Graduation Project Deep Learning Algorithms for Dental X-rays

Built a deep learning model for analyzing panoramic dental X-rays to assist dentists.

• Implemented image contouring using U-Net architecture, OpenCV, TensorFlow 2.

• Used Roboflow for dataset preprocessing and OpenCV for image contouring.

• Fine-tuned a YOLOv5 model (PyTorch) for cavity detection.

• Deployed the AI model in a Streamlit-based web app with PDF generation.