An end-to-end real-time Automatic Number Plate Recognition (ANPR) system that combines YOLOv8 for precise license plate detection and a CRNN (PyTorch) for accurate alphanumeric recognition. It efficiently processes live video feeds from a smartphone’s IP camera, enabling fast, reliable, and practical number plate identification.

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