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This is a web application that uses the YOLOv5 and YOLOv8 object detection models to simulate the behavior of traffic lights at an intersection. The simulation can be run with or without AI.

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prabhupad26/smart_traffic_light

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Traffic management system

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This is a web application that uses the YOLOv5 and YOLOv8 object detection models to simulate the behavior of traffic lights at an intersection. The simulation can be run with or without AI.

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Setup

Traffic Inspector Web Application This is a web application that uses the YOLOv5 and YOLOv8 object detection models to simulate the behavior of traffic lights at an intersection. The simulation can be run with or without AI.

Requirements

install the requirements with pip install -r requirements

Usage

  • Clone this repository using git clone https://github.com/username/repo.git
  • Install the required libraries using pip install -r requirements.txt
  • Run the application using python app.py.
  • Open the URL http://localhost:5000/ in your web browser.

System architecture

system architecture

About

This is a web application that uses the YOLOv5 and YOLOv8 object detection models to simulate the behavior of traffic lights at an intersection. The simulation can be run with or without AI.

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