This repository contains the prototype for my undergraduate thesis at the Faculty of Computer Science, University of Indonesia. The project focuses on the "Development of Object Detection and Classification Models for Early Diagnosis in Orthodontics" and was completed in December 2023.
This prototype utilizes Object Detection and Classification models for early diagnosis in orthodontics. By uploading your photo to the program, you can receive an instant orthodontic diagnosis, including assessments such as Face Symmetry (Horizontally and Vertically), Face Types, Smile Lines, and many more.
Follow these steps to use the prototype:
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Clone or Download: Clone or download this repository to your local machine.
git clone https://github.com/your-username/thesis-porto.git
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Navigate to the Project Folder: Open the terminal and go to the root directory of the project.
cd thesis-porto -
Run the Backend: Execute the following command to run the backend.
python3 main.py
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Run the Frontend: Navigate to the "react_upload" folder and run the frontend.
cd react_upload npm start -
Access the Program Locally: Open your web browser and go to the local address provided (e.g., http://localhost:3000) to access the program.
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Upload Photos for Diagnosis: Use the website interface to upload your photos and obtain orthodontic diagnoses instantly.
This program is not for public use.
Contact me if you have a desire for further development of this prototype.