Adil Khan 10 months ago
AdiKhanOfficial #FYP Ideas

Drivoo AI Driving App

Drivooo, is a safe AI (Artificial Intelligence) driving app to improve driving behavior. Help you to avoid distractions and prevent collisions. It will use your phone's camera to scan objects and keep drivers following in a lane, monitor speed, and warn of potential crashes in real-timeDrivooo, is a

Project Title

Drivoo AI Driving App

Project Area of Specialization

Artificial Intelligence

Project Summary

Drivooo, is a safe AI (Artificial Intelligence) driving app to improve driving behavior. Help you to avoid distractions and prevent collisions. It will use your phone's camera to scan objects and keep drivers following in a lane, monitor speed, and warn of potential crashes in real-timeDrivooo, is a safe AI (Artificial Intelligence) driving app to improve driving behaviour. Help you to avoid distractions and prevent collisions. It will use the camera of your phone to scan objects and keep drivers to follow in a lane, monitor speed, and warn of potential crashes in real-time

  • Keep a safe distance, with AI voice alerts that would help to avoid front-end collision.
  • Focus on the road, avoid snoozing and follow the lane using AI, preventing the use of phones while driving.
  • Limit your speed, get speed limit alerts.
  • Accident mode, in case of accident send location to an emergency number.
  • Navigation mode, navigate through maps.

Project Objectives

  • AI-Based App will keep drivers updated through voice alerts and alarms. There might be cases of drivers snoozing, or diverting their attention from driving. Our app will keep them focused on the road
  • Drivers to keep a safe distance from the car and focus on the road. At a safe distance, it generates voice alerts and when about to hit generates an alarm 
  • Similarly, sliding continuously towards another lane due to drowsiness or any other reason, an alarm generates to keep him active.
  • Generates speed limit voice alerts in specific lanes for drivers. There can be many scenarios when a driver crosses the speed limit in specific lanes.
  • Provides the support to driver in case of an accident. It'll be quite helpful in situations when there's no one to call for an ambulance, a message with the location will be sent to the emergency number.

Project Implementation Method

Initially, Android App Layout is built with flutter, which includes basic features like Voice Alerts, Generating message with location on collision, Speed Monitoring,  Google Maps, Records, Login/Authentication, etc

Subsequently, the leading part of the application, AI (Artificial Intelligence) & CV (Computer Visions) are consolidated. These hallmarks assist the android application in detecting the object, estimating the distance, and following the specific lane. However, the litigating of these modules will eventually sedate the android application resultantly jetson nano GPU is harnessed to elevate the performance of the android application. 

Benefits of the Project

  • Reduce Road Accidents using AI
  • Speed Limit voice alerts for Specific Lanes
  • Continuously switching and sliding in lanes due to any reason, generate voice alerts to keep them active
  • Reduce Speed Limit voice alerts before hitting the object
  • After accident generate a specific message to emergency number 

Technical Details of Final Deliverable

  • Monitoring Speed, Flutter built-in module. GPS location will enable to detection of the speed of the vehicle.
  • Follow Specific Lane, Lane Detection Module maneuvering "open CV" ( Computer Vision ) will entitle the vehicle to act in accordance with lane
  • Detecting Objects, Utilizing Tensorflow, Yolo Object Detection AI (Artificial Intelligence) module will accredit us to detect objects 
  • Estimating Distance between objects, Distance Estimation Module using OpenCV ("Computer Vision") will facilitate estimating the distance from Objects.
  • Voice Alerts, When the object is about to hit or switch the lane. Voice alerts will be used as guidance using the flutter text to speech module.
  • Collide with an object, After colliding with the object a text message with the location will be generated to the User's Emergency Number with the help of using Google Maps API and SMTP, Flutter modules. 
  • Increase GPU Performance, However, the litigating of these modules will eventually sedate the android application resultantly jetson nano GPU is harnessed to elevate the performance of the android application.
  • Minor Application modules,  Minor modules like Google Maps Integration, Authentication/Login, Checking Records, etc will be implemented using Flutter modules

Final Deliverable of the Project

HW/SW integrated system

Core Industry

Transportation

Other Industries

Health , Security

Core Technology

Artificial Intelligence(AI)

Other Technologies

Others

Sustainable Development Goals

Industry, Innovation and Infrastructure

Required Resources

Item Name Type No. of Units Per Unit Cost (in Rs) Total (in Rs)
Nvidia: Jetson Nano Developer Kit B01 - 4GB Equipment14000040000
Misc Miscellaneous 11000010000
Cables & Connections Equipment150005000
Raspberry PI official universal power supply 2.5a Equipment130003000
Total in (Rs) 58000
If you need this project, please contact me on contact@adikhanofficial.com
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