Work

Projects

A collection of deep learning systems, research tools, and applications built across medical imaging, NLP, and beyond.

2 projects

Medical AIOpen Source

Featured

Awesome Lung CT Datasets

A curated, open-source collection of 15+ publicly available lung CT datasets with segmentation annotations — designed to help researchers quickly find the right data for medical image analysis.

Medical ImagingCT ScansOpen SourceGitHub

Code

DiffSeg — Unsupervised Zero-Shot Segmentation with Stable Diffusion

Computer VisionDeep Learning

Featured

DiffSeg — Unsupervised Zero-Shot Segmentation with Stable Diffusion

Unofficial PyTorch reimplementation of DiffSeg (CVPR 2024) — segment any image with zero labels, zero training, zero text prompts, using only the self-attention maps of a frozen Stable Diffusion UNet.

PyTorchDiffusersGradioHuggingFace Spaces+1

Code Demo