VisionTransformer¶
VisionTransformer 模型基于 An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale 论文。
模型构建器¶
可以使用以下模型构建器来实例化 VisionTransformer 模型,可选择是否包含预训练权重。所有模型构建器内部都依赖于 torchvision.models.vision_transformer.VisionTransformer
基类。有关此类的更多详细信息,请参阅 源代码。
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构建来自 An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale 的 vit_b_16 架构。 |
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构建来自 An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale 的 vit_b_32 架构。 |
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构建来自 An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale 的 vit_l_16 架构。 |
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构建来自 An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale 的 vit_l_32 架构。 |
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构建来自 An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale 的 vit_h_14 架构。 |