Intelligent Traffic Management System Using Machine Learning | Machine Learning Projects 2023 2024
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ABSTRACT
Traffic jams are a serious problem. In existing systems, traffic light timings are fixed and independent of traffic density. Long delays at red lights lead to traffic jams. In this project, a video-based traffic estimation system is implemented in which traffic light timings are updated based on vehicle counts. This system consists of a deep learning module that detects the number of vehicles from the current system and sends it to the traffic light.
Depending on the density of vehicle traffic, the system predicts traffic jams. Eliminates frequent traffic disconnections on the road network. Acts as a roadside unit as a server. Implementation of ambulance priority system.

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Packages included
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* Base paper
* Full source code
* Complete documentation
* Complete presentation slides
* Flow chart
* Database file
* Screenshots
* Enforcement procedure
* Readme File
* Add-ons
* Video tutorials
* Support software

Specialization
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