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1. Project report
VEHICLE DETECTION SYSTEM

2. About company
• Telexa Technology Private Limited is a Private incorporated on 04 June 2021. It
is classified as Non-govt company and is registered at Registrar of Companies,
Gwalior.Telexa technology pvt ltd Is A Research & Development Company
Which Aims To Solve The Problems Of Agriculture, homes, Offices, Industries &
Government By Developing “Smart Innovation” Products Based On IoT.
• Directors of Telexa Technology Private Limited are Abhay Poddar, Vivek Kumar
and Nitin Poddar.

3. App development for
vehicle detection system

4. Agenda
• Problem Statement
• Proposed Solution
• Technologies Used
• Progress
• Testing
• Maintenance

5. Problem Statement
Real time monitoring of the crusher plants(Could be extended
to other plants/farm/store) activity and movement of vehicles is
very crucial for owner for regulating the quatity of material sold
and raw material needed further. A web based interface where
it will be much easier to navigate for owner and keeping
tracking of the record.

6. Proposed Solution-
 Capturing real time movement and sending it to the server
 Performing image recognition and classifying based on
objects
 storing the images with data(date, time, confidence) for later
use
 A web dashboard for the users for easy visualization, filter and
searching

7. Technology
Computer Vision
Language : Python (version 3.8.6)
Libraries : Opencv, yolo, watchdog, glob, shutil
Neural Network : Darknet(yolov3)
Database : MongoDb
annotation tools - labelImg
Operating System : Ubuntu (Version 20.04)
Web Dashboard
Web Frame : MERN Stack(MongoDb, Epress.js, React.js, Node.js)

8. Mobile App Design Process
1.Creating Wireframes
2.Choosing Design patterns, palettes, and elements
3.Building User Flow / Diagram for each screen
4.Creating mockups
5.Creating an animated prototype and asking testable
questions
6.Give final touches to the mockup based on user feedback

9. Testing and maintenance
• It deals with tests for the entire application. It helps to
enhance the quality of your applications while reducing costs,
maximizing ROI, and saving development time.
• Application development services enable organizations to
manage all aspects of the software product development from
start to finish – from the design, and coding, to testing,
ongoing improvements, and debugging of software – in an
effective manner.

10. Thank you