Automatic Number Plate Recognition with OpenCV and EasyOCR in 25 Minutes

Automatic Number Plate Recognition with OpenCV and EasyOCR in 25 Minutes

In this video we’ll go through a full blown walkthrough of performing Automatic Number Plate Recognition (ANPR) using OpenCV and EasyOCR. We just edge detection and filtering techniques combined with deep learning powered optical character recognition to be able to extract number plate text from images in just 25 minutes.

ANPR might just be the perfect thing for your to try out! In this video we’ll go through a full blown walkthrough of performing Automatic Number Plate Recognition (ANPR) using OpenCV and EasyOCR. We just edge detection and filtering techniques combined with deep learning powered optical character recognition to be able to extract number plate text from images in just 25 minutes.

In this video you’ll learn how to: 0:00​ - Start 5:59​ - Reading and visualising images using OpenCV with Python 7:37​ - Applying color shifts and changes to images (e.g. grayscaling and BGR2RGB) 9:48​ - Detecting contours using OpenCV findCountours 14:32​ - Masking number plates to improve text extraction for OCR 18:40​ - Extracting number plate text using EasyOCR

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python opencv

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