VisionTransformer¶
The VisionTransformer model is based on the An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale paper.
Model builders¶
The following model builders can be used to instantiate a VisionTransformer model, with or
without pre-trained weights. All the model builders internally rely on the
torchvision.models.vision_transformer.VisionTransformer base class.
Please refer to the source code for
more details about this class.
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Constructs a vit_b_16 architecture from An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale. |
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Constructs a vit_b_32 architecture from An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale. |
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Constructs a vit_l_16 architecture from An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale. |
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Constructs a vit_l_32 architecture from An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale. |
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Constructs a vit_h_14 architecture from An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale. |
