swin-transformer

There are 6 repositories under swin-transformer topic.

open-mmlab / mmdetection
OpenMMLab Detection Toolbox and Benchmark
cascade-rcnn convnext detr fast-rcnn faster-rcnn glip grounding-dino instance-segmentation mask-rcnn object-detection panoptic-segmentation pytorch retinanet rtmdet semisupervised-learning ssd swin-transformer transformer vision-transformer yolo
Language:Python 31954
microsoft / Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
ade20k image-classification imagenet mask-rcnn mscoco object-detection semantic-segmentation swin-transformer
Language:Python 15387
open-mmlab / mmsegmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
deeplabv3 image-segmentation medical-image-segmentation pspnet pytorch realtime-segmentation retinal-vessel-segmentation semantic-segmentation swin-transformer transformer vessel-segmentation
Language:Python 9372
wang-xinyu / tensorrtx
Implementation of popular deep learning networks with TensorRT network definition API
arcface crnn detr mnasnet mobilenetv2 mobilenetv3 resnet retinaface squeezenet swin-transformer tensorrt yolo11 yolov3 yolov3-spp yolov4 yolov5 yolov7 yolov8 yolov9
Language:C++ 7554
PaddlePaddle / PaddleClas
A treasure chest for visual classification and recognition powered by PaddlePaddle
autoaugment cutmix deit fastdeploy gridmask image-classification image-recognition image-retrieval-system knowledge-distillation pretrained-models product-recognition randaugment repvgg swin-transformer
Language:Python 5750
open-mmlab / mmpretrain
OpenMMLab Pre-training Toolbox and Benchmark
beit clip constrastive-learning convnext deep-learning image-classification mae masked-image-modeling mobilenet moco multimodal pretrained-models pytorch resnet self-supervised-learning swin-transformer vision-transformer
Language:Python 3761
SwinTransformer / Swin-Transformer-Object-Detection
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Object Detection and Instance Segmentation.
cascade mask-rcnn mscoco object-detection reppoints swin swin-transformer
Language:Python 1898
Fafa-DL / Awesome-Backbones
Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project
pytorch image-classification transformer cnn pytorch-classification deep-learning resnet swin-transformer
Language:Python 1871
SwinTransformer / Video-Swin-Transformer
This is an official implementation for "Video Swin Transformers".
swin-transformer video-recognition
Language:Python 1593
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 1243
Gumpest / YOLOv5-Multibackbone-Compression
YOLOv5 Series Multi-backbone(TPH-YOLOv5, Ghostnet, ShuffleNetv2, Mobilenetv3Small, EfficientNetLite, PP-LCNet, SwinTransformer YOLO), Module(CBAM, DCN), Pruning (EagleEye, Network Slimming), Quantization (MQBench) and Deployment (TensorRT, ncnn) Compression Tool Box.
tph-yolov5 ghostnet-yolov5 shufflenetv2-yolov5 mobilenetv3small-yolov5 efficientnetlite-yolov5 eagleeye mqbench pplcnet swin-transformer network-slimming cbam ncnn tensorrt
Language:Python 1018
microsoft / SimMIM
This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".
self-supervised-learning masked-image-modeling image-classification swin-transformer
Language:Python 1004
Bobo-y / flexible-yolov5
More readable and flexible yolov5 with more backbone(gcn, resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer, etc) and (cbam，dcn and so on), and tensorrt
backbone cbam dcnv2 gcn hrnet moblienet neck object-detection ptq pytorch qat resnet shufflenet sparsity swin-transformer tensorrt triton-server yolov3 yolov5
Language:Python 680
SwinTransformer / Transformer-SSL
This is an official implementation for "Self-Supervised Learning with Swin Transformers".
transformer swin-transformer self-supervised-learning
Language:Python 660
junyuchen245 / TransMorph_Transformer_for_Medical_Image_Registration
TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)
bayesian-deep-learning deep-learning diffeomorphism image-alignment image-registration swin-transformer transformer vision-transformer
Language:Python 562
PaddlePaddle / PASSL
PASSL包含 SimCLR，MoCo v1/v2，BYOL，CLIP，PixPro，simsiam, SwAV, BEiT，MAE 等图像自监督算法以及 Vision Transformer，DEiT，Swin Transformer，CvT，T2T-ViT，MLP-Mixer，XCiT，ConvNeXt，PVTv2 等基础视觉算法
deep-learning moco moco-v2 simclr clip self-supervised-learning paddle swin-transformer vision-transformer beit cvt convnext pixpro mae vit deit pvt xcit swav
Language:Python 286
haofanwang / video-swin-transformer-pytorch
Video Swin Transformer - PyTorch
swin-transformer video-swin-transformer
Language:Python 266
FanChiMao / SUNet
SUNet: Swin Transformer with UNet for Image Denoising
unet swin-transformer image-denoising
Language:Python 248
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 244
chou141253 / FGVC-PIM
Pytorch implementation for "A Novel Plug-in Module for Fine-Grained Visual Classification". fine-grained visual classification task.
fine-grained-visual-categorization fgvc swin-transformer efficientnet resnet vision-transformer
Language:Python 209
ChristophReich1996 / Swin-Transformer-V2
PyTorch reimplementation of the paper "Swin Transformer V2: Scaling Up Capacity and Resolution" (CVPR 2022)
computer-vision transformer attention swin-transformer deep-learning pytorch vision-transformer
Language:Python 204
davidnvq / grit
GRIT: Faster and Better Image-captioning Transformer (ECCV 2022)
image-cap coco-captions detr eccv2022 nocaps region-based-method swin-transformer transformer-models image-captioning object-detection
Language:Python 197
PaddlePaddle / PLSC
Paddle Large Scale Classification Tools，supports ArcFace, CosFace, PartialFC, Data Parallel + Model Parallel. Model includes ResNet, ViT, Swin, DeiT, CaiT, FaceViT, MoCo, MAE, ConvMAE, CAE.
face-recognition arcface cosface partial-fc data-parallel model-parallel large-scale paddlepaddle paddle distributed-training hight-speed deit resnet vit facevit cait moco-v3 mae convmae swin-transformer
Language:Python 155
hukaixuan19970627 / OrientedRepPoints_DOTA
Oriented Object Detection: Oriented RepPoints + Swin Transformer/ReResNet
oriented-object-detection rotated-object swin-transformer mosaic mixup mmdetection rotation-equivariance
Language:Python 132
AgentMaker / Paddle-Image-Models
A PaddlePaddle version image model zoo.
paddlepaddle image model-zoo rexnet hardnet deit repvgg tnt pit dla rednet condensenet-v2 pvt cait swin-transformer
Language:Python 117
YongWookHa / swin-transformer-ocr
swin-transformer custom for OCR
ocr transformer swin-transformer pytorch deep-learning pytorch-lightning text-recognition
Language:Python 115
lizhuoq / WeatherLearn
Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
deep-learning fuxi machine-learning pangu pytorch swin-transformer transformer
Language:Python 87
ayanglab / SwinMR
This is the official implementation of our proposed SwinMR
mri-reconstruction transformer-models swin-transformer deep-learning computer-vision
Language:Python 74
mkang315 / CST-YOLO
[ICIP'24 Lecture Presentation] Official implementation of "CST-YOLO: A Novel Method for Blood Cell Detection Based on Improved YOLOv7 and CNN-Swin Transformer".
blood-cell-detection complete-bloodcell-count computer-vision convolutional-neural-networks deep-learning deep-neural-networks medical-image-analysis medical-image-computing medical-image-processing multiscale object-detection shufflenet small-object-detection swin-transformer transformer yolo yolov7 blood-cell-counting-dataset blood-cell-detection-dataset medical-image-detection
Language:Python 72
VcampSoldiers / Swin-Transformer-Tensorflow
Unofficial implementation of "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" (https://arxiv.org/abs/2103.14030)
swin-transformer tensorflow object-detection tf2 transformer tf
Language:Python 68
scale-lab / MTLoRA
The official implementation for MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning (CVPR '24)
dense-prediction lora low-rank-adaptation mtl multi-task-learning pascal pascal-context scene-understanding semantic-segmentation swin-transformer vision-transformer
Language:Python 65
dianhsu / swin-transformer-cpp
Swin Transformer C++ Implementation
transformer swin-transformer cpp neural-network
Language:C++ 63
miccunifi / TAPE
[WACV 2024] - Reference-based Restoration of Digitized Analog Videotapes
clip computer-vision low-level-vision swin-transformer unet video-restoration analog-videos convolutional-neural-networks deep-learning degradation-model transformer vgg video-processing video-quality
Language:Python 50
TangYong1975 / deeplabv3-swintransformer
deeplabv3 deeplabv3plus hrnet mobilenet pytorch regnet resnet swin-transformer
Language:Python 47
Nikolai10 / SwinT-ChARM
TensorFlow implementation of SwinT-ChARM (Transformer-Based Transform Coding, ICLR 2022)
attention computer-vision neural-image-compression swin-transformer tensorflow
Language:Python 45
dsshim0125 / SwinDepth
"SwinDepth: Unsupervised Depth Estimation using Monocular Sequences via Swin Transformer and Densely Cascaded Network" (ICRA 2023)
autonomous-driving deep-learning depth-estimation icra2023 kitti pytorch swin-transformer transformer vision-transformer
Language:Python 39

swin-transformer

open-mmlab / mmdetection

microsoft / Swin-Transformer

open-mmlab / mmsegmentation

wang-xinyu / tensorrtx

PaddlePaddle / PaddleClas

open-mmlab / mmpretrain

SwinTransformer / Swin-Transformer-Object-Detection

Fafa-DL / Awesome-Backbones

SwinTransformer / Video-Swin-Transformer

SwinTransformer / Swin-Transformer-Semantic-Segmentation

Gumpest / YOLOv5-Multibackbone-Compression

microsoft / SimMIM

Bobo-y / flexible-yolov5

SwinTransformer / Transformer-SSL

junyuchen245 / TransMorph_Transformer_for_Medical_Image_Registration

PaddlePaddle / PASSL

haofanwang / video-swin-transformer-pytorch

FanChiMao / SUNet

implus / UM-MAE

chou141253 / FGVC-PIM

ChristophReich1996 / Swin-Transformer-V2

davidnvq / grit

PaddlePaddle / PLSC

hukaixuan19970627 / OrientedRepPoints_DOTA

AgentMaker / Paddle-Image-Models

YongWookHa / swin-transformer-ocr

lizhuoq / WeatherLearn

ayanglab / SwinMR

mkang315 / CST-YOLO

VcampSoldiers / Swin-Transformer-Tensorflow

scale-lab / MTLoRA

dianhsu / swin-transformer-cpp

miccunifi / TAPE

TangYong1975 / deeplabv3-swintransformer

Nikolai10 / SwinT-ChARM

dsshim0125 / SwinDepth