Degree Type

Creative Component

Semester of Graduation

Spring 2018

Department

Computer Science

First Major Professor

Anuj Sharma

Second Major Professor

Samik Basu

Degree(s)

Master of Science (MS)

Major(s)

Computer Science

Abstract

There is an increasing demand to utilize modern technology in the eld of transportation to help decrease congestion on roads so that proper measures can be pursued to facilitate lower travel times and an effective utilization of the transportation network. This project aims to develop a solution for real time detection of traffic congestion on a road. The solution captures images from the live feed of traffic cameras situated at various locations and runs a deep learning algorithm to detect whether an image shows traffic congestion. Using a set of these images and a persistence check, the application identifies the time congestion started to take place and the time it has ended. For the purposes of analysis, the solution also records videos of the detected incidents.

Copyright Owner

Ayala Somayajula, Revanth

File Format

PDF

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