https://github.com/nirzu97/project-dental-disease-detection

In this project various dental diseases like caries, periodontics, impacted teeth etc. are detected and localized in panoramic dental x-ray using computer vision.
https://github.com/nirzu97/project-dental-disease-detection

computer-vision opencv python tensorflow transfer-learning

Last synced: 13 days ago
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In this project various dental diseases like caries, periodontics, impacted teeth etc. are detected and localized in panoramic dental x-ray using computer vision.

• Host: GitHub
• URL: https://github.com/nirzu97/project-dental-disease-detection
• Owner: Nirzu97
• Created: 2020-10-02T07:53:05.000Z (about 4 years ago)
• Default Branch: main
• Last Pushed: 2024-04-01T13:26:25.000Z (8 months ago)
• Last Synced: 2024-10-24T20:06:51.775Z (21 days ago)
• Topics: computer-vision, opencv, python, tensorflow, transfer-learning
• Language: Jupyter Notebook
• Homepage: https://github.com/Nirzu97/Dental-Disease-Detection/blob/main/Screenshot%20of%20final%20output.JPG
• Size: 23 MB
• Stars: 26
• Watchers: 1
• Forks: 9
• Open Issues: 4
• Metadata Files:
  • Readme: README.md

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README

        
# Dental-Disease-Detection-From-Panoramic-Dental-X-ray

In this project various dental diseases like caries, periodontics, impacted teeth etc. are detected and localized in panoramic dental x-ray using computer vision.

Technologies and concepts used: image processing, object detection and localization, Convolution Neural Network(Faster RCNN),transfer learning.

Tools & libraries used: Python 3, numpy, pandas, OpenCV, PIL, TensorFlow, Keras, Google collab, Kaggle notebook

Checkout output images and ppt for more details about the project.

Note: This is very early prototype of the final project. I am not able to upload entire final project due to company policy. Result images are taken from the final project result.