Alternatives and similar repositories for Vision-Transformer

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

• LilLouis5 / Vision-Mamba-
  这里包含了Mamba的代码以及b站对应的讲解视频
  ☆97Updated last year
• Runist / torch_Vision_Transformer
  ☆168Updated last year
• AlwaysFHao / Mamba-Install
  本仓库旨在介绍如何通过源码编译的方法成功安装mamba，可解决selective_scan_cuda和本地cuda环境冲突的问题
  ☆131Updated 4 months ago
• Human9000 / nd-Mamba2-torch
  Only implemented through torch: "bi - mamba2" , "vision- mamba2 -torch". support 1d/2d/3d/nd and support export by jit.script/onnx;
  ☆384Updated last year
• JCruan519 / VM-UNet
  (ACM TOMM) This is the official code repository for "VM-UNet: Vision Mamba UNet for Medical Image Segmentation".
  ☆773Updated 3 months ago
• northBeggar / Plug-and-Play
  深度学习中各种即插即用小模块
  ☆456Updated last year
• CUHK-AIM-Group / U-KAN
  [AAAI' 25] U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation
  ☆502Updated 6 months ago
• LMMMEng / OverLoCK
  [CVPR 2025 Oral] OverLoCK: An Overview-first-Look-Closely-next ConvNet with Context-Mixing Dynamic Kernels
  ☆451Updated 4 months ago
• AIFengheshu / Plug-play-modules
  2025年全网最全即插即用模块，免费分享！CVPR2025，AAAI2025，ICLR2025，TNNLS2025，arXiv2025......包含人工智能全领域（机器学习、深度学习等），适用于图像分类、目标检测、实例分割、语义分割、全景分割、姿态识别、医学图像分割、视频…
  ☆1,356Updated 7 months ago
• Ruixxxx / Awesome-Vision-Mamba-Models
  [Official Repo] Visual Mamba: A Survey and New Outlooks
  ☆721Updated 10 months ago
• SLDGroup / EMCAD
  Official repository of CVPR 2024 paper "EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation"
  ☆303Updated last month
• Zhaozixiang1228 / MMIF-CDDFuse
  [CVPR 2023] Official implementation for "CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion."
  ☆583Updated 11 months ago
• BGU-CS-VIL / WTConv
  Wavelet Convolutions for Large Receptive Fields. ECCV 2024.
  ☆541Updated 6 months ago
• apple1986 / HWD
  A Simple but Effective Downsampling Module For Semantic Segmentation
  ☆126Updated 2 years ago
• ziyangwang007 / Mamba-UNet
  Mamba-UNet Zoo
  ☆759Updated last year
• xiely-123 / SHISRCNet
  ☆47Updated 2 years ago
• JiarunLiu / Swin-UMamba
  Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining
  ☆360Updated last year
• ndsclark / MSPANet
  The official PyTorch implementation of our paper "Multi-scale spatial pyramid attention mechanism for image recognition: An effective app…
  ☆34Updated last year
• millieXie / FusionMamba
  FusionMamba: Dynamic Feature Enhancement for Multimodal Image Fusion with Mamba
  ☆227Updated 8 months ago
• Linwei-Chen / FreqFusion
  TPAMI：Frequency-aware Feature Fusion for Dense Image Prediction
  ☆469Updated last month
• leiyeliu / DefMamba
  ☆140Updated 4 months ago
• Enzo-MiMan / cv_related_collections
  ☆242Updated 9 months ago
• DaiShiResearch / TransNeXt
  [CVPR 2024] Code release for TransNeXt model
  ☆559Updated last year
• Karl1109 / SCSegamba
  [CVPR 2025] SCSegamba: Lightweight Structure-Aware Vision Mamba for Crack Segmentation in Structures
  ☆212Updated last month
• XiaoBuL / CM-UNet
  ☆199Updated last year
• cheng-haha / ScConv
  🕹️SCConv: Spatial and Channel Reconstruction Convolution for Feature Redundancy
  ☆326Updated last year
• wurenkai / UltraLight-VM-UNet
  [Patterns (Cell subsidiary journal)] The official code for "UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters fo…
  ☆333Updated 5 months ago
• WangXueyang-uestc / ARConv
  Official repo for Adaptive Rectangular Convolution
  ☆157Updated 6 months ago
• Yangzhangcst / Mamba-in-CV
  A paper list of some recent Mamba-based CV works.
  ☆433Updated last month
• YOLOonMe / EMA-attention-module
  Implementation Code for the ICCASSP 2023 paper " Efficient Multi-Scale Attention Module with Cross-Spatial Learning" and is available at:…
  ☆274Updated last year