Swin-Transformer

by microsoft · Developer Tools

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

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About this project

Swin Transformer This repo is the official implementation of "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" as well as the follow-ups. It currently includes code and models for the following tasks: Image Classification: Included in this repo. See getstarted.md for a quick start. Object Detection and Instance Segmentation: See Swin Transformer for Object Detection. Semantic Segmentation: See Swin Transformer for Semantic Segmentation. Video Action Recognition: See Video Swin Transformer. Semi-Supervised Object Detection: See Soft Teacher. SSL: Contrasitive Learning: See Transformer-SSL. SSL: Masked Image Modeling: See…

Technologies

PythonC++Cudaimage-classificationade20kimagenet

Project health

Inactive for over a year
Last update2 years ago
Contributors14
Latest release
Open issues & PRs202
LicenseMIT
On GitHubsince 2021

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