swin-transformer

There are 3 repositories under swin-transformer 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 8206
wang-xinyu / tensorrtx
Implementation of popular deep learning networks with TensorRT network definition API
tensorrt mnasnet resnet squeezenet vgg yolov3 inceptionv3 mobilenetv2 shufflenetv2 mobilenetv3 resnext senet yolov3-spp retinaface yolov4 arcface yolov5 crnn swin-transformer detr
Language:C++ 4104
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 3749
PaddlePaddle / PaddleClas
A treasure chest for visual recognition powered by PaddlePaddle
autoaugment cutmix deit gridmask image-classification image-recognition image-retrieval-system knowledge-distillation pretrained-models product-recognition randaugment repvgg swin-transformer
Language:Python 3489
open-mmlab / mmclassification
OpenMMLab Image Classification Toolbox and Benchmark
deep-learning image-classification imagenet mobilenet pytorch regnet resnet resnext senet shufflenet swin-transformer
Language:Python 1304
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.
mscoco swin-transformer cascade mask-rcnn object-detection reppoints swin
Language:Python 1152
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 761
SwinTransformer / Video-Swin-Transformer
This is an official implementation for "Video Swin Transformers".
swin-transformer video-recognition
Language:Python 748
microsoft / SimMIM
This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".
image-classification masked-image-modeling self-supervised-learning swin-transformer
Language:Python 489
SwinTransformer / Transformer-SSL
This is an official implementation for "Self-Supervised Learning with Swin Transformers".
self-supervised-learning swin-transformer transformer
Language:Python 475
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) and Quantization (MQBench) Compression Tool Box.
cbam eagleeye efficientnetlite-yolov5 ghostnet-yolov5 mobilenetv3small-yolov5 mqbench ncnn network-slimming pplcnet shufflenetv2-yolov5 swin-transformer tensorrt tph-yolov5
Language:Python 473
Bobo-y / flexible-yolov5
More readable and flexible yolov5 with more backbone(resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer) and (cbam，dcn and so on), and tensorrt
yolov5 resnet moblienet backbone neck se cbam efficientnet pytorch shufflenet hrnet dcnv2 tensorrt object-detection swin-transformer
Language:Python 358
Fafa-DL / Awesome-Backbones
Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project
cnn deep-learning image-classification pytorch pytorch-classification resnet swin-transformer transformer
Language:Python 262
PaddlePaddle / PASSL
PASSL包含 SimCLR，MoCo v1/v2，BYOL，CLIP，PixPro，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
Language:Python 141
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 129
junyuchen245 / TransMorph_Transformer_for_Medical_Image_Registration
TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)
transformer vision-transformer image-registration bayesian-deep-learning image-alignment deep-learning diffeomorphism swin-transformer
Language:Python 102
ChristophReich1996 / Swin-Transformer-V2
PyTorch reimplementation of the paper "Swin Transformer V2: Scaling Up Capacity and Resolution" [CVPR 2022].
attention computer-vision deep-learning pytorch swin-transformer transformer vision-transformer
Language:Python 79
hukaixuan19970627 / OrientedRepPoints_DOTA
Oriented Object Detection: Oriented RepPoints + Swin Transformer/ReResNet
mixup mmdetection mosaic oriented-object-detection rotated-object rotation-equivariance swin-transformer
Language:Python 59
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 57
haofanwang / video-swin-transformer-pytorch
Video Swin Transformer - PyTorch
swin-transformer video-swin-transformer
Language:Python 57
YongWookHa / swin-transformer-ocr
swin-transformer custom for OCR
ocr transformer swin-transformer pytorch deep-learning pytorch-lightning text-recognition
Language:Python 50
VcampSoldiers / Swin-Transformer-Tensorflow
Unofficial implementation of "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" (https://arxiv.org/abs/2103.14030)
object-detection swin-transformer tensorflow tf tf2 transformer
Language:Python 48
FanChiMao / SUNet
SUNet: Swin Transformer with UNet for Image Denoising
unet swin-transformer image-denoising
Language:Python 45
kamalkraj / Swin-Transformer-Serve
Deploy Swin Transformer using TorchServe
cuda deploy docker eager-load microsoft python3 pytorch swin-transformer torch torchscript torchserve
Language:Python 21
cankocagil / SwinDetr
Integration of Swin Transformer to DETR for Robust Object Detection (DEMO)
object-detection transformers vision-transformer transformer-models swin-transformer
Language:Jupyter Notebook 16
ayanglab / SwinMR
This is the official implementation of our proposed SwinMR
mri-reconstruction transformer-models swin-transformer deep-learning computer-vision
Language:Python 15
dianhsu / swin-transformer-cpp
Swin Transformer C++ Implementation
transformer swin-transformer cpp neural-network
Language:C++ 14
itisianlee / paddle-cifar100
paddle cifar100 training
paddlepaddle cifar-100 cifar shufflenet-v1 mobile-net resnet vgg transformer swin-transformer image-recognition shufflenet-v2 resnext
Language:Python 9
Js2Hou / Swin-CBIR
This repository contains a CBIR system that uses swin transformer to extract image's feature.
cbir swin-transformer
Language:Python 9
MegEngine / swin-transformer
Swin-Transformer implementation in MegEngine. This is a showcase for training on GPU with less memory by leveraging MegEngine DTR technique.
megengine dtr swin-transformer imagenet image-classification
Language:Python 9
Jason-Khan / dr_inpaint
SwinUPer - an inpaintor that uses Swin Transformer and UPerNet as backbone for inpainting. Built on top of mmediting, mmsegmentation and Swin Transformer's implementation.
inpainting diminished-reality vision-transformer swin-transformer computer-vision
Language:Jupyter Notebook 4
TangYong1975 / deeplabv3-swintransformer
deeplabv3plus swin-transformer pytorch deeplabv3 transformer
Language:Python 4
jahongir7174 / MaskRCNN
MaskRCNN implementation using PyTorch (supports MOSAIC/MixUp and RandomAugment)
instance-segmentation mask-rcnn mixup mosaic object-detection pytorch swin-transformer
Language:Python 3
Burf / SwinTransformer-Tensorflow2
SwinTransformer for Tensorflow2
deep-learning keras transformer vision-transformer swin-transformer tensorflow
Language:Python 2
ctrlzet / imgrestore
Image denoising replication of SwinIR paper
denoising swin-transformer
Language:Jupyter Notebook 1
LRY89757 / Transformer-models-in-CV
some basic transformer models about computer vision
vit pytorch-implementation detr transformer-architecture swin-transformer
Language:Python 1

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deep-learning pytorch object-detection tensorflow computer-vision