Egyptian car plate recognition based on YOLOv8, Easy-OCR, and CNN
Amany Sarhan,
Rowyda Abdel-Rahem,
Bassel Darwish
et al.
Abstract:This research presents an innovative approach to Egyptian car plate recognition using YOLOv8 and optical character recognition (OCR) technologies. Leveraging the powerful object detection capabilities of YOLOv8, the system efficiently detects car plates within images, videos, or real-time. Subsequently, OCR algorithms are applied to extract alphanumeric characters from the identified plates, facilitating accurate license plate recognition. The integration of YOLOv8 and OCR enhances the system's robustness in v… Show more
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