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BRP10/dental-attrition-detector

sourceHugging Facemitupdated 5mo agoView on Hugging Face
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App README

๐Ÿฆท DentAI โ€“ Dental Attrition Wear Detector

CNN-based classifier for grading dental attrition wear severity from clinical photographs.

Classes

GradeLabelDescription
0No WearHealthy enamel, no visible attrition
1Mild WearEarly enamel loss, monitor
2Moderate WearDentine exposed, treatment planning needed
3Severe WearSignificant structure loss, urgent referral

Model

  • โ€”Architecture: Custom CNN (TensorFlow/Keras)
  • โ€”Training images: 78
  • โ€”Accuracy: 78.9%
  • โ€”Expert validators: 258 clinicians

Files

  • โ€”app.py
  • โ€”requirements.txt
  • โ€”dentalattritionmodel.h5