---
title: Capstone
emoji: 🌖
colorFrom: blue
colorTo: purple
sdk: docker
app_port: 7860
---

# Dental X-Ray Segmentation Capstone

This Space hosts a deep learning model for the automatic segmentation of dental panoramic X-rays.

## How to use
1. Upload a panoramic dental X-ray (JPEG/PNG).
2. Click "Run Segmentation".
3. View the overlay and detection data.

## Citations and References

This project utilizes the following research and datasets. Please cite them if you use this work:

> Brahmi, W., & Jdey, I. (2024). Automatic tooth instance segmentation and identification from panoramic X-Ray images using deep CNN. *Multimedia Tools and Applications, 83*(18), 55565–55585.
> Brahmi, W., Jdey, I., & Drira, F. (2024). Exploring the role of Convolutional Neural Networks (CNN) in dental radiography segmentation: A comprehensive Systematic Literature Review. *Engineering Applications of Artificial Intelligence, 133*, 108510.
> Abderrahim, H. (2020). *Panoramic Dental X-rays* [Data set]. Mendeley Data, V3.  
> Available at: [https://data.mendeley.com/datasets/73n3kz2k4k/3](https://data.mendeley.com/datasets/73n3kz2k4k/3)