Motivation

Main motive of this project is to make video surveillance on road more powerful and secure using Machine Learning algorithms.
This tool can be used for:

  • Detect stolen vehicles
  • Search/Detect vehicle type
  • Check whether someone is obeying traffic rules or not
  • Checking the speed of vehicles

About Project

  • Detection and classification of the vehicles (car, truck, bicycle, motorcycle, bus)
  • Recognition of approximate vehicle color
  • Detection of vehicle direction of travel
  • Prediction the speed of the vehicle
  • Prediction of approximate vehicle size
  • The images of detected vehicles are cropped from video frame and they are saved as new images under "detected_vehicles" folder path
  • The program gives a .csv file as an output (traffic_measurement.csv) which includes "Vehicle Type/Size", " Vehicle Color", " Vehicle Movement Direction", " Vehicle Speed (km/h)" rows, after the end of the process for the source video file

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