Popular GitHub Repositories for Swin Transformer

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

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

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

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

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

TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)

PyTorch reimplementation of the paper "Swin Transformer V2: Scaling Up Capacity and Resolution" [CVPR 2022].

GRIT: Faster and Better Image-captioning Transformer (ECCV 2022)

swin-transformer custom for OCR

This is the official implementation of our proposed SwinMR

Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.

Unofficial implementation of "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" (https://arxiv.org/abs/2103.14030)

Swin Transformer C++ Implementation

The official implementation for MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning (CVPR '24)

"SwinDepth: Unsupervised Depth Estimation using Monocular Sequences via Swin Transformer and Densely Cascaded Network" (ICRA 2023)

[ACM MM 2022 - Demo] Restoration of Analog Videos Using Swin-UNet

Integration of Swin Transformer to DETR for Robust Object Detection (DEMO)

Deploy Swin Transformer using TorchServe

PyTorch implementation of Transformer-based Transform Coding [ICLR 2022]

TensorFlow implementation of EGIC (EGIC: Enhanced Low-Bit-Rate Generative Image Compression Guided by Semantic Segmentation, ECCV 2024)