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pygame-simulation

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The differential drive has an ESP32 board for wireless connectivity a Client-Server network is established between the server laptop and client ESP to transmit the coordinates to the robot. An overhead camera is used to visually survey the obstacle course and image processing is used to segment the obstacles and the robot from the captured image…

  • Updated Sep 4, 2021
  • Python

🚦 Traffic Management Using AI is a smart traffic signal simulation system designed to optimize road traffic flow using adaptive timing strategies instead of fixed signal cycles. The project combines real-time simulation, data visualization, and a web-based dashboard to demonstrate how intelligent traffic control can significantly reduce congestion

  • Updated Apr 9, 2026
  • Python

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