Built a multi-label retinal imaging pipeline and fine-tuned CNNs for DR, Glaucoma, and AMD.
Developed the pipeline and contributed to model fine-tuning.
Used Python, PyTorch, ResNet18, EfficientNet, and pretrained CNNs.
Built a multi label medical imaging pipeline for DR, Glaucoma, and AMD.
Fine tuned pretrained CNNs.
Handled class imbalance with Focal and CB Loss.
Applied attention modules and ensemble strategies with TTA.