OneFormer: One Transformer to Rule Universal Image Segmentation, arxiv 2022 / CVPR 2023

Add bisenetv2. My implementation of BiSeNet

Official PyTorch implementation of SegFormer

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

The official implementation of paper: "Multi-Grained Contrast for Data-Efficient Unsupervised Representation Learning"

Official PyTorch implementation for "HyenaPixel: Global Image Context with Convolutions"

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

[NeurIPS'23] DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions

SOTA Semantic Segmentation Models in PyTorch

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

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

TASFormer: Task-aware Image Segmentation Transformer

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

[CVPR'23] Hard Patches Mining for Masked Image Modeling

CVNets: A library for training computer vision networks

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

Implementation of a wall segmentation algorithm in PyTorch.

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

ADE20K data and goodies

[Colab Demo Code] OneFormer: One Transformer to Rule Universal Image Segmentation.