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 This repository is the official implementation of CeiT (Convolution-enhanced image Transformer). It builds from [Data-Efficient Vision Transformer](https://github.com/facebookresearch/deit) and [timm](https://github.com/rwightman/pytorch-image-models)
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 ![CeiT](ceit.png)
 
 For details see [Incorporating Convolution Designs into Visual Transformers](https://arxiv.org/pdf/2103.11816.pdf) by Kun Yuan, Shaopeng Guo, Ziwei Liu, Aojun Zhou, Fengwei Yu and Wei Wu