JSunderground

JSunderground's Stars

• maziarraissi/Applied-Deep-Learning

  Applied Deep Learning Course

  3.2k978673

• liliu-avril/Awesome-Segment-Anything

  This repository is for the first comprehensive survey on Meta AI's Segment Anything Model (SAM).

  84321755

• Angzz/awesome-panoptic-segmentation

  Panoptic Segmentation Resources List

  55239499

• lhoyer/DAFormer

  [CVPR22] Official Implementation of DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation

  Language:Python46748993

• mitroadmaps/roadtracer

  Language:Python234164376

• Zyun-Y/DconnNet

  Codes for CVPR2023 paper "Directional Connectivity-based Segmentation of Medical Images"

  Language:Python1402347

• iMED-Lab/CS-Net

  CS-Net (MICCAI 2019) and CS2-Net (MedIA 2020)

  Language:Python952820

• janelia-flyem/gala

  Automatic segmentation of electron microscopy volumes

  Language:Python76113229

• MIC-DKFZ/Skeleton-Recall

  Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures

  Language:Python73745

• dingmyu/Pytorch-Topology-Aware-Delineation

  A pytorch implementation of "Beyond the Pixel-Wise Loss for Topology-Aware Delineation"

  Language:Python46125

• nstucki/Betti-matching

  Language:Python46373

• Saumya-Gupta-26/struct-uncertainty

  This repository contains the implementation for our work "Topology-Aware Uncertainty for Image Segmentation", accepted to NeurIPS 2023.

  Language:C++39632

• usagisukisuki/Adaptive_t-vMF_Dice_loss

  Language:Python34123

• yuki3-18/Topological-DVAE

  An implementation of Denoising Variational AutoEncoder with Topological loss

  Language:Python30223

• zkl20061823/JTFN

  Joint Topology-preserving and Feature-refinement Network for Curvilinear Structure Segmentation (ICCV21)

  Language:Python26354

• doruk-oner/TOPO-Windowed-Loss

  Language:Python221

• EndoluminalSurgicalVision-IMR/Connectivity-Aware-Airway-Segmentaion

  [IEEE JBHI 2024] Towards Connectivity-Aware Pulmonary Airway Segmentation

  Language:Python21100

• nick-byrne/topological-losses

  Topological losses for spatially coherent CNN-based (multi-class) image segmentation in 2D and 3D

  Language:Jupyter Notebook20

• smilell/Topology-aware-Segmentation-using-Euler-Characteristic

  Code for MICCAI 2023 paper: Robust Segmentation via Topology Violation Detection and Feature Synthesis

  Language:Python20102

• mwyburd/TEDS-Net

  Overview of architecture and implementation of TEDS-Net, as described in MICCAI 2021: "TEDS-Net: Enforcing Diffeomorphisms in Spatial Transformers to Guarantee TopologyPreservation in Segmentations"

  Language:Python18315

• 5k5000/DeepClosing

  The code of our paper 'Deep Closing: Enhancing Topological Connectivity in Medical Tubular Segmentation'

  Language:Python12210

• clovermini/Skea_topo

  The PyTorch implementation of the skea-topo aware loss proposed in paper: Enhancing Boundary Segmentation for Topological Accuracy with Skeleton-based Methods

  Language:Python12303

• sciml-leeds/sciml-leeds.github.io

  Website for Scientific Machine Learning community at University of Leeds

  Language:Jupyter Notebook54163

• smilell/Universal-Topology-Refinement

  Code for paper: Universal Topology Refinement for Medical Image Segmentation with Polynomial Feature Synthesis, MICCAI 2024

  Language:Python5

• Dabao55/GapLoss

  Implementation of GapLoss based on pytorch

  Language:Python4110

• DeepNeuron-AI/Training

  Official Monash DeepNeuron Training!

  Language:Jupyter Notebook43011

• aim-lab/Lirot.ai

  3200

• onvungocminh/PathLoss

  Language:C++20

• xychen2022/ContextualStructuralSimilarity

  Language:Python2100

• jpparella/vessel_algorithm

  Projeto de processamento de imagens utilizando PYTHON - Criação de métrica para avaliação de erros e problemas de segmentação em regiões com baixo contraste e algoritmo para gerar regiões de baixo contraste para treino de redes neurais

  Language:Jupyter Notebook1