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dental-findings-yolo-detector
gegesay89/dental-findings-yolo-detector
dental-findings-yolo-detector is a machine learning model from gegesay89. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as other.
This repository stores the optional multi-class dental findings model used by the Group 2 dental AI demo.
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Updated Jul 9, 2026
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- License
- other
- Access
- Public
- Created
- Jul 9, 2026
- Updated
- Jul 9, 2026
- SHA
- b891c489
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Model card
From the Hugging Face model README
Dental Findings YOLO Segmentation Model
This repository stores the optional multi-class dental findings model used by the Group 2 dental AI demo.
The checkpoint is separate from the U-Net tooth segmentation model and separate from the caries-arrow YOLO detector. It is a YOLO segmentation checkpoint with 31 trained classes, including caries, crowns, fillings, implants, periapical lesions, missing teeth, bone loss, root canal treatment, cysts, and root resorption.
Default hosted file:
dental_disease_panoramic_yolov8seg/best.pt
The Streamlit and Flask/iHIS demos filter the model output to commonly useful findings/restorations by default so normal anatomy classes do not overwhelm the visual output.
Educational demo only. Not for clinical diagnosis.
- License
- other
- Created
- Jul 9, 2026
- Updated
- Jul 9, 2026