Cryptocurrency Q&A What are tokens in vision transformers?

What are tokens in vision transformers?

Stefano Stefano Sun Nov 17 2024 | 5 answers 1420
I'm trying to understand vision transformers, and specifically, I want to know more about tokens. What exactly are they in the context of vision transformers? What are tokens in vision transformers?

5 answers

KatanaBlade KatanaBlade Tue Nov 19 2024
Each of these small patches undergoes a transformation.

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noah_stokes_photographer noah_stokes_photographer Tue Nov 19 2024
Specifically, each patch is projected into a feature vector through a linear layer.

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Valentina Valentina Tue Nov 19 2024
The typical vision transformer process begins by breaking down a fixed-size input image.

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HanjiArtist HanjiArtist Tue Nov 19 2024
This feature vector is also referred to as a token.

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BitcoinBaroness BitcoinBaroness Tue Nov 19 2024
This decomposition involves dividing the image into a series of small patches.

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