This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation.

Official PyTorch implementation of "Extract Free Dense Labels from CLIP" (ECCV 22 Oral)

Non-local U-Nets for Biomedical Image Segmentation

Fast R-CNN

Implement of CVPR2024 'Infrared Small Target Detection with Scale and Location Sensitivity'

Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation

[NeurIPS'19] Domain Generalization via Model-Agnostic Learning of Semantic Features

Optimization learning for image registration.

Feature Analysis Explorer

Fast Medical Segment Anything

Tensorflow Code for "PHiSeg: Capturing Uncertainty in Medical Image Segmentation", Proc. MICCAI 2019

🍻 awesome cheatsheet

How distance transform maps can assist medical image segmentation?

This repo contains implementation of semi-supervised defect segmentation based on pairwise similarity map consistency and ensemble-based cross pseudo labels

[TMI 2025] Zig-RiR: Zigzag RWKV-in-RWKV for Efficient Medical Image Segmentation