Automatic vehicle classification by appearance

  • The system is deployed and actively used on over 300 toll plaza lanes in Russia (highways M1, M4 and WHSD)
  • Using only mass market cameras without laser scanners and optopairs
  • Cameras are installed aside a lane with visual or IR lighting
  • 4 and more vehicle types detected with varying length, height, axles count and hood height
  • Motorcycle detection
  • Classification quality over 99.7% regardless of the time of day, season and weather conditions, confirmed by over 2 years commercial operation
The project was awarded with the Moscow Government prize.
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