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Add support for DinoV2 #1166

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masc-it opened this issue Apr 26, 2023 · 10 comments
Open

Add support for DinoV2 #1166

masc-it opened this issue Apr 26, 2023 · 10 comments
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@masc-it
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masc-it commented Apr 26, 2023

Hi, I think this is a good place to share the DinoV2 by FAIR (github link here.

I think it's a really interesting SSL method, based on ViT backbones. The code is well structured, with the interesting parts in: models, loss, layers and train.py

Would you consider supporting it?

@guarin
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guarin commented Apr 26, 2023

Hi @masc-it, DinoV2 looks very interesting and could be a great addition to our package. I didn't have time to look into the details of the paper yet so not sure how much effort it is.

Would you be interested to help implementing it?

@adamjstewart
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I'm planning on looking into this. Depending on how much work is involved, I may be interested in working on this.

@johko
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johko commented Apr 28, 2023

I'd be interested in helping out if you need a hand @adamjstewart :)

@ioangatop
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Hi everyone! I see DinoV2 is in the roadmap; is there any updates? Thanks a lot!

@adamjstewart
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P.S. I never looked into this. It's up for grabs if @johko or anyone else wants to take over

@guarin
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guarin commented Sep 8, 2023

Hi, we are still interested in adding it but didn't have time yet to work on it.

@johko
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johko commented Sep 11, 2023

@guarin I'll have a look at adding it

@guarin guarin self-assigned this Jul 22, 2024
@guarin guarin added the feature label Aug 16, 2024
@ShivaniChiranjeevi
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Hi, @philippmwirth thank you so much for adding the components required for DinoV2, do you know when we could expect the example/tutorial code on how to use those for dinov2?

@guarin
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guarin commented Jan 14, 2025

Hi, there is a draft PR here #1778 but it needs some further cleanup until it will be merged. You can already install Lightly from that branch to test it out before it gets merged :)

@ShivaniChiranjeevi
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Hi, there is a draft PR here #1778 but it needs some further cleanup until it will be merged. You can already install Lightly from that branch to test it out before it gets merged :)

Thank you again, this really helps. Will look into this.

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