Object Detection Using IOT & ML to Avoid Accident & Improve Road Safety

Project Code :TEMBMA3112

Objective

The main objective of this project is to design a system that has the effect of detecting the presence of an obstacle in the track of the vehicles to improve road safety.

Abstract

At present situation the human beings are going through many accidents during the road way transportation. Simultaneously they lose their life and significant properties in those accidents. Most of the Indian roads in rural and suburban's are not ideal for driving due to faded lanes, irregular potholes, inappropriate and unseen road signs, which caused many accidents, lost lives and caused serious damage to vehicles. The most difficult task is to detect obstacles on the highway. The basic concept is to design a system that has the effect of detecting the presence of an obstacle in the track of the vehicles.

The basic concept is to design a system that has the effect of detecting the presence of an obstacle in the track of the vehicles. In the proposed work, the Raspberry Pi and Camera module is used for object detection and image acquisition. The system can classify objects like vehicles, animals, humans, etc. Once the object is detected the system informs the user to slow down the vehicle through a voice message.

 

Keywords: Raspberry Pi, web camera, motor driver, DC motor, power supply

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 components:
  • Raspberry pi
  • Memory Card
  • web camera
  • Motor driver and DC motor
  • Speaker
  • Power supply
Software requirements:
  • Python3 IDLE
  • NOOBS OS
  • VNC Viewer
  • Advanced IP scanner
  • Fritzing

Learning Outcomes


  • Raspberry pi pin diagram and architecture
  • How to install NOOBS  software
  • Setting up and installation procedure for Raspberry Pi
  • How to connect Raspberry Pi through VNC viewer
  • Introduction to Python3 IDLE
  • Commands in Python
  • Basic coding in Python
  • Working on Web camera.
  • How to interface Web camera with Raspberry Pi?
  • Working on motor driver and DC motor
  • How to interface motor driver and DC motor with Raspberry Pi?
  • Working on power supply
  • About Project Development Life Cycle:
    • Planning and Requirement Gathering(Hardware components, etc.,)
    • Hardware development and debugging
    • Development of the Project and  Output testing
  • Practical exposure to:
    • Hardware 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
    • Testing skills
    • presentation skills
    • Thesis writing skills

Demo Video

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