Alternatives and similar repositories for segmentation_models.pytorch

Users that are interested in segmentation_models.pytorch are comparing it to the libraries listed below

• xiaofang007 / CTO
  ☆52Updated last week
• jlcsilva / EfficientUNetPlusPlus
  Decoder architecture based on the UNet++. Combining residual bottlenecks with depthwise convolutions and attention mechanisms, it outperf…
  ☆66Updated 3 years ago
• FengheTan9 / CMUNeXt
  [ISBI 2024 Oral] Official Pytorch Code base for "CMUNeXt: An Efficient Medical Image Segmentation Network based on Large Kernel and Skip …
  ☆95Updated 5 months ago
• Thanos-DB / FullyConvolutionalTransformer
  [WACV 2023] Official implementation of The Fully Convolutional Transformer for Medical Image Segmentation
  ☆131Updated last year
• oikosohn / compound-loss-pytorch
  Compound loss for PyTorch
  ☆45Updated 2 years ago
• jcwang123 / xboundformer
  [TMI 2023] XBound-Former: Toward Cross-scale Boundary Modeling in Transformers
  ☆48Updated 2 years ago
• Qiming-Huang / ssformer
  ☆59Updated 2 years ago
• nikhilroxtomar / TGANet
  TGANet: Text-guided attention for improved polyp segmentation [Early Accepted & Student Travel Award at MICCAI 2022]
  ☆73Updated 2 years ago
• chaineypung / Pytorch-Swin-Unet-V2
  Swin Unet V2 is a modified version of Swin Unet based on Swin Transfomer V2.
  ☆59Updated 3 months ago
• DLWK / EANet
  [PR2022] The Code of “EANet: Iterative Edge Attention Network for Medical Image Segmentation”
  ☆59Updated 2 years ago
• kochlisGit / Unet3-Plus
  Clean Implementation of Unet3+ and validation on Cityscapes dataset.
  ☆33Updated 2 years ago
• 282857341 / UNet-2022
  ☆78Updated 2 years ago
• apple1986 / LeViT-UNet
  For medical image segmentation
  ☆38Updated 3 years ago
• HiLab-git / ACELoss
  Implementations of "Learning Euler's Elastica Model for Medical Image Segmentation"
  ☆74Updated 4 years ago
• Dootmaan / MT-UNet
  Official Code for *Mixed Transformer UNet for Medical Image Segmentation*
  ☆181Updated 2 months ago
• Xiaoqi-Zhao-DLUT / MSNet-M2SNet
  (MICCAI 2021) Automatic Polyp Segmentation via Multi-scale Subtraction Network
  ☆123Updated last year
• xmindflow / DAEFormer
  [MICCAI 2023] DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation
  ☆115Updated last year
• Zyun-Y / DconnNet
  Codes for CVPR2023 paper "Directional Connectivity-based Segmentation of Medical Images"
  ☆149Updated last year
• HUANGLIZI / ScribFormer
  [IEEE Transactions on Medical Imaging/TMI] This repository is the official implementation of the paper ScribFormer: Transformer Makes CNN…
  ☆64Updated last year
• LeonidAlekseev / Swin-UNETR
  A novel segmentation model termed Swin UNEt TRansformers (Swin UNETR). Specially for the task of 3D semantic segmentation.
  ☆45Updated 2 years ago
• NITR098 / AttSwinUNet
  Official implementation code for Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation paper
  ☆61Updated last year
• usagisukisuki / Adaptive_t-vMF_Dice_loss
  ☆44Updated 4 months ago
• ESandML / FCBFormer
  Official code repository for: FCN-Transformer Feature Fusion for Polyp Segmention (MIUA 2022 paper)
  ☆73Updated last year
• xq141839 / DCSAU-Net
  Elsevier-CIBM-2023: A deeper and more compact split-attention U-Net for medical image segmentation
  ☆82Updated last year
• FengheTan9 / CMU-Net
  [ISBI 2023] Official Pytorch implementation of "CMU-Net: A Strong ConvMixer-based Medical Ultrasound Image Segmentation Network"
  ☆76Updated 5 months ago
• ZhifangDeng / MISSFormer
  ☆106Updated 2 years ago
• kingo233 / FCT-Pytorch
  pytorch implementation for The Fully Convolutional Transformer(FCT)
  ☆40Updated last year
• yhygao / UTNet
  Official implementation of UTNet: A Hybrid Transformer Architecture for Medical Image Segmentation
  ☆190Updated last year
• sorrowyn / Awesome_Transformer_for_medical_image_analysis
  Awesome_Transformer_for_medical_image_analysis
  ☆16Updated 3 years ago
• ZJUGiveLab / ScaleFormer
  ☆33Updated 2 years ago