TY-Shi

nnUNet

TopoInteraction

This repository contains the implementation for our work "Learning Topological Interactions for Multi-Class Medical Image Segmentation", accepted to ECCV 2022 (Oral)

research-contributions

Implementations of recent research prototypes/demonstrations using MONAI.

ICCV2023-Papers-with-Code

ICCV 2023 论文和开源项目合集

Swin-Transformer

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

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

AFN

Affinity Feature Strengthening for Accurate, Complete and Robust Vessel Segmentation(JBHI)

NetMets

Network comparison and visualization

FreeCOS

FreeCOS: Self-Supervised Learning from Fractals and Unlabeled Images for Curvilinear Object Segmentation (ICCV2023)

kimimaro

Skeletonize densely labeled 3D image segmentations with TEASAR. (Medial Axis Transform)

app2_py

python version for app2

NetMets

NetMets version 2rd

kaist2bag

A tool to generate rosbag from KAIST dataset measurements

liw_oam

[IROS 2023] A LiDAR-inertial-wheel odometry and mapping system based on BA framework.

vessel_tree_generator

deepvesselnet

Implementation of the DeepVesselNet deep learning network

midas-journal-794

VascuSynth: Vascular Tree Synthesis Software

vessel-flow-consistency-ssl

This is the code for the MICCAI 2021 paper Self-Supervised Vessel Enhancement Using Flow-Based Consistencies.

CGI-Stereo

A novel neural network architecture that can concurrently achieve real-time performance, competitive accuracy, and strong generalization ability.

SDV-LOAM

[TPAMI 2023] A cascaded vision-LiDAR odometry and mapping system

sr_lio

A LiDAR-inertial odometry (LIO) package that can adjust the execution frequency beyond the sweep frequency

FreeSOLO

FreeSOLO for unsupervised instance segmentation, CVPR 2022

info-nce-pytorch

PyTorch implementation of the InfoNCE loss for self-supervised learning.

IGEV

[CVPR 2023] Iterative Geometry Encoding Volume for Stereo Matching and Multi-View Stereo

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

ContrastMask

Official code for "ContrastMask: Contrastive Learning to Segment Every Thing" (CVPR2022)

RGBD-DSO

This is the RGB-D version of monocular DSO

AADG

[TMI'22] "AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation".

ReDO

Code for paper Unsupervised Object Segmentation by Redrawing