ade20k

There are 0 repository under ade20k topic.

microsoft / Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
swin-transformer image-classification object-detection semantic-segmentation imagenet mscoco ade20k mask-rcnn
Language:Python 13054
CSAILVision / semantic-segmentation-pytorch
Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset
pytorch semantic-segmentation scene-recognition ade20k
Language:Python 4857
NVlabs / SegFormer
Official PyTorch implementation of SegFormer
semantic-segmentation transformer ade20k cityscapes
Language:Python 2278
apple / ml-cvnets
CVNets: A library for training computer vision networks
ade20k classification computer-vision deep-learning detection imagenet machine-learning mscoco pascal-voc pytorch segmentation
Language:Python 1696
CoinCheung / BiSeNet
Add bisenetv2. My implementation of BiSeNet
bisenet cityscapes pytorch cocostuff tensorrt ncnn openvino triton-inference-server ade20k
Language:Python 1369
SHI-Labs / OneFormer
OneFormer: One Transformer to Rule Universal Image Segmentation, arxiv 2022 / CVPR 2023
ade20k cityscapes coco image-segmentation instance-segmentation panoptic-segmentation semantic-segmentation transformer oneformer universal-segmentation
Language:Jupyter Notebook 1346
SwinTransformer / Swin-Transformer-Semantic-Segmentation
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation.
ade20k swin-transformer upernet semantic-segmentation
Language:Python 1117
sithu31296 / semantic-segmentation
SOTA Semantic Segmentation Models in PyTorch
semantic-segmentation pytorch transformer vision-transformer cityscapes ade20k camvid coco-stuff pascal-context deep-learning dataset
Language:Python 768
NVlabs / FasterViT
[ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention
ade20k backbone deep-learning image-net pre-trained-model self-attention vision-transformer visual-recognition coco object-detection semantic-segmentation foundation-models image-classification
Language:Python 684
NVlabs / GCVit
[ICML 2023] Official PyTorch implementation of Global Context Vision Transformers
vision-transformer ade20k coco deep-learning imagenet imagenet-classification object-detection pre-train pre-trained-model self-attention semantic-segmentation backbone visual-recognition
Language:Python 415
hellochick / ICNet-tensorflow
TensorFlow-based implementation of "ICNet for Real-Time Semantic Segmentation on High-Resolution Images".
icnet tensorflow semantic-segmentation cityscapes real-time ade20k
Language:Jupyter Notebook 405
hellochick / PSPNet-tensorflow
TensorFlow-based implementation of "Pyramid Scene Parsing Network".
pspnet semantic-segmentation cityscapes ade20k pspnet-tensorflow
Language:Python 327
Picsart-AI-Research / SeMask-Segmentation
[NIVT Workshop @ ICCV 2023] SeMask: Semantically Masked Transformers for Semantic Segmentation
pytorch semantic-segmentation ade20k cityscapes coco-stuff-10k semask vision-transformers
Language:Python 245
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"
deep-learning vision-transformer imagenet ade20k imagenet-classification mscoco object-detection semantic-segmentation vitae-transformer
Language:Python 241
implus / UM-MAE
Official Codes for "Uniform Masking: Enabling MAE Pre-training for Pyramid-based Vision Transformers with Locality"
ade20k coco hierarchical-vision-transformer imagenet-classification mae masked-autoencoder masked-image-modeling pyramid-vision-transformer self-supervised-learning swin-transformer
Language:Jupyter Notebook 231
Westlake-AI / MogaNet
[ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network
imagenet pytorch vision-transformer image-classification object-detection pose-estimation segmentation instance-segmentation video-prediction 3d-pose-estimation ade20k backbone coco machine-learning mamba cnn convnet
Language:Jupyter Notebook 136
hellochick / Indoor-segmentation
Indoor segmentation for robot navigating, which is based on deeplab model in TensorFlow.
ade20k deeplab robot-navigation semantic-segmentation tensorflow
Language:Python 128
hellochick / semantic-segmentation-tensorflow
Semantic segmentation task for ADE20k & cityscapse dataset, based on several models.
ade20k semantic-segmentation pspnet fcn-8s icnet cityscapes enet tensorflow
Language:Python 85
Haochen-Wang409 / HPM
[CVPR'23] Hard Patches Mining for Masked Image Modeling
ade20k coco computer-vision cvpr2023 imagenet masked-autoencoder masked-image-modeling pattern-recognition self-supervised-learning unsupervised-learning
Language:Python 82
mitmul / chainer-pspnet
PSPNet in Chainer
semantic-segmentation deep-learning pspnet cityscapes pascal-voc ade20k imagenet convolutional-neural-networks chainer python
Language:Python 74
baudcode / tf-semantic-segmentation
Semantic Segmentation using Tensorflow on popular Datasets like Ade20k, Camvid, Coco, PascalVoc
semantic-segmentation python3 keras-tensorflow cityscape-dataset ade20k camvid-dataset coco-dataset taco-dataset pascal-voc
Language:Python 69
apple / ml-autofocusformer-segmentation
This is an official implementation for "AutoFocusFormer: Image Segmentation off the Grid".
ade20k aff autofocusformer cityscapes coco instance-segmentation panoptic-segmentation semantic-segmentation transformer
Language:Python 60
Haochen-Wang409 / DropPos
[NeurIPS'23] DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions
ade20k coco computer-vision deep-learning detection image-classification imagenet position-embedding segmentation self-supervised-learning vision-transformer neurips-2023
Language:Python 55
switchablenorms / SwitchNorm_Segmentation
Switchable Normalization for semantic image segmentation and scene parsing.
segmentation scene-parsing cityscapes ade20k convolutional-neural-networks
Language:Python 48
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)
semantic-segmentation scene-parsing ade20k pytorch scene-recognition deep-learning computer-vision pattern-recognition machine-learning neural-networks pyconv segmentation
Language:Python 36
WallSegmentation
bjekic / WallSegmentation
Implementation of a wall segmentation algorithm in PyTorch.
semantic-segmentation pytorch python ade20k encoder-decoder resnet-50 pyramid-pooling-module dilated-resnet
Language:Python 31
Junjun2016 / DMNet
Dynamic Multi-scale Filters for Semantic Segmentation (DMNet ICCV'2019)
dmnet semantic-segmentation ade20k cityscapes mmsegmentation dcm dynamic-conv-module dynamic-multiscale-filters dfn dynamic-filter dynamic-filter-generation dynamic-filter-network
Language:Python 26
Junjun2016 / APCNet
Adaptive Pyramid Context Network for Semantic Segmentation (APCNet CVPR'2019)
apcnet semantic-segmentation ade20k cityscapes mmsegmentation acm adaptive-context-module self-attention non-local transformer
Language:Python 22
wonderit / indoor-segmentation-android
indoor segmentation - indoor semantic segmentation Android using Deeplabv3 MobileNetV2 trained with ADE20K dataset
ade20k deeplab deeplabv3 indoor-navigation mobilenetv2 semantic-segmentation
Language:C++ 21
Junjun2016 / LiteHRNet
Lite-HRNet: A Lightweight High-Resolution Network
litehrnet lite-hrnet mmsegmentation segmentation semantic-segmentation cityscapes ade20k realtime realtime-segmentation
Language:Python 20
ibaiGorordo / depthai-TopFormer-Semantic-Segmentation
Python scripts performing on devive semantic segmentation using the TopFormer model in depthai.
depthai ade20k computer-vision myriad-x opencv python semantic-segmentation
Language:Jupyter Notebook 18
ibaiGorordo / ONNX-TopFormer-Semantic-Segmentation
Python scripts performing semantic segmentation using the TopFormer model in ONNX.
ade20k computer-vision onnx onnxruntime onnxruntime-gpu opencv python semantic-segmentation
Language:Python 16
Nikronic / ObjectNet
PyTorch implementation of "Pyramid Scene Parsing Network".
convolutional-neural-networks semantic-segmentation instance-segmentation scene-understanding pytorch pretrained-models ade20k deep-halftoning dilatednet cascade-dilatednet transfer-learning sceneparse150 sceneparsing supervision scene-parsing resnet-101 pyramid pyramid-pooling
Language:Python 16
vidit98 / graphconv
pytorch implementation of graph convolutions for semantic segmentation on ADE20K dataset
semantic-segmentation pytorch graphconvoltution deeplearning ade20k
Language:Python 16
SHI-Labs / OneFormer-Colab
[Colab Demo Code] OneFormer: One Transformer to Rule Universal Image Segmentation.
ade20k cityscapes coco image-segmentation instance-segmentation oneformer panoptic-segmentation semantic-segmentation transformer universal-segmentation
Language:Python 13
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"
imagenet transformer ade20k vision-transformers image-classification semantic-segmentation
Language:Python 12

ade20k

microsoft / Swin-Transformer

CSAILVision / semantic-segmentation-pytorch

NVlabs / SegFormer

apple / ml-cvnets

CoinCheung / BiSeNet

SHI-Labs / OneFormer

SwinTransformer / Swin-Transformer-Semantic-Segmentation

sithu31296 / semantic-segmentation

NVlabs / FasterViT

NVlabs / GCVit

hellochick / ICNet-tensorflow

hellochick / PSPNet-tensorflow

Picsart-AI-Research / SeMask-Segmentation

ViTAE-Transformer / ViTAE-Transformer

implus / UM-MAE

Westlake-AI / MogaNet

hellochick / Indoor-segmentation

hellochick / semantic-segmentation-tensorflow

Haochen-Wang409 / HPM

mitmul / chainer-pspnet

baudcode / tf-semantic-segmentation

apple / ml-autofocusformer-segmentation

Haochen-Wang409 / DropPos

switchablenorms / SwitchNorm_Segmentation

iduta / pyconvsegnet

bjekic / WallSegmentation

Junjun2016 / DMNet

Junjun2016 / APCNet

wonderit / indoor-segmentation-android

Junjun2016 / LiteHRNet

ibaiGorordo / depthai-TopFormer-Semantic-Segmentation

ibaiGorordo / ONNX-TopFormer-Semantic-Segmentation

Nikronic / ObjectNet

vidit98 / graphconv

SHI-Labs / OneFormer-Colab

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