RQ-A

Revolutionize road inspections with our app that detects road defects with ease!

Screenshots

R.Q.-.A.mp4

By analysing photographs or videos of roads to identify various objects and categorise flaws that can impair road quality, this app uses object detection techniques that can produce reports on the condition of the roads. Generated reports with details on the position and seriousness of discovered objects can aid in prioritising road upkeep, repairs, and long-term monitoring of road conditions. This software can be modified to find particular kinds of flaws, and these findings can be easily shared with the appropriate parties for efficient maintenance, such as road inspectors, maintenance workers, and decision-makers.

Live Application URL

https://rq-a.netlify.app/

This URL has the application deployed on netlify

Features

User authentication
Object detection using YOLOv7 model
Image and video processing
Database management with Firestore
Cloud storage with Firebase Cloud Storage
User-friendly interface
Reporting and analytics
Report sharing
Report downloading as a PDF
Open-To-All Dashboard
Phone number verification using Twilio
Scalability and reliability with Firebase backend
User management functionalities

Cloning and Running the Application in local

Clone the project

  git clone https://link-to-project

Go to the project directory

  cd my-project

Install all the npm packages.

  npm install

Environment Variables

To run this project, first Obtain Firebase access, set up Firebase configuration in the project in

Firebase.js

file , and then add your personal TWILIO API key for phone number authentication.

In order to run the application Type the following command

  npm start

Runs the app in the development mode.
Open http://localhost:3000 to view it in your browser.

The page will reload when you make changes.
You may also see any lint errors in the console.

  npm test

Launches the test runner in the interactive watch mode.
See the section about running tests for more information.

  npm run build

Builds the app for production to the build folder.
It correctly bundles React in production mode and optimizes the build for the best performance.