anuraggupta29 / vehicle-speed-detection

Detect speed of vehicles on multi-lane highways.

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Vehicle Speed Detection

  • This is a python script to detect speed of multiple vehicles on multi-lane highways.
  • It uses Haar Cascade Classifier to detect vehicles in the every nth frame.
  • It removes unnecessary portion from the image to speed up processing.
  • Two reference lines have been set, one for vehicle entry and one for exit.
  • When any vehicle in any lane crosses the entry point, the time is recorded, and the vehicle is tracked.
  • Tracking is done using centroid tracking Techniques.
  • Time is recorded when the vehicles crosses the exit line.
  • Based on the time difference, the vehicles speed is estimated.

Note : A detailed version of this project also exists. Check out my other repositories.

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Detect speed of vehicles on multi-lane highways.


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