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Dental Classification
Teeth Detection & Labelling
Artificial Intelligence (AI) in Dentistry - Deep learning teeth detection and classification software development
With the use of artificial intelligence, a deep learning approach was developed to automatically detect, classify and enumerate teeth found in x-rays. The dental software was developed to systemize the process of dental charting and reduce the potential risk of human errors. The integration of AI in dentistry does not only automate processes but allows dental practices to operate more efficiently.
Domain:
AI / Machine Learning / Deep Learning
Service Type:
Research & Development
Tech Used:
Set of X-Ray Images
1230 Images
Chose pre-trained
Model
Model
(Faster RCNN
Inception v2)
Inception v2)
Initial Model & Parameters
Labelling Teeth
Initial Model & Parameters
Converting labels in
Readable File
Initial Model & Parameters
Re-Trained Model
Model
Feedback
Evaluation
Initial Model & Parameters
Labelling
(Computer Vision)
Precision Rate:
Run 1
Adult Teeth:
94%
Primary Teeth:
80%
Wisdom Teeth:
74%
Run 2
Adult Teeth:
99%
Primary Teeth:
70%
Wisdom Teeth:
74%
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