Dental Diseases Detection

A website application that dentists can use to diagnose specific abnormalities in less time and with better accuracy using panoramic dental radiography.

Used Technologies

This project is built in Typescript using the MERN stack for the website, Python using Flask for the detection, and YOLO V5 for model training and testing.

• MongoDB
• ExpressJS
• ReactJS
• NodeJS
• Flask
• YOLO V5

Running Dentect

Download Dentect Back-end, Front-end, and Detection Model.

git clone https://github.com/Dentect/dental-diseases-detection-backend.git

git clone https://github.com/Dentect/dental-diseases-detection-frontend.git

git clone https://github.com/Dentect/dental-diseases-detection-model.git

Features

Our end-user is the dentist who can

• SignUp and SignIn
• Add new patient
• Upload the patient's X-ray and display detection
• View patient's data
• View patient's old X-rays
• Add comments on Detection
• Give a feedback

Demo

Dentect-Demo.mp4

Contributors

• Tassneem Hamdy
• Heba Amr
• Manar El-Bagoury
• Omar Ahmed
• Marwan Akram
• Mariam Attia

License

The project is available under the MIT License.