How Our Service Works
User uploads a panoramic dental X-ray (orthopantomogram) via a simple web interface.
Our AI model (YOLO) analyzes the image, detecting and segmenting dental pathologies such as cavities, fillings, bone loss, and lesions.
Detected areas are highlighted with colored overlays and connected to numbered annotations by red callout lines for clear visualization.
The annotated image and a summary report with pathology names and confidence scores are returned for easy review.
Technologies We Use
Flask for the web backend and API handling.
YOLO (Ultralytics) as the core AI model for detection and segmentation.
OpenCV and Pillow (PIL) for image processing and annotation rendering.
Docker for containerized and portable deployment.
