This project is a YOLOv8n-based license plate recognition system using transfer learning and CUDA for fast detection. OpenCV enhances plate visibility, Tesseract OCR extracts alphanumeric characters, and text is cleaned for accuracy. A dark-themed Tkinter interface enables easy model loading, image selection, and result display.