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arxiv.org

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Dec 23, 2020 · In this work, we produce a competitive convolution-free transformer by training on Imagenet only. We train them on a single computer in less than 3 days. Our reference vision transformer (86M parameters...

huggingface.co

DeiT - Hugging Face

DeiT (data-efficient image transformers) are more efficiently trained transformers for image classification, requiring far less data and far less computing resources compared to the original ViT models.

medium.com

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Jul 12, 2024 · DeiT (Data-efficient Image Transformer) is an advanced vision transformer model designed to achieve high performance in image classification tasks with significantly less data compared to ...

aitechtrend.com

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Apr 24, 2023 · One of the most exciting developments in this field is the introduction of Data-Efficient Image Transformers (DeiT). In this article, we will explore what DeiT is, how it works, and the benefits it offe...

ai.meta.com

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Dec 23, 2020 · Our new technique — Data-efficient image Transformers (DeiT) — requires far less data and far less computing resources to produce a high-performance image classification model.

zenn.dev

【ML Paper】DeiT: Summary - Zenn

Oct 17, 2024 · This is a summary of the explanation of the DeiT paper, Let's start. The authors proposed an improved Vision Transformer, DeiT (Data-Efficient image Transformer)