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adithya-s-k / World-of-AI

WORLD OF AI : An open-source repository for AI-based projects 🚀, from beginner to expert level, helping contributors start their journey in Artificial Intelligence and Deep Learning. Our projects provide hands-on experience to real-world problems👨‍💻. Join our community and contribute to the development of AI-based solutions 👥.
https://www.cognitivelab.tech/
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Car Plate Detector OpenCV #146

Open ayush-09 opened 1 year ago

ayush-09 commented 1 year ago

Project Request

Field Description
About Car Plate Detector using OpenCV
Github ayush-09
Email ayushvarshney43@gmail.com
Label Project Request

Define You

Car Plate Detector

Description

The Car Plate Recognition System is designed to automatically detect and recognize license plates from images or video streams. It utilizes computer vision techniques and optical character recognition (OCR) to extract the alphanumeric characters present on the license plates.

Scope

The project will be implemented using the following steps: a) Image Acquisition: Load and preprocess the input image using OpenCV. b) License Plate Detection: Utilize Haar cascades to detect license plate regions in the image. c) License Plate Extraction: Extract the detected license plate region from the image. d) Preprocessing: Apply image processing techniques like Gaussian Blur to enhance the quality of the license plate image. e) Character Recognition: Use Pytesseract OCR library to recognize the alphanumeric characters on the license plate. f) Post-processing: Clean and filter the extracted characters to obtain the final license plate number. g) Display and Output: Visualize the detected license plate and display the recognized number.

Timeline

Asap after assign this task before 10 aug 2023

ayush-09 commented 1 year ago

@adithya-s-k Please assign this task to me

ayush-09 commented 1 year ago

@miraj0507 Please assign this to me