https://github.com/ndonkohenri/car-plate-detector
Detects Car Plates in real-time or using Images.
https://github.com/ndonkohenri/car-plate-detector
carplate computer-vision cv cv2 detection opencv opencv-python python
Last synced: 3 months ago
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Detects Car Plates in real-time or using Images.
- Host: GitHub
- URL: https://github.com/ndonkohenri/car-plate-detector
- Owner: ndonkoHenri
- Created: 2022-02-21T10:39:54.000Z (over 3 years ago)
- Default Branch: master
- Last Pushed: 2022-02-21T13:29:54.000Z (over 3 years ago)
- Last Synced: 2025-02-02T12:19:03.903Z (5 months ago)
- Topics: carplate, computer-vision, cv, cv2, detection, opencv, opencv-python, python
- Language: Python
- Homepage:
- Size: 106 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Car Plate Detector
This is a Computer Vision Program made to detect Car-Plates in an image, Video or in real-time(ex: Webcam)!
Very Interesting right? :)
## The Algorithm || How it works?
You might ask yourself how precisely does this great tool work...?
An Algorithm is the simplest and understandable way to represent a program.
*Have a look o_o:*
- It receives an image, video or real-time Capture(ex: Webcam);
- Using the OpenCV python library and a HaarCascade file, it scans through the given objects(image or webcam), searching
for one thing ~ Car Plates;
- When detected, it then returns the position in the actual frame;
- A bounding box is then drawn around this detected Car Plate and a text("Plate") is written above it.
## Why use this Program amongst all out there?
Being completely sincere, I will tell you some reasons for you to use this program...
- Two Programs available to avoid confusion: One made only for Images and the other for Real-Time Captures;
- Concerning the Program only for images `CarPlatesDetectorImages.py`:
- Several Images(of any image format) could be inputted at ones just by adding their different paths in
the `all_images` list variable;
- When executed, two distinct sections are seen, one for the Original Images and beneath it images showing only the
Plates(Zoomed/Cropped);
- Trackbars made available, for extreme Precision;
- Our Formatting and Syntax respect the Python code styling rules;
- Comments all over the programs, to ease understanding of the code;
- Try it out to find more interesting features(ex: speed) and let me know...
> I(ndonkoHenri) say: *Thank You for using my Programs!! :-)*