Portfolio/Number Plate Recognition
Computer VisionComputer Vision

Number Plate Recognition

An advanced computer vision system for detecting and recognizing vehicle number plates from video feeds. Uses YOLO for object detection and EasyOCR for optical character recognition. Features real-time plate validation against a database, categorizing vehicles as known, unknown, or invalid formats with color-coded visual feedback.

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Project Duration

Nov 2024Dec 2024

Client

Security Solutions ClientNDA

Key Features

Real-time number plate detection
OCR-based plate recognition
Database validation
Known/Unknown vehicle classification
Regional format support
Video feed processing

Technology Stack

PythonYOLOOpenCVEasyOCRSQLiteUltralytics

Project Metrics

96%
accuracy
25+
fps
5+
formats

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