SmileAI X-Ray: Deep Learning System for Dental X-Ray Analysis and Diagnosis

The Smile-AI-X-Ray project functions as an advanced artificial intelligence system for analyzing dental X-ray images بهدف دعم التشخيص الطبي وتحسين دقة تقييم حالات الأسنان. Its primary role is to assist in the automatic detection and analysis of dental structures and potential abnormalities within X-ray images.

The system processes dental radiographs by applying image preprocessing techniques such as normalization and contrast enhancement to improve image quality. It then uses deep learning models—often convolutional neural networks or segmentation architectures—to identify and analyze key features, including teeth boundaries, cavities, or other pathological conditions.

The function of this project is not limited to classification; it may also include segmentation and localization of affected regions, providing visual outputs that highlight areas of concern. This assists dentists and medical professionals in making faster and more accurate decisions, reducing human error and improving diagnostic efficiency.

Ultimately, the project serves as a decision-support tool in the field of medical imaging, combining artificial intelligence with healthcare to enhance diagnostic capabilities, streamline workflows, and contribute to the advancement of digital dentistry.