microsoft/Swin-Transformer

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

Language: Python - Size: 1.04 MB - Last synced: 1 day ago - Pushed: about 2 months ago - Stars: 13,107 - Forks: 2,003

Haochen-Wang409/DropPos

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

Language: Python - Size: 968 KB - Last synced: 16 days ago - Pushed: 29 days ago - Stars: 56 - Forks: 3

NVlabs/FasterViT

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

Language: Python - Size: 1.28 MB - Last synced: 17 days ago - Pushed: about 1 month ago - Stars: 682 - Forks: 53

apple/ml-autofocusformer-segmentation

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

Language: Python - Size: 8.17 MB - Last synced: 21 days ago - Pushed: 10 months ago - Stars: 60 - Forks: 2

apple/ml-cvnets

CVNets: A library for training computer vision networks

Language: Python - Size: 5.76 MB - Last synced: 21 days ago - Pushed: 7 months ago - Stars: 1,688 - Forks: 212

Haochen-Wang409/HPM

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

Language: Python - Size: 1.66 MB - Last synced: 16 days ago - Pushed: 5 months ago - Stars: 82 - Forks: 6

Nikronic/ObjectNet

PyTorch implementation of "Pyramid Scene Parsing Network".

Language: Python - Size: 2.05 MB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 16 - Forks: 1

SHI-Labs/OneFormer

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

Language: Jupyter Notebook - Size: 8.7 MB - Last synced: about 1 month ago - Pushed: 7 months ago - Stars: 1,334 - Forks: 121

CSAILVision/semantic-segmentation-pytorch

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

Language: Python - Size: 4.92 MB - Last synced: about 2 months ago - Pushed: 5 months ago - Stars: 4,830 - Forks: 1,080

implus/UM-MAE

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

Language: Jupyter Notebook - Size: 5.72 MB - Last synced: 16 days ago - Pushed: over 1 year ago - Stars: 231 - Forks: 20

NVlabs/GCVit

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

Language: Python - Size: 858 KB - Last synced: about 1 month ago - Pushed: 5 months ago - Stars: 415 - Forks: 50

SwinTransformer/Swin-Transformer-Semantic-Segmentation Fork of open-mmlab/mmsegmentation

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

Language: Python - Size: 3.64 MB - Last synced: 2 months ago - Pushed: almost 2 years ago - Stars: 1,097 - Forks: 223

NVlabs/SegFormer

Official PyTorch implementation of SegFormer

Language: Python - Size: 2.57 MB - Last synced: 2 months ago - Pushed: 5 months ago - Stars: 2,206 - Forks: 318

CoinCheung/BiSeNet

Add bisenetv2. My implementation of BiSeNet

Language: Python - Size: 3.59 MB - Last synced: 2 months ago - Pushed: over 1 year ago - Stars: 1,345 - Forks: 299

sithu31296/semantic-segmentation

SOTA Semantic Segmentation Models in PyTorch

Language: Python - Size: 53.7 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 740 - Forks: 141

Westlake-AI/MogaNet

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

Language: Jupyter Notebook - Size: 4.13 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 114 - Forks: 12

ibaiGorordo/depthai-TopFormer-Semantic-Segmentation

Python scripts performing on devive semantic segmentation using the TopFormer model in depthai.

Language: Jupyter Notebook - Size: 14.6 MB - Last synced: 28 days ago - Pushed: about 2 years ago - Stars: 18 - Forks: 3

SHI-Labs/OneFormer-Colab

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

Language: Python - Size: 6.55 MB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 13 - Forks: 8

mitmul/chainer-pspnet

PSPNet in Chainer

Language: Python - Size: 78.1 KB - Last synced: 2 months ago - Pushed: over 5 years ago - Stars: 74 - Forks: 18

baudcode/tf-semantic-segmentation

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

Language: Python - Size: 17.1 MB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 67 - Forks: 14

subake/TASFormer

TASFormer: Task-aware Image Segmentation Transformer

Language: Python - Size: 486 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 4 - Forks: 0

ibaiGorordo/ONNX-TopFormer-Semantic-Segmentation

Python scripts performing semantic segmentation using the TopFormer model in ONNX.

Language: Python - Size: 14 MB - Last synced: 28 days ago - Pushed: about 2 years ago - Stars: 16 - Forks: 1

Picsart-AI-Research/SeMask-Segmentation

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

Language: Python - Size: 2.17 MB - Last synced: 7 months ago - Pushed: 8 months ago - Stars: 220 - Forks: 33

Junjun2016/DMNet

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

Language: Python - Size: 428 KB - Last synced: 7 months ago - Pushed: almost 3 years ago - Stars: 25 - Forks: 3

hellochick/Indoor-segmentation

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

Language: Python - Size: 2.72 MB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 124 - Forks: 42

Junjun2016/APCNet

Adaptive Pyramid Context Network for Semantic Segmentation (APCNet CVPR'2019)

Language: Python - Size: 1.88 MB - Last synced: 7 months ago - Pushed: almost 3 years ago - Stars: 20 - Forks: 3

ViTAE-Transformer/ViTAE-Transformer

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"

Language: Python - Size: 22.2 MB - Last synced: 7 months ago - Pushed: about 1 year ago - Stars: 221 - Forks: 25

hellochick/PSPNet-tensorflow

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

Language: Python - Size: 13 MB - Last synced: 7 months ago - Pushed: almost 5 years ago - Stars: 328 - Forks: 122

Junjun2016/LiteHRNet

Lite-HRNet: A Lightweight High-Resolution Network

Language: Python - Size: 20 MB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 19 - Forks: 4

bjekic/WallSegmentation

Implementation of a wall segmentation algorithm in PyTorch.

Language: Python - Size: 82.6 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 28 - Forks: 6

vidit98/graphconv

pytorch implementation of graph convolutions for semantic segmentation on ADE20K dataset

Language: Python - Size: 6.82 MB - Last synced: 10 months ago - Pushed: over 4 years ago - Stars: 15 - Forks: 3

Vesnica/ADE20K

ADE20K data and goodies

Language: Python - Size: 27.3 KB - Last synced: 4 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 0

ZhouYuxuanYX/SP-ViT-Learning-2D-Spatial-Priors-for-Vision-Transformers

This is the official implementation of our BMVC 2022 paper "SP-ViT: Learning 2D Spatial Priors for Vision Transformers"

Language: Python - Size: 4.86 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 5 - Forks: 0

hellochick/ICNet-tensorflow

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

Language: Jupyter Notebook - Size: 21 MB - Last synced: 7 months ago - Pushed: almost 4 years ago - Stars: 405 - Forks: 156

saravanabalagi/pspnet_tf2

PSPNet in Tensorflow 2 with pretrained weights for ADE20k, CityScapes and VOC2012

Language: Python - Size: 9.09 MB - Last synced: 27 days ago - Pushed: about 4 years ago - Stars: 3 - Forks: 0

givkashi/Image-Inpainting

Image Inpainting Using AutoEncoder and Guided Selection of Predicted Pixels https://ieeexplore.ieee.org/document/9827427

Size: 260 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

switchablenorms/SwitchNorm_Segmentation

Switchable Normalization for semantic image segmentation and scene parsing.

Language: Python - Size: 1.24 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 47 - Forks: 5

iduta/pyconvsegnet

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

Language: Python - Size: 1.56 MB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 35 - Forks: 5

hellochick/semantic-segmentation-tensorflow

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

Language: Python - Size: 4.23 MB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 83 - Forks: 38

wonderit/indoor-segmentation-android

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

Language: C++ - Size: 41.8 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 21 - Forks: 11

JeremieMelo/Multi-Scale-High-Resolution-Vision-Transformer

This is an official implementation for "Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation".

Size: 6.84 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 2 - Forks: 0

Kejie-Wang/resnet-deeplab

Language: Python - Size: 13.7 KB - Last synced: about 1 year ago - Pushed: over 6 years ago - Stars: 1 - Forks: 1

jimmyyhwu/semantic-segmentation

DilatedNet and SegNet in Torch7

Language: Lua - Size: 13.7 KB - Last synced: about 1 year ago - Pushed: almost 7 years ago - Stars: 0 - Forks: 0