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Tiny Dino performance? #77

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skill-diver opened this issue Sep 20, 2024 · 1 comment
Open

Tiny Dino performance? #77

skill-diver opened this issue Sep 20, 2024 · 1 comment

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@skill-diver
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Hi Author,

Thanks for sharing. Have you ever tried the performance of using tiny dino in the encoder part?

@skill-diver skill-diver changed the title Tino Dino performance? Tiny Dino performance? Sep 23, 2024
@Parskatt
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Parskatt commented Nov 1, 2024

Is there a tiny DINOv2? I know there is a ViT-S. The performance for the smaller versions typically degrade the performance, but not to badly. The main issue is that most compute is spent on the refinement for high resolution inputs so benefit of smaller backbone goes away.

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