Deep learning object detection model that finds out dental malpractice from tooth x-ray images.
Dataset collected from an anonymous hospital and labelled by medical professional. Dataset contains 4 classes:
- No endodontic treatment.
- Complte endodontic treatment.
- Incomplete endodontic treatment.
- Total enodontic failure.
| Model | mAP 0.5 | precision |
|---|---|---|
| YOLOv7 | 0.684 | 0.82 |