Hierarchical Multi-Label Object Detection to Analyze Panoramic Dental X-rays
- Developed a pipeline having a Co-DETR-based tooth detection model and an Efficient-net-based disease classification model with focal loss, intelligent data subset selection and geometric augemntations to counter class imbalance
- Used Haar-wavelet transform for compression and feature extraction, successfully giving a 50% training time reduction