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¶
以下模型构建器可用于实例化 VisionTransformer 模型,无论是否使用预训练权重。所有模型构建器都在内部依赖于 torchvision.models.vision_transformer.VisionTransformer
基类。请参考 源代码 了解有关此类的更多详细信息。
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从 An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale 构建 vit_b_16 架构。 |
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从 An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale 构建 vit_b_32 架构。 |
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从 An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale 构建 vit_l_16 架构。 |
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从 An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale 构建 vit_l_32 架构。 |
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从 An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale 构建 vit_h_14 架构。 |