Idea - FICS

Traffic-sign Recognition

Team and Contact Details

Student Name School Degree Year Email
Syeda Khadija GillaniCEMEUndergraduateFourthkhadijapirzada107@gmail.com
Umeimah ZiaCEMEUndergraduateFourthumeimahz@gmail.com
Muhammad Ali MemonCEMEUndergraduateFourthalimemon0347@gmail.com

Inter School Idea ? No
Do you need expertises from another area: Yes
If Yes please provide details of expertises you need: Convolutional Neural Networks & Deep Learning

Idea Details

Idea Name: Traffic-sign Recognition
Slogan: Your Safety, Our Priority.
Supervisor Name: Shahzor Ahmad
Supervisor Designation: Assistant Professor
Supervisor School: CEME
Supervisor Department: Electrical Engineering
Contact number: +92 336 1572440
Email ID: shahzor.ahmad@gmail.com
Abstract:
    Our Traffic Sign Recognition project aims at automatic detection and classification of traffic signs in local environment using Deep Convolutional Neural Networks.
What is the unmet need in society that your idea will fulfill ?
    Reverting driver's attention back to road alerting him with the latest road sign warning so that he could timely act accordingly, is very crucial to road safety and is an issue that still needs attention. Pakistani manufactured automobiles need to incorporate this feature for enhanced road safety.
Who needs it ? How many would benefit ?
   Can subsequently be used in Advanced Driver's Assistance System (ADAS), or for help in navigation of self driving cars at later stages. Every individual driving a locally manufactured vehicle can benefit from it. This could be additionally appended to individual vehicles as well.
How will the solution works
    Our Deep CNN will be trained on GTSRB data set of 50,000 images, its accuracy will then be tested and the algorithm will be subjected to testing in local environments. Hardware implementation on NVIDEA Jetson Nano be done in the final stages for real time applications. Performance will be enhanced by error correction using transfer learning.
Who are your competitors ? How is your solution different
    No such competitors in the local market yet, which makes it a unique idea/product at this level.
Status: new
Entry Date & Time: 2021-01-14 (1521)