
A Study of Urban Area Plan for Pabna Municipality
A Study of Urban Area Plan for Pabna MunicipalityA Study of Urban Area Plan for Pabna Municipality
A Study of Urban Area Plan for Pabna Municipality
 
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
 
Employee leave management system project.
Employee leave management system project.Employee leave management system project.
Employee leave management system project.
 
HOA1&2 - Module 3 - PREHISTORCI ARCHITECTURE OF KERALA.pptx
HOA1&2 - Module 3 - PREHISTORCI ARCHITECTURE OF KERALA.pptxHOA1&2 - Module 3 - PREHISTORCI ARCHITECTURE OF KERALA.pptx
HOA1&2 - Module 3 - PREHISTORCI ARCHITECTURE OF KERALA.pptx
 
Thermal Engineering Unit - I & II . ppt
Thermal Engineering  Unit - I & II . pptThermal Engineering  Unit - I & II . ppt
Thermal Engineering Unit - I & II . ppt
 
Work-Permit-Receiver-in-Saudi-Aramco.pptx
Work-Permit-Receiver-in-Saudi-Aramco.pptxWork-Permit-Receiver-in-Saudi-Aramco.pptx
Work-Permit-Receiver-in-Saudi-Aramco.pptx
 
Standard vs Custom Battery Packs - Decoding the Power Play
Standard vs Custom Battery Packs - Decoding the Power PlayStandard vs Custom Battery Packs - Decoding the Power Play
Standard vs Custom Battery Packs - Decoding the Power Play
 
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf
 
Online food ordering system project report.pdf
Online food ordering system project report.pdfOnline food ordering system project report.pdf
Online food ordering system project report.pdf
 
School management system project Report.pdf
School management system project Report.pdfSchool management system project Report.pdf
School management system project Report.pdf
 
Introduction to Serverless with AWS Lambda
Introduction to Serverless with AWS LambdaIntroduction to Serverless with AWS Lambda
Introduction to Serverless with AWS Lambda
 
GEAR TRAIN- BASIC CONCEPTS AND WORKING PRINCIPLE
GEAR TRAIN- BASIC CONCEPTS AND WORKING PRINCIPLEGEAR TRAIN- BASIC CONCEPTS AND WORKING PRINCIPLE
GEAR TRAIN- BASIC CONCEPTS AND WORKING PRINCIPLE
 
AIRCANVAS[1].pdf mini project for btech students
AIRCANVAS[1].pdf mini project for btech studentsAIRCANVAS[1].pdf mini project for btech students
AIRCANVAS[1].pdf mini project for btech students
 

Driver drowsiness detection

  • 2. OBJECTIVE • Nowadays the driver safety in the car is one of the most wanted system to avoid accidents. Our objective of the project is to ensure the safety system. For enhancing the safety, we are detecting the eye blinks of the driver and estimating the driver status and control the car accordingly.
  • 3. INTRODUCTION: • Aim of this project is implementing the system as a prototype by capturing the live images of the eyes and fed them in to the Microcontroller in which the MATLAB software is used to process the video and convert it in to frames and process it accordingly. Some customized algorithms are coded in MATLAB for image segmentation of eyes from the entire image and image recognition of the eyes and face position. • On the whole, by sensing the eye blinks we can decide if the eye blinks are more than the driver is very sleepy, Drinking and it will automatically turn off the vehicle, if the driver is showing the left eye ball position than the left indicator of the car is turned on and so on.
  • 4.
  • 5. MATLAB WITH MICROCONTRILLER 16FXXX Image Processor Camera E C U Arduino Hardware Power Supply
  • 6. METHODOLOGY: • The eye blinks of the driver and estimating the driver status and control the car accordingly. We are implementing the system as a prototype by capturing the live images of the eyes and fed them in to the Microcontroller in which the MATLAB software is used to process the video and convert it in to frames and process it accordingly. Some customized algorithms are coded in MATLAB for image segmentation of eyes from the entire image and image recognition of the eyes and face position. On the whole, by sensing the eye blinks we can decide if the eye blinks are more than the driver is very sleepy, Drinking and it will automatically turn off the vehicle, if the driver is showing the left eye ball position than the left indicator of the car is turned on and so on. Y - - Z - - -
  • 7.
  • 8.
  • 9.
  • 10. Future’s  Anti-drowsiness Alarm  Make Easy drive  Drink and Drive production  Medical accent  Directly interface to any Hardware using Arduino  Low cost  High Security  This program can use for Aircraft Also
  • 13. Programming Environment (soft-&Hardware)  For test and first implementations Matlad was used. It is not as fast as C code id , but not fast enough for real time experiences. Another Avanade of Matlab on Windows machines is the possibility to simple access webcams with the image acquisition . On the hardware side image processor Logitech quickcam pro model we used .
  • 14. Image Processing  A lot of way can be developed to find pupils in the given area surrounding the eyes. It can also be done using hue or saturation, which leads controlled conditions given to good results , but it highly depends on the current light situation.  Thus, another way is used to find the pupils. A picture of the pupil runs over the current picture area and tries to find the place with the highest accordance. Different pupils where used for testing and the best result were gained by pupils directly from the tester, which was not really surprising. Obtaining them is not that simple that simple thought. We name this algorithm is called Eagle Eye Safety. Which requires too much calculating time to be used in real time environment's, but is fact enough for getting pupils
  • 15. o Microchip's 16-bit, PIC24 MCUs and dsPIC® Digital Signal Controllers provide designers with an easy upgrade path from 8-bit PIC® microcontrollers and a cost effective option to 32-bit MCUs. The broad product line includes everything from eXtreme Low Power microcontrollers to high performance digital signal controllers. With single cycle execution, deterministic interrupt response, zero overhead looping, and fast DMA, the dsPIC family also adds a single cycle 16x16 MAC and 40-bit accumulators, ideal for math intensive applications like motor control and digital power.
  • 16. Arduino hardware  MATLAB Support Package for Arduino hardware enables you to use MATLAB to communicate with the Arduino® board over a USB cable. This package is based on a server program running on the board, which listens to commands arriving via serial port, executes the commands, and, if needed, returns a result. This approach helps you
  • 17. E C U

Editor's Notes

  1. Program like please contact starkorgin.com or go to stark.9944 in facebook page