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Swin-Transformer microsoft

2.1k

13.9k

mit

126

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

ade20k mscoco imagenet mask-rcnn object-detection swin-transformer image-classification semantic-segmentation

Created 2021-03-25

80 commits to main branch, last one 4 months ago

semantic-segmentation-pytorch CSAILVision

1.1k

4.9k

bsd-3-clause

126

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

ade20k pytorch scene-recognition semantic-segmentation

Created 2017-10-07

306 commits to master branch, last one 4 years ago

SegFormer NVlabs

358

2.6k

other

31

Official PyTorch implementation of SegFormer

ade20k cityscapes transformer semantic-segmentation

Created 2021-06-11

43 commits to master branch, last one about a year ago

ml-cvnets apple

231

1.8k

other

33

CVNets: A library for training computer vision networks

ade20k mscoco pytorch imagenet detection pascal-voc segmentation deep-learning classification computer-vision machine-learning

Created 2021-10-21

11 commits to main branch, last one about a year ago

OneFormer SHI-Labs

135

1.5k

mit

20

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

coco ade20k oneformer cityscapes transformer image-segmentation instance-segmentation panoptic-segmentation semantic-segmentation universal-segmentation

Created 2022-11-02

44 commits to main branch, last one about a year ago

BiSeNet CoinCheung

311

1.4k

mit

17

Add bisenetv2. My implementation of BiSeNet

ncnn ade20k bisenet pytorch openvino tensorrt cocostuff cityscapes triton-inference-server

Created 2018-11-29

61 commits to master branch, last one about a month ago

semantic-segmentation sithu31296

152

858

mit

16

SOTA Semantic Segmentation Models in PyTorch

ade20k camvid dataset pytorch cityscapes coco-stuff transformer deep-learning pascal-context vision-transformer semantic-segmentation

Created 2021-06-02

98 commits to main branch, last one 8 months ago

FasterViT NVlabs

63

791

other

17

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

coco ade20k backbone image-net deep-learning self-attention object-detection foundation-models pre-trained-model vision-transformer visual-recognition image-classification semantic-segmentation

Created 2023-05-19

275 commits to main branch, last one 5 months ago

GCVit NVlabs

48

425

other

10

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

coco ade20k backbone imagenet pre-train deep-learning self-attention object-detection pre-trained-model vision-transformer visual-recognition semantic-segmentation imagenet-classification

Created 2022-06-18

113 commits to main branch, last one 11 months ago

ViTAE-Transformer ViTAE-Transformer

28

253

unknown

5

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 ...

ade20k mscoco imagenet deep-learning object-detection vitae-transformer vision-transformer semantic-segmentation imagenet-classification

Created 2022-04-09

10 commits to main branch, last one about a year ago

SeMask-Segmentation Picsart-AI-Research

36

251

other

9

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

ade20k semask pytorch cityscapes coco-stuff-10k vision-transformers semantic-segmentation

Created 2021-12-23

21 commits to main branch, last one about a year ago

UM-MAE implus

21

238

other

5

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

mae coco ade20k swin-transformer masked-autoencoder masked-image-modeling imagenet-classification self-supervised-learning pyramid-vision-transformer hierarchical-vision-transformer

Created 2022-05-19

25 commits to main branch, last one about a year ago

MogaNet Westlake-AI

13

206

apache-2.0

2

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

cnn coco mamba ade20k convnet pytorch backbone imagenet segmentation pose-estimation machine-learning object-detection video-prediction 3d-pose-estimation vision-transformer image-classification instance-segmentation

Created 2022-11-16

33 commits to main branch, last one 8 months ago

Indoor-segmentation hellochick

45

135

unknown

5

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

ade20k deeplab tensorflow robot-navigation semantic-segmentation

Created 2017-09-15

20 commits to master branch, last one 2 years ago

HPM Haochen-Wang409

7

88

apache-2.0

3

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

coco ade20k cvpr2023 imagenet computer-vision masked-autoencoder pattern-recognition masked-image-modeling unsupervised-learning self-supervised-learning

Created 2023-03-08

4 commits to master branch, last one 11 months ago

tf-semantic-segmentation baudcode

14

69

gpl-3.0

5

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

ade20k python3 pascal-voc coco-dataset taco-dataset camvid-dataset keras-tensorflow cityscape-dataset semantic-segmentation

Created 2020-01-09

257 commits to master branch, last one 3 years ago

ml-autofocusformer-segmentation apple

3

66

other

10

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

aff coco ade20k cityscapes transformer autofocusformer instance-segmentation panoptic-segmentation semantic-segmentation

Created 2023-05-11

8 commits to main branch, last one about a year ago

DropPos Haochen-Wang409

4

60

apache-2.0

1

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

coco ade20k imagenet detection neurips-2023 segmentation deep-learning computer-vision position-embedding vision-transformer image-classification self-supervised-learning

Created 2023-09-12

5 commits to main branch, last one 6 months ago

mgc visresearch

3

27

other

2

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

voc coco ade20k cityscapes pose-detection object-detection transfer-learning keypoint-detection vision-transformer contrastive-learning instance-segmentation semantic-segmentation unsupervised-learning representation-learning self-supervised-learning

Created 2024-07-02

5 commits to main branch, last one 4 months ago