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Swin-Transformer
microsoft/Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
★16.0kstars
Python
MIT
Updated: Today
📋 Project at a Glance
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What's this?A ade20k/image-classification tool in the Models category, built with Python, open-source
Who made it?Maintained by microsoft team, 16K⭐ on GitHub, #87 out of 3201 in Models
Why does it exist?With the growing demand for ade20k and image-classification in Models, microsoft created Swin-Transformer as a streamlined solution.
What can it do?Key use cases: imagenet, mask-rcnn, mscoco
How to install with AI?Use an AI coding assistant (Claude Code, Cursor, Copilot) to automatically set up pip dependencies and virtual env. Follow the README — the AI handles the rest.
🔗 github.com/microsoft/Swin-Transformer | 官网 https://arxiv.org/abs/2103.14030
🔗 github.com/microsoft/Swin-Transformer | 官网 https://arxiv.org/abs/2103.14030
Topics
ade20kimage-classificationimagenetmask-rcnnmscocoobject-detectionsemantic-segmentationswin-transformer