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25 search results found

Swin Transformer ⭐ 12,215

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

Semantic Segmentation Pytorch ⭐ 4,857

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

Segformer ⭐ 2,056

Official PyTorch implementation of SegFormer

Oneformer ⭐ 1,066

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

Fastervit ⭐ 539

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

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

Swin Transformer Semantic Segmentation ⭐ 406

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

Icnet Tensorflow ⭐ 387

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

Pspnet Tensorflow ⭐ 290

An implementation of PSPNet in tensorflow, see tutorial at:

Semantic Segmentation ⭐ 228

SOTA Semantic Segmentation Models in PyTorch

Semask Segmentation ⭐ 195

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

Vitae Transformer ⭐ 187

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"

Indoor Segmentation ⭐ 106

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

Chainer Pspnet ⭐ 76

PSPNet in Chainer

Semantic Segmentation Tensorflow ⭐ 74

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

Ml Autofocusformer Segmentation ⭐ 41

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

Tf Semantic Segmentation ⭐ 39

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

Pyconvsegnet ⭐ 30

Semantic Segmentation PyTorch code for our paper: Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition (https://arxiv.org/pdf/2006.11538.pdf)

Wallsegmentation ⭐ 28

Implementation of a wall segmentation algorithm in PyTorch.

Indoor Segmentation Android ⭐ 20

indoor segmentation - indoor semantic segmentation Android using Deeplabv3 MobileNetV2 trained with ADE20K dataset

Objectnet ⭐ 15

PyTorch implementation of "Pyramid Scene Parsing Network".

Oneformer Colab ⭐ 9

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

Graphconv ⭐ 8

pytorch implementation of graph convolutions for semantic segmentation on ADE20K dataset

Dynamic Multi-scale Filters for Semantic Segmentation (DMNet ICCV'2019)

Litehrnet ⭐ 5

Lite-HRNet: A Lightweight High-Resolution Network

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