lucidrains / segformer-pytorchLinks
Implementation of Segformer, Attention + MLP neural network for segmentation, in Pytorch
☆374Updated 2 years ago
Alternatives and similar repositories for segformer-pytorch
Users that are interested in segformer-pytorch are comparing it to the libraries listed below
Sorting:
- [ICCV2021] Official PyTorch implementation of Segmenter: Transformer for Semantic Segmentation☆898Updated last year
- Simple image segmentation pipeline in pytorch, using HRNet and SegFormer models☆87Updated 2 years ago
- Official Pytorch implementations for "SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation" (NeurIPS 2022)☆860Updated 2 years ago
- ☆195Updated 2 years ago
- This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation…☆1,243Updated 3 years ago
- PyTorch reimplementation of the paper "Swin Transformer V2: Scaling Up Capacity and Resolution" (CVPR 2022)☆204Updated 3 years ago
- CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped, CVPR 2022☆583Updated 2 years ago
- [CVPR 2021 & IJCV 2024] Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers☆1,097Updated last year
- Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]☆413Updated 3 years ago
- ICCV2021 (Oral) - Exploring Cross-Image Pixel Contrast for Semantic Segmentation☆687Updated 3 years ago
- Official Pytorch Implementation of SegViT: Semantic Segmentation with Plain Vision Transformers☆257Updated last year
- Don't feel pain to use Deformable Convolution☆344Updated 2 years ago
- [CVPR 2022] MPViT:Multi-Path Vision Transformer for Dense Prediction☆386Updated 3 years ago
- This Repository is implementation of majority of Semantic Segmentation Loss Functions☆581Updated 2 years ago
- Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers☆199Updated 4 years ago
- This is an official implementation for "ResT: An Efficient Transformer for Visual Recognition".☆289Updated 3 years ago
- [CVPR 2021] CPS: Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision☆531Updated 2 years ago
- Semantic Segmentation in Pytorch. Network include: FCN、FCN_ResNet、SegNet、UNet、BiSeNet、BiSeNetV2、PSPNet、DeepLabv3_plus、 HRNet、DDRNet☆514Updated 2 years ago
- Per-Pixel Classification is Not All You Need for Semantic Segmentation (NeurIPS 2021, spotlight)☆1,435Updated 3 years ago
- Implementation of SETR model, Original paper: Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers.☆132Updated 4 years ago
- This is a PyTorch re-implementation of Axial-DeepLab (ECCV 2020 Spotlight)☆456Updated 4 years ago
- [CVPR22] Official Implementation of DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmen…☆546Updated last year
- TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation, CVPR2022☆403Updated 3 years ago
- Mask Transfiner for High-Quality Instance Segmentation, CVPR 2022☆547Updated 3 years ago
- [NeurIPS 2021 Spotlight] Official code for "Focal Self-attention for Local-Global Interactions in Vision Transformers"☆558Updated 3 years ago
- Progressive Semantic Segmentation (CVPR-2021)☆121Updated last year
- (ICCV 2021 Oral) CoaT: Co-Scale Conv-Attentional Image Transformers☆234Updated 3 years ago
- This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.☆585Updated 2 years ago
- This is an official implementation for "Self-Supervised Learning with Swin Transformers".☆664Updated 4 years ago
- [ NeurIPS2021] This is an official implementation of our paper "HRFormer: High-Resolution Transformer for Dense Prediction".☆519Updated 3 years ago