JSunderground

JSunderground's Stars

• mrgloom/awesome-semantic-segmentation

  :metal: awesome-semantic-segmentation

  10.5k441252.5k

• qubvel-org/segmentation_models.pytorch

  Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

  Language:Python9.4k796361.6k

• cupy/cupy

  NumPy & SciPy for GPU

  Language:Python8.1k1262.3k808

• JunMa11/SegLossOdyssey

  A collection of loss functions for medical image segmentation

  Language:Python3.8k9847596

• wandb/examples

  Example deep learning projects that use wandb's features.

  Language:Jupyter Notebook1.1k1684291

• ZhengPeng7/BiRefNet

  [CAAI AIR'24] Bilateral Reference for High-Resolution Dichotomous Image Segmentation

  Language:Python995125977

• sithu31296/semantic-segmentation

  SOTA Semantic Segmentation Models in PyTorch

  Language:Python8281658148

• Angzz/awesome-panoptic-segmentation

  Panoptic Segmentation Resources List

  55239499

• davidcaron/pclpy

  Python bindings for the Point Cloud Library (PCL)

  Language:Python4191211059

• rapidsai/cucim

  cuCIM - RAPIDS GPU-accelerated image processing library

  Language:Jupyter Notebook3381323358

• Visceral-Project/EvaluateSegmentation

  A program to evaluate the quality of image segmentations.

  Language:C++313181788

• NITR098/Awesome-U-Net

  Official repo for Medical Image Segmentation Review: The success of U-Net

  Language:Jupyter Notebook2504836

• mitroadmaps/roadtracer

  Language:Python226164375

• jocpae/clDice

  Language:Python21142526

• Serge-weihao/CCNet-Pure-Pytorch

  Criss-Cross Attention (2d&3d) for Semantic Segmentation in pure Pytorch with a faster and more precise implementation.

  Language:Python18232121

• aidos-lab/pytorch-topological

  A topological machine learning framework based on PyTorch

  Language:Python14752820

• janelia-flyem/gala

  Automatic segmentation of electron microscopy volumes

  Language:Python76113229

• PengchengShi1220/NexToU

  NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation

  Language:Python543102

• PengchengShi1220/cbDice

  [MICCAI 2024] Centerline Boundary Dice Loss for Vascular Segmentation

  Language:Python38423

• zkl20061823/JTFN

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

  Language:Python26344

• subeeshvasu/Awsome_Delineation

  21202

• cat-list/cat-list.github.io

  Computational and Applied Topology List

  Language:JavaScript18414

• ChaoXiang661/DTrC-Net

  crack segmentation

  Language:Python13220

• 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:Python10203

• looooongChen/sortedAP

  Language:Python71

• sciml-leeds/sciml-leeds.github.io

  Website for Scientific Machine Learning community at University of Leeds

  Language:Jupyter Notebook54160

• DeepNeuron-AI/Training

  Official Monash DeepNeuron Training!

  Language:Jupyter Notebook43010

• kstepanov7/TopoAL

  Adversarial Approach for Road Segmentation

  Language:Python41

• fardinbh/NVE-DGCNN

  Normal Vector Enhanced Deep Graph Convolutional Neural Network for 3D Point Cloud Surface Defect Semantic Segmentation

  Language:Python320

• ZoeHancox/pytesting_and_pypi_tutorial

  Basic tutorial for testing and packaging Python code.

  Language:Jupyter Notebook2