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python, pandas, keras_ocr, label_studio, cv2 

Text detection and recognition

The system is designed to recognize license plate characters. The project entailed collecting and generating data. Cleaning data, using YOLO11 and extracting roi. Training Keras_ocr on Croatian registration plates. The model has an accuracy of 92%.


>Link GitHub
slika_detekcija.jpg