https://github.com/imsanjoykb/detect-and-count-vehicles

Detect and Count Vehicles
https://github.com/imsanjoykb/detect-and-count-vehicles

computer-vision deeplearning image-classification keras neural-networks pytorch tensorflow vehicle-counter vehicle-detection

Last synced: about 1 month ago
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Detect and Count Vehicles

• Host: GitHub
• URL: https://github.com/imsanjoykb/detect-and-count-vehicles
• Owner: imsanjoykb
• License: mit
• Created: 2020-12-18T16:03:32.000Z (about 4 years ago)
• Default Branch: main
• Last Pushed: 2020-12-28T16:54:14.000Z (almost 4 years ago)
• Last Synced: 2024-10-13T04:41:21.242Z (2 months ago)
• Topics: computer-vision, deeplearning, image-classification, keras, neural-networks, pytorch, tensorflow, vehicle-counter, vehicle-detection
• Language: Python
• Homepage: https://imsanjoykb.github.io/
• Size: 10.6 MB
• Stars: 5
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
This is a Vehicles detection & Counting project using Computer Vision.

In This video : Total Vehicles detected number is 23

Here I used background subtractions methods of OpenCV Library of Python and some morphological transformation for accuracy.

At the corner of the video you can see the count of the vehicles which gets recorded

when they cross a predefined limit. For the calculation of the object coordinates and object ids I defined a class called vehicles.py

For running it, just download all files and run the main.py

Author : Sanjoy Kumar

Email : [email protected]

Linkedin : [Sanjoy Kumar](https://www.linkedin.com/in/imsanjoykb/)

Github : [Sanjoy Kumar](https://www.github.com/in/imsanjoykb/)

Thank you.