Alternatives and similar repositories for SegNeXt

Users that are interested in SegNeXt are comparing it to the libraries listed below

• facebookresearch / MaskFormer
  Per-Pixel Classification is Not All You Need for Semantic Segmentation (NeurIPS 2021, spotlight)
  ☆1,425Updated 3 years ago
• SegmentationBLWX / sssegmentation
  SSSegmentation: An Open Source Supervised Semantic Segmentation Toolbox Based on PyTorch.
  ☆861Updated this week
• SwinTransformer / Swin-Transformer-Semantic-Segmentation
  This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation…
  ☆1,235Updated 3 years ago
• microsoft / CSWin-Transformer
  CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped, CVPR 2022
  ☆581Updated last year
• DingXiaoH / RepLKNet-pytorch
  Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs (CVPR 2022)
  ☆926Updated last year
• hustvl / TopFormer
  TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation, CVPR2022
  ☆400Updated 2 years ago
• LeapLabTHU / DAT
  Repository of Vision Transformer with Deformable Attention (CVPR2022) and DAT++: Spatially Dynamic Vision Transformerwith Deformable Atte…
  ☆894Updated last year
• fudan-zvg / SETR
  [CVPR 2021 & IJCV 2024] Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers
  ☆1,091Updated 11 months ago
• SysCV / transfiner
  Mask Transfiner for High-Quality Instance Segmentation, CVPR 2022
  ☆544Updated 2 years ago
• XuJiacong / PIDNet
  This is the official repository for our recent work: PIDNet
  ☆697Updated last year
• fudan-zvg / SeaFormer
  [ICLR 2023 & IJCV 2025] SeaFormer: Squeeze-enhanced Axial Transformer
  ☆337Updated 6 months ago
• lucidrains / segformer-pytorch
  Implementation of Segformer, Attention + MLP neural network for segmentation, in Pytorch
  ☆372Updated 2 years ago
• czczup / ViT-Adapter
  [ICLR 2023 Spotlight] Vision Transformer Adapter for Dense Predictions
  ☆1,403Updated 2 months ago
• microsoft / FocalNet
  [NeurIPS 2022] Official code for "Focal Modulation Networks"
  ☆739Updated last year
• rstrudel / segmenter
  [ICCV2021] Official PyTorch implementation of Segmenter: Transformer for Semantic Segmentation
  ☆894Updated last year
• whai362 / PVT
  Official implementation of PVT series
  ☆1,844Updated 2 years ago
• OpenGVLab / DCNv4
  [CVPR 2024] Deformable Convolution v4
  ☆662Updated last year
• rayleizhu / BiFormer
  [CVPR 2023] Official code release of our paper "BiFormer: Vision Transformer with Bi-Level Routing Attention"
  ☆556Updated 2 years ago
• sithu31296 / semantic-segmentation
  SOTA Semantic Segmentation Models in PyTorch
  ☆926Updated last year
• HRNet / HRFormer
  [ NeurIPS2021] This is an official implementation of our paper "HRFormer: High-Resolution Transformer for Dense Prediction".
  ☆514Updated 2 years ago
• facebookresearch / ConvNeXt-V2
  Code release for ConvNeXt V2 model
  ☆1,815Updated last year
• raoyongming / HorNet
  [NeurIPS 2022] HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions
  ☆342Updated last year
• IDEA-Research / MaskDINO
  [CVPR 2023] Official implementation of the paper "Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segme…
  ☆1,390Updated last year
• Visual-Attention-Network / VAN-Segmentation
  ☆195Updated 2 years ago
• sail-sg / metaformer
  MetaFormer Baselines for Vision (TPAMI 2024)
  ☆480Updated last year
• snap-research / EfficientFormer
  EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]
  ☆1,066Updated 2 years ago
• YaoleiQi / DSCNet
  Pytorch Implement of Dynamic Snake Convolution (ICCV2023)
  ☆500Updated last month
• dingmyu / davit
  [ECCV 2022]Code for paper "DaViT: Dual Attention Vision Transformer"
  ☆363Updated last year
• Meituan-AutoML / Twins
  Two simple and effective designs of vision transformer, which is on par with the Swin transformer
  ☆605Updated 2 years ago
• berniwal / swin-transformer-pytorch
  Implementation of the Swin Transformer in PyTorch.
  ☆844Updated 4 years ago