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
  ☆92Updated last year
• Runist / torch_Vision_Transformer
  ☆154Updated last year
• northBeggar / Plug-and-Play
  深度学习中各种即插即用小模块
  ☆433Updated last year
• 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;
  ☆356Updated 8 months ago
• BGU-CS-VIL / WTConv
  Wavelet Convolutions for Large Receptive Fields. ECCV 2024.
  ☆497Updated 2 months ago
• JCruan519 / VM-UNet
  (ARXIV24) This is the official code repository for "VM-UNet: Vision Mamba UNet for Medical Image Segmentation".
  ☆698Updated 3 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…
  ☆1,057Updated 3 months ago
• 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
  ☆112Updated 6 months ago
• SLDGroup / EMCAD
  ☆256Updated last month
• shayudiandian / DeepLearningPlugAndPlayModule
  深度学习即插即用模块代码复现
  ☆104Updated 4 months ago
• Ruixxxx / Awesome-Vision-Mamba-Models
  [Official Repo] Visual Mamba: A Survey and New Outlooks
  ☆700Updated 6 months ago
• CUHK-AIM-Group / U-KAN
  [AAAI' 25] U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation
  ☆450Updated 2 months ago
• ziyangwang007 / Mamba-UNet
  Mamba-UNet Zoo
  ☆683Updated 11 months ago
• ndsclark / MSPANet
  The official PyTorch implementation of our paper "Multi-scale spatial pyramid attention mechanism for image recognition: An effective app…
  ☆33Updated last year
• xiely-123 / SHISRCNet
  ☆46Updated 2 years ago
• DaiShiResearch / TransNeXt
  [CVPR 2024] Code release for TransNeXt model
  ☆546Updated last year
• Zhaozixiang1228 / MMIF-CDDFuse
  [CVPR 2023] Official implementation for "CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion."
  ☆539Updated 7 months ago
• LMMMEng / OverLoCK
  [CVPR 2025 Oral] OverLoCK: An Overview-first-Look-Closely-next ConvNet with Context-Mixing Dynamic Kernels
  ☆360Updated last month
• Enzo-MiMan / cv_related_collections
  ☆231Updated 5 months ago
• cheng-haha / ScConv
  🕹️SCConv: Spatial and Channel Reconstruction Convolution for Feature Redundancy
  ☆315Updated last year
• XiaoBuL / CM-UNet
  ☆171Updated last year
• Linwei-Chen / FreqFusion
  TPAMI：Frequency-aware Feature Fusion for Dense Image Prediction
  ☆431Updated 6 months ago
• BlackThompson / DL-plug-and-play-module
  Recent years' deep learning top conference plug-and-play module code and papers.
  ☆42Updated last year
• Karl1109 / TUT
  This repository provides our TUT dataset.
  ☆16Updated 10 months ago
• leiyeliu / DefMamba
  ☆99Updated this week
• YubiaoYue / MedMamba
  This is the official code repository for "MedMamba: Vision Mamba for Medical Image Classification"
  ☆499Updated 11 months ago
• JiarunLiu / Swin-UMamba
  Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining
  ☆324Updated last year
• millieXie / FusionMamba
  FusionMamba: Dynamic Feature Enhancement for Multimodal Image Fusion with Mamba
  ☆194Updated 4 months ago
• YaoleiQi / DSCNet
  Pytorch Implement of Dynamic Snake Convolution (ICCV2023)
  ☆498Updated 3 weeks ago
• Linwei-Chen / FDConv
  CVPR 2025: Frequency Dynamic Convolution for Dense Image Prediction
  ☆238Updated last month