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 year 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 (over 5 years ago)
- Default Branch: main
- Last Pushed: 2020-12-28T16:54:14.000Z (over 5 years ago)
- Last Synced: 2025-03-30T13:01:45.688Z (over 1 year 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: 2
- Forks: 0
- Open Issues: 0
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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 : sanjoy.eee32@gmail.com
Linkedin : [Sanjoy Kumar](https://www.linkedin.com/in/imsanjoykb/)
Github : [Sanjoy Kumar](https://www.github.com/in/imsanjoykb/)
Thank you.