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Dino Version #12

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sushi31415926 opened this issue Nov 21, 2023 · 3 comments
Open

Dino Version #12

sushi31415926 opened this issue Nov 21, 2023 · 3 comments

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@sushi31415926
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hello!
I wonder if there is additional version of dino (for example ViT-S/14) that can be used as backbone in this model

@Parskatt
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There is not. I could train one if there is interest. Matching takes most of the time though.

@sushi31415926
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thanks for the fast response!
I wonder if a smaller backbone will decreased significantly the performance of the model.

@Parskatt
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Probably there is a bit of a decrease, but the main benefit from dinov2 is how its trained, not the size of the model. Ive previously tried using vit-L with weights pretrained on classification, and gotten poor results.

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