License Plate Recognition With OCR using OpenCV Python | Full Tutorial | OpenCv Python

License Plate Recognition With OCR using OpenCV Python | Full Tutorial | OpenCv Python

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Duration: 33:59
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Today we learn how to implement realtime CPU License Plate Recognition With OCR in Python, using PyTesseract and OpenCV.

Source Code: https://github.com/creativekids11/License-Plate-Recognition/blob/main/main.py
Files: https://github.com/creativekids11/License-Plate-Recognition
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🕖 Timestamps:-
00:00 Demo And Intro
00:18 File Requirments
00:58 Required Modules And Apps
04:45 Create Function For Processing
05:04 Reading Processing Image
05:26 Converting Image To Gray For Processing
09:16 Creating An Cascade
12:25 Cropping The Number Plate
21:59 Reading The Text On The Plate
25:42 Drawing Work OpenCV
31:35 Trying On Another Image
33:19 Trying On Video
33:54 Outro

PyTesseract pypi - https://pypi.org/project/pytesseract/
Tesseract Site - https://github.com/UB-Mannheim/tesseract/wiki
Cascade File - https://github.com/opencv/opencv/blob/master/data/haarcascades/haarcascade_russian_plate_number.xml

Steps which we have followed:-
i. License Plate Detection using Cascading
ii. Image processing on the cropped number plate image
iii. Implement OCR(Optical Character Recognition) on the cropped number plate.

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