What my caries detector gets wrong
A failure-mode tour of my YOLOv8 caries-detection model — where it slips, why, and what I'd change next.
- mAP50 0.813
- F1 0.97
- recall 0.78
Research
Research
Model experiments, failure analyses, and findings — written up honestly, with the metrics and the things I'd do differently. Each post links its repo or paper where one exists.