The SwinTransformer models are based on the Swin Transformer: Hierarchical Vision Transformer using Shifted Windows paper.

This repo is the official implementation of "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" as well as the follow-ups.

27 февр. 2024 г. · Swin Transformer proposed the idea of Shifted Windows to introduce cross-window connections or to enable communication within the windows.

This repository contains the implementation of Swin Transformer, and the training codes on ImageNet datasets. We have aligned the output of our network with ...

This notebook trains a Vision Transformer on the Butterfly dataset. In [1]: # This Python 3 environment comes with many helpful analytics libraries installed.

The SwinTransformer model is based on the Swin Transformer: Hierarchical Vision Transformer using Shifted Windows paper.

The Video SwinTransformer model is based on the Video Swin Transformer paper. ... The video module is in Beta stage, and backward compatibility is not guaranteed.

The bare Swin Model transformer outputting raw hidden-states without any specific head on top. This model is a PyTorch torch.nn.Module sub-class. Use it as a ...

Module): """ Implements Swin Transformer from the `"Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" <https://arxiv.org/abs ...

11 сент. 2023 г. · The purpose of this article is to build the Swin-Transformer architecture from scratch using PyTorch.