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@Radiance-Of-The-Smile

Radiance Of The Smile

Full Stack Tool which aims to solve Dentex Grand Challenge 2023
README.md

Radiance Of The Smile: A Complete Deep Learning Approach

Introduction

ROTS is an innovative solution designed to provide dentists with actionable insights through advanced teeth detection and disease classification. Utilizing modern Object Detection Models and Transfer Learning, this platform aims in easing manual X-Ray analysis significantly.

Technologies Used

  • Backend: FASTAPI
  • Frontend: ReactJS
  • Object Detection and Classification: YOLOv8 and DenseNet121

Features

  • Upload/Remove Image
  • Quadrant and Teeth Detection
  • Detailed 5 category classification for all teeth
  • Download Processed Image

Poster

Poster

Getting Started

Installation

Check the backend and the frontend repositories for installation

Authors

Acknowledgments

Thanks to Mr. Hamad Ul Qudous for supervising the project.

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  1. backend backend Public

    Python 3

  2. frontend frontend Public

    JavaScript 1

  3. .github .github Public

  4. frontend-deployment frontend-deployment Public

    JavaScript

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