Abstract: Handwritten character recognition is a fundamental problem in pattern recognition and machine learning with numerous applications in diverse fields. Vehicle registration name-plate ...

For OCR, make sure EasyOCR, Tesseract, or RapidOCR is installed and configured. For VLM, ensure the correct model and transformers version are available, and that remote services are enabled if needed ...