ade20k

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

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

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

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

SimpleAICV:pytorch training and testing examples on ImageNet(ILSVRC2012)/COCO2017/VOC2007+2012/CIFAR100/AED20K datasets.Include classification/object detection/distillation/contrastive learning/masked image modeling.

[Preprint] OneFormer: One Transformer to Rule Universal Image Segmentation, 2022

Official PyTorch implementation of Global Context Vision Transformers

[Preprint] SeMask: Semantically Masked Transformers for Semantic Segmentation, 2021

Official Codes for "Uniform Masking: Enabling MAE Pre-training for Pyramid-based Vision Transformers with Locality"

This is an official implementation for "ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias", "ViTAEv2: Vision Transformer Advanced by Exploring Inductive Bias for Image Recognition and Beyond".

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

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

PSPNet in Chainer

Semantic Segmentation using Tensorflow on popular Datasets like Ade20k, Camvid, Coco, PascalVoc

Switchable Normalization for semantic image segmentation and scene parsing.