how to replace backbone？eg.convnext or dinov3

[pedroHuang123]

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Description

i don't know how to replace backbone,please give me a help

Use case

No response

Additional

No response

Are you willing to submit a PR?

• Yes I'd like to help by submitting a PR!

[isaacrob]

We do extensive pretraining on objects365 so just directly replacing the backbone without doing that pretraining will likely lead to worse results than using the existing DINOv2 implementation

[luzengxiangcn]

Do you have plan to pretrain by using DINOv3 backbone?

[isaacrob]

We're doing some experiments with new backbones right now. If any of them show benefit beyond our current offerings we'll release them.

[anass-al]

How about using trained DINOv2 on a domain-specific dataset?

[isaacrob]

Do you mean a custom pretrained DINOv2 that you've done or are you asking if we'll train any domain specific ones?