SwinTransformer

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

Model builders

The following model builders can be used to instanciate an SwinTransformer model. swin_t can be instantiated with pre-trained weights and all others without. All the model builders internally rely on the torchvision.models.swin_transformer.SwinTransformer base class. Please refer to the source code for more details about this class.

swin_t(*[, weights, progress])	Constructs a swin_tiny architecture from Swin Transformer: Hierarchical Vision Transformer using Shifted Windows.
swin_s(*[, weights, progress])	Constructs a swin_small architecture from Swin Transformer: Hierarchical Vision Transformer using Shifted Windows.
swin_b(*[, weights, progress])	Constructs a swin_base architecture from Swin Transformer: Hierarchical Vision Transformer using Shifted Windows.