This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

Official PyTorch implementation of SegFormer

CVNets: A library for training computer vision networks

[CVPR 2023] OneFormer: One Transformer to Rule Universal Image Segmentation

Add bisenetv2. My implementation of BiSeNet

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation.

SOTA Semantic Segmentation Models in PyTorch

[ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention

[ICML 2023] Official PyTorch implementation of Global Context Vision Transformers

TensorFlow-based implementation of "ICNet for Real-Time Semantic Segmentation on High-Resolution Images".

TensorFlow-based implementation of "Pyramid Scene Parsing Network".

The official repo for [NeurIPS'21] "ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias" and [IJCV'22] "ViTAEv2: Vision Transformer Advanced by Exploring Inductive Bias for Image Recognition and Beyond"

[ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network

[NIVT Workshop @ ICCV 2023] SeMask: Semantically Masked Transformers for Semantic Segmentation

Indoor segmentation for robot navigating, which is based on deeplab model in TensorFlow.

[CVPR'23 & TPAMI'25] Hard Patches Mining for Masked Image Modeling & Bootstrap Masked Visual Modeling via Hard Patch Mining

Semantic segmentation task for ADE20k & cityscapse dataset, based on several models.

PSPNet in Chainer

This is an official implementation for "AutoFocusFormer: Image Segmentation off the Grid".