AI-RESEARCHER-2024
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README.md
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license: mit
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license: mit
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AI in Dentistry Advancing Imaging and Clinical Transcription
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This repository contains the code for AI Dentistry application. The application is based on three models:
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1. **Calculus and Caries Detection**: This model is based on the VGG architecture and is trained on the [Dental Condition Dataset](https://www.kaggle.com/datasets/salmansajid05/oral-diseases/data).
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2. **Caries Detection**: This model performs caries detection using Yolov8 model. This model is sourced from the [Yolov8 Caries Detector](https://github.com/AndreyGermanov/yolov8_caries_detector).
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3. **Dental Image Segmentation**: This model performs semantic segmentation in one-shot panoramic x-ray image by using deep learning method with U-Net Model. The model is sourced from [Segmentation-of-Teeth-in-Panoramic-X-ray-Image-Using-U-Net](https://github.com/SerdarHelli/Segmentation-of-Teeth-in-Panoramic-X-ray-Image-Using-U-Net).
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