Alternatives and similar repositories for SOTA-Vision

Users that are interested in SOTA-Vision are comparing it to the libraries listed below

• apple1986 / LeViT-UNet
  For medical image segmentation
  ☆38Updated last month
• yhygao / UTNet
  Official implementation of UTNet: A Hybrid Transformer Architecture for Medical Image Segmentation
  ☆197Updated 2 years ago
• rezazad68 / TMUnet
  Contextual Attention Network: Transformer Meets U-Net
  ☆95Updated 3 years ago
• kiharalab / ACC-UNet
  ACC-UNet is A Completely Convolutional UNet model inspired from transformer-based UNets
  ☆122Updated 2 years ago
• HXLH50K / U-Net-Transformer
  ☆114Updated 4 years ago
• Kid-Liet / Reg-GAN
  ☆185Updated 3 months ago
• jcwang123 / xboundformer
  [TMI 2023] XBound-Former: Toward Cross-scale Boundary Modeling in Transformers
  ☆50Updated 2 years ago
• NITR098 / AttSwinUNet
  Official implementation code for Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation paper
  ☆66Updated 2 years ago
• chaineypung / Pytorch-Swin-Unet-V2
  Swin Unet V2 is a modified version of Swin Unet based on Swin Transfomer V2.
  ☆72Updated 10 months ago
• GewelsJI / PNS-Net
  2021-MICCAI-Progressively Normalized Self-Attention Network for Video Polyp Segmentation
  ☆121Updated 2 years ago
• jcwang123 / BA-Transformer
  [MICCAI 2021] Boundary-aware Transformers for Skin Lesion Segmentation
  ☆133Updated 2 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 …
  ☆115Updated last year
• Thanos-DB / FullyConvolutionalTransformer
  [WACV 2023] Official implementation of The Fully Convolutional Transformer for Medical Image Segmentation
  ☆141Updated 2 years ago
• xmindflow / DAEFormer
  [MICCAI 2023] DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation
  ☆124Updated 2 years ago
• linhaoqi027 / SEG-GRAD-CAM
  pytorch implementation of SEG-GRAD-CAM,which based on grad-cam
  ☆52Updated 5 years ago
• JiYuanFeng / MCTrans
  ☆114Updated 4 years ago
• jlcsilva / EfficientUNetPlusPlus
  Decoder architecture based on the UNet++. Combining residual bottlenecks with depthwise convolutions and attention mechanisms, it outperf…
  ☆66Updated 3 years ago
• anthonyweidai / SvANet
  Official implementation of "Exploiting Scale-Variant Attention for Segmenting Small Medical Objects"
  ☆58Updated 2 months ago
• sotiraslab / AgileFormer
  This the repo for the paper tiltled "AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation"
  ☆77Updated last year
• weijun-arc / SANet
  Codes for MICCAI2021 paper "Shallow Attention Network for Polyp Segmentation"
  ☆64Updated 3 years ago
• ZhifangDeng / MISSFormer
  ☆113Updated 2 years ago
• xmindflow / DermoSegDiff
  [MICCAI 2023] DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin Lesion Delineation
  ☆84Updated last year
• ZJUGiveLab / ScaleFormer
  ☆34Updated 3 years ago
• TianBaoGe / DS-TransUNet
  This repository contains the official code of DS-TransUNet: Dual Swin Transformer U-Net for Medical Image Segmentation
  ☆103Updated last year
• Zyun-Y / DconnNet
  Codes for CVPR2023 paper "Directional Connectivity-based Segmentation of Medical Images"
  ☆153Updated last year
• DengPingFan / Polyp-PVT
  Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers, AIR 2023.
  ☆246Updated 2 years ago
• xiaofang007 / CTO
  [IPMI 2023, Medical Image Analysis] Rethinking Boundary Detection in Deep Learning Models for Medical Image Segmentation
  ☆69Updated 6 months ago
• gorkemcanates / Dual-Cross-Attention
  Official Pytorch implementation of Dual Cross-Attention for Medical Image Segmentation
  ☆152Updated last year
• FengheTan9 / CMU-Net
  [ISBI 2023] Official Pytorch implementation of "CMU-Net: A Strong ConvMixer-based Medical Ultrasound Image Segmentation Network"
  ☆87Updated last year
• boahK / DARL
  Official repository of "Diffusion Adversarial Representation Learning for Self-supervised Vessel Segmentation", ICLR 2023.
  ☆66Updated 2 years ago