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swin-transformer

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open-mmlab /mmdetection

OpenMMLab Detection Toolbox and Benchmark

pytorch fast-rcnn transformer yolo ssd faster-rcnn object-detection glip instance-segmentation mask-rcnn retinanet semisupervised-learning panoptic-segmentation cascade-rcnn detr vision-transformer swin-transformer convnext rtmdet grounding-dino

UpdatedAug 21, 2024
Python

microsoft /Swin-Transformer

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

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

UpdatedJul 24, 2024
Python

open-mmlab /mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

pytorch transformer image-segmentation semantic-segmentation vessel-segmentation pspnet medical-image-segmentation deeplabv3 retinal-vessel-segmentation realtime-segmentation swin-transformer

UpdatedAug 13, 2024
Python

wang-xinyu /tensorrtx

Implementation of popular deep learning networks with TensorRT network definition API

resnet squeezenet tensorrt crnn arcface mobilenetv2 yolov3 mnasnet retinaface mobilenetv3 yolov3-spp yolov4 yolov5 detr swin-transformer yolov7 yolov8 yolov9 yolo11

UpdatedDec 6, 2024
C++

PaddlePaddle /PaddleClas

A treasure chest for visual classification and recognition powered by PaddlePaddle

image-classification image-recognition pretrained-models knowledge-distillation product-recognition fastdeploy autoaugment cutmix randaugment gridmask deit repvgg swin-transformer image-retrieval-system

UpdatedMar 5, 2025
Python

open-mmlab /mmpretrain

OpenMMLab Pre-training Toolbox and Benchmark

deep-learning pytorch image-classification resnet pretrained-models clip mae mobilenet moco multimodal self-supervised-learning constrastive-learning beit vision-transformer swin-transformer masked-image-modeling convnext

UpdatedNov 1, 2024
Python

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.

object-detection cascade mscoco mask-rcnn swin swin-transformer reppoints

UpdatedApr 9, 2023
Python

Fafa-DL /Awesome-Backbones

Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project

deep-learning cnn pytorch transformer image-classification resnet pytorch-classification swin-transformer

UpdatedJan 17, 2025
Python

SwinTransformer /Video-Swin-Transformer

This is an official implementation for "Video Swin Transformers".

video-recognition swin-transformer

UpdatedMar 8, 2023
Python

SwinTransformer /Swin-Transformer-Semantic-Segmentation

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

semantic-segmentation ade20k swin-transformer upernet

UpdatedAug 24, 2022
Python

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.

tensorrt ncnn cbam network-slimming eagleeye ghostnet-yolov5 swin-transformer pplcnet tph-yolov5 shufflenetv2-yolov5 mobilenetv3small-yolov5 mqbench efficientnetlite-yolov5

UpdatedApr 29, 2022
Python

microsoft /SimMIM

This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".

image-classification self-supervised-learning swin-transformer masked-image-modeling

UpdatedSep 29, 2022
Python

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

sparsity backbone pytorch resnet object-detection gcn tensorrt neck qat shufflenet yolov3 cbam hrnet dcnv2 yolov5 moblienet swin-transformer triton-server ptq

UpdatedAug 19, 2024
Python

SwinTransformer /Transformer-SSL

This is an official implementation for "Self-Supervised Learning with Swin Transformers".

transformer self-supervised-learning swin-transformer

UpdatedMay 13, 2021
Python

junyuchen245 /TransMorph_Transformer_for_Medical_Image_Registration

TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)

deep-learning transformer diffeomorphism image-registration bayesian-deep-learning image-alignment vision-transformer swin-transformer

UpdatedSep 27, 2024
Python

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 vit clip paddle pvt mae moco self-supervised-learning cvt simclr beit vision-transformer deit pixpro moco-v2 swav swin-transformer xcit convnext

UpdatedAug 1, 2023
Python

haofanwang /video-swin-transformer-pytorch

Video Swin Transformer - PyTorch

swin-transformer video-swin-transformer

UpdatedJan 4, 2022
Python

implus /UM-MAE

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

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

UpdatedDec 3, 2022
Jupyter Notebook

FanChiMao /SUNet

SUNet: Swin Transformer with UNet for Image Denoising

unet image-denoising swin-transformer

UpdatedOct 17, 2023
Python

chou141253 /FGVC-PIM

Pytorch implementation for "A Novel Plug-in Module for Fine-Grained Visual Classification". fine-grained visual classification task.

resnet fine-grained-visual-categorization efficientnet fgvc vision-transformer swin-transformer

UpdatedApr 1, 2023
Python

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