Multi-task PyTorch deep learning pipeline for oral pathology classification. Features a custom CNN architecture leveraging Vision Transformers/ResNet to simultaneously predict binary lesions (benign vs malignant) and fine-grained subtypes. Includes rigorous stratified resampling to prevent data leakage, learning rate scheduling & early stopping.
machine-learning computer-vision deep-learning cnn pytorch data-engineering image-classification resnet multi-task-learning vision-transformers timm
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Updated
May 28, 2026 - TeX