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
- Upload a panoramic dental X-ray (JPEG/PNG).
- Click "Run Segmentation".
- 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