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- SwinTransformer
- ===============
- .. currentmodule:: torchvision.models
- The SwinTransformer models are based on the `Swin Transformer: Hierarchical Vision
- Transformer using Shifted Windows <https://arxiv.org/abs/2103.14030>`__
- paper.
- SwinTransformer V2 models are based on the `Swin Transformer V2: Scaling Up Capacity
- and Resolution <https://openaccess.thecvf.com/content/CVPR2022/papers/Liu_Swin_Transformer_V2_Scaling_Up_Capacity_and_Resolution_CVPR_2022_paper.pdf>`__
- paper.
- Model builders
- --------------
- The following model builders can be used to instantiate an SwinTransformer model (original and V2) with and without pre-trained weights.
- All the model builders internally rely on the ``torchvision.models.swin_transformer.SwinTransformer``
- base class. Please refer to the `source code
- <https://github.com/pytorch/vision/blob/main/torchvision/models/swin_transformer.py>`_ for
- more details about this class.
- .. autosummary::
- :toctree: generated/
- :template: function.rst
- swin_t
- swin_s
- swin_b
- swin_v2_t
- swin_v2_s
- swin_v2_b
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