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This document summarizes a study that developed an automatic vehicle number plate detection system using YOLO and Tesseract OCR. The system uses a pretrained YOLOv3 model with 700 images to detect number plates. Tesseract OCR then extracts the text from the plates and stores it in a database. Testing showed 100% accuracy in plate detection and 92.32% accuracy for character recognition of 7-8 character alphanumeric plates. The system is web-based and uses APIs to allow online and cross-platform use.

Author

Idham Triyunanto

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