There are 3 repositories under swin-transformer topic.
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
Implementation of popular deep learning networks with TensorRT network definition API
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
A treasure chest for visual recognition powered by PaddlePaddle
OpenMMLab Image Classification Toolbox and Benchmark
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Object Detection and Instance Segmentation.
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation.
This is an official implementation for "Video Swin Transformers".
This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".
This is an official implementation for "Self-Supervised Learning with Swin Transformers".
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.
More readable and flexible yolov5 with more backbone(resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer) and (cbam，dcn and so on), and tensorrt
Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project
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
A PaddlePaddle version image model zoo.
TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)
PyTorch reimplementation of the paper "Swin Transformer V2: Scaling Up Capacity and Resolution" [CVPR 2022].
Oriented Object Detection: Oriented RepPoints + Swin Transformer/ReResNet
Pytorch implementation for "A Novel Plug-in Module for Fine-Grained Visual Classification". fine-grained visual classification task.
Video Swin Transformer - PyTorch
swin-transformer custom for OCR
Unofficial implementation of "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" (https://arxiv.org/abs/2103.14030)
SUNet: Swin Transformer with UNet for Image Denoising
Deploy Swin Transformer using TorchServe
Integration of Swin Transformer to DETR for Robust Object Detection (DEMO)
This is the official implementation of our proposed SwinMR
Swin Transformer C++ Implementation
paddle cifar100 training
This repository contains a CBIR system that uses swin transformer to extract image's feature.
Swin-Transformer implementation in MegEngine. This is a showcase for training on GPU with less memory by leveraging MegEngine DTR technique.
SwinUPer - an inpaintor that uses Swin Transformer and UPerNet as backbone for inpainting. Built on top of mmediting, mmsegmentation and Swin Transformer's implementation.
MaskRCNN implementation using PyTorch (supports MOSAIC/MixUp and RandomAugment)
SwinTransformer for Tensorflow2
some basic transformer models about computer vision