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license: apache-2.0
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license: apache-2.0
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# Vision Transformer
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Vision Transformer (ViT) model pre-trained on ImageNet-21k (14 million images, 21,843 classes) at resolution 224x224. It was introduced in the paper [An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale](https://arxiv.org/abs/2010.11929) and further enhanced in the follow-up paper [How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers](https://arxiv.org/abs/2106.10270).
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The weights were converted from the `Ti_16-i21k-300ep-lr_0.001-aug_none-wd_0.03-do_0.0-sd_0.0.npz.npz` file in [GCS buckets](https://console.cloud.google.com/storage/browser/vit_models/augreg/) presented in the [original repository](https://github.com/google-research/vision_transformer).
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