PyTorch

Robustness Metrics for Tumor Volume Delineation CNN featured image

Robustness Metrics for Tumor Volume Delineation CNN

Designed robustness metrics for the nnU-Net medical imaging model, using MONAI to test performance against severe data augmentations on CT scans.

Multimodal Dialogue Generation for The Office TV Show featured image

Multimodal Dialogue Generation for The Office TV Show

A unified Deep Learning pipeline combining CNNs (VGG16), CLIP, and GPT-2 to generate character-specific dialogue based on scene context.