AlesKas

AlesKas's Stars

• jeya-maria-jose/UNeXt-pytorch

  Official Pytorch Code base for "UNeXt: MLP-based Rapid Medical Image Segmentation Network", MICCAI 2022

  Language:Python49177

• usr922/wseg

  [CVPR'22] Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast

  Language:Python12614

• Britefury/cutmix-semisup-seg

  Semi-supervised semantic segmentation needs strong, varied perturbations

  Language:Jupyter Notebook16323

• CompVis/stable-diffusion

  A latent text-to-image diffusion model

  Language:Jupyter Notebook69.2k10.3k

• DebeshJha/ResUNetPlusPlus

  Official code for ResUNetplusplus for medical image segmentation (TensorFlow & Pytorch implementation)

  Language:Python19142

• DengPingFan/PraNet

  PraNet: Parallel Reverse Attention Network for Polyp Segmentation, MICCAI 2020 (Oral). Code using Jittor Framework is available.

  Language:Python472123

• voldemortX/DST-CBC

  Implementation of our Pattern Recognition paper "DMT: Dynamic Mutual Training for Semi-Supervised Learning"

  Language:Python13617

• China-LiuXiaopeng/BraTS-DMFNet

  Language:Python18344

• KGPML/Hyperspectral

  Deep Learning for Land-cover Classification in Hyperspectral Images.

  Language:Jupyter Notebook298138

• xamyzhao/brainstorm

  Implementation of "Data augmentation using learned transforms for one-shot medical image segmentation"

  Language:Python39491

• cv-lee/BraTs

  PyTorch & Keras implementation for BraTs (Brain Tumor Segmentation)

  Language:Python25683

• arnab39/FewShot_GAN-Unet3D

  Tensorflow implementation of our paper: Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning

  Language:Python38583

• jcreinhold/intensity-normalization

  normalize the intensities of various MR image modalities

  Language:Python31659

• Junjue-Wang/LoveDA

  [NeurIPS 2021] LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation

  Language:Python37653

• irfanICMLL/structure_knowledge_distillation

  The official code for the paper 'Structured Knowledge Distillation for Semantic Segmentation'. (CVPR 2019 ORAL) and extension to other tasks.

  Language:Python712104

• YudeWang/SEAM

  Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation, CVPR 2020 (Oral)

  Language:Python54397

• sdsubhajitdas/Brain-Tumor-Segmentation

  Brain Tumor Segmentation done using U-Net Architecture.

  Language:Jupyter Notebook27364

• WAMAWAMA/TNSCUI2020-Seg-Rank1st

  This is the source code of the 1st place solution for segmentation task in MICCAI 2020 TN-SCUI challenge.

  Language:Python48678

• bigmb/Unet-Segmentation-Pytorch-Nest-of-Unets

  Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet

  Language:Python2k352

• VITA-Group/GLNet

  [CVPR 2019, Oral] "Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images" by Wuyang Chen*, Ziyu Jiang*, Zhangyang Wang, Kexin Cui, and Xiaoning Qian

  Language:Python34876

• fepegar/unet

  "pip install unet": PyTorch Implementation of 1D, 2D and 3D U-Net architecture.

  Language:Python15821

• MrGiovanni/ModelsGenesis

  [MICCAI 2019 Young Scientist Award] [MEDIA 2020 Best Paper Award] Models Genesis

  Language:Jupyter Notebook745142

• cheng-01037/Self-supervised-Fewshot-Medical-Image-Segmentation

  [ECCV'20] Self-supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation (code&data-processing pipeline)

  Language:Python40750

• cosmic-cortex/pytorch-UNet

  2D and 3D UNet implementation in PyTorch.

  Language:Python14940

• Mehrdad-Noori/Brain-Tumor-Segmentation

  Attention-Guided Version of 2D UNet for Automatic Brain Tumor Segmentation

  Language:Python21735

• houqb/SPNet

  Code for our CVPR2020 paper "Strip Pooling: Rethinking Spatial Pooling for Scene Parsing"

  Language:Python39657

• baidu-research/NCRF

  Cancer metastasis detection with neural conditional random field (NCRF)

  Language:Python759183

• mlyg/unified-focal-loss

  Language:Python15423

• ShawnBIT/UNet-family

  Paper and implementation of UNet-related model.

  Language:Python2.5k504

• JunMa11/SOTA-MedSeg

  SOTA medical image segmentation methods based on various challenges

  1.6k200