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@Dentect

Dentect

Dental Diseases Detection - GP

DENTECT

Dental Disease Detection based on CNN for Panoramic Dental Radiographs

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

Paper Link: Dental Disease Detection based on CNN for Panoramic Dental Radiographs


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.


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


Dataset

  • Data is available upon request, so contact us through this email and your request will be considered.

License

The project is available under the MIT License.

Popular repositories Loading

  1. dental-diseases-detection-backend dental-diseases-detection-backend Public

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

    TypeScript 1

  2. dental-diseases-detection-frontend dental-diseases-detection-frontend Public

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

    TypeScript 1

  3. dental-diseases-detection-model dental-diseases-detection-model Public

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

    Python 1

  4. .github .github Public

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

    1

  5. Dentect Dentect Public

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

    Python 2

Repositories

Showing 5 of 5 repositories
  • .github Public

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

    Dentect/.github’s past year of commit activity
    0 MIT 1 0 0 Updated Mar 8, 2024
  • Dentect Public

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

    Dentect/Dentect’s past year of commit activity
    Python 0 MIT 2 0 0 Updated Sep 1, 2023
  • dental-diseases-detection-frontend Public

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

    Dentect/dental-diseases-detection-frontend’s past year of commit activity
    TypeScript 0 MIT 1 0 0 Updated Sep 1, 2023
  • dental-diseases-detection-model Public

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

    Dentect/dental-diseases-detection-model’s past year of commit activity
    Python 0 MIT 1 0 0 Updated Sep 1, 2023
  • dental-diseases-detection-backend Public

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

    Dentect/dental-diseases-detection-backend’s past year of commit activity
    TypeScript 0 MIT 1 0 0 Updated Sep 1, 2023

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