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About segmentation config #284

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MSH970515 opened this issue Aug 12, 2024 · 2 comments
Open

About segmentation config #284

MSH970515 opened this issue Aug 12, 2024 · 2 comments

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@MSH970515
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Hello, thank you for great project.

I think I am missing some information about the project.

In segmentation config repository, I can't get the reason for various types of network.

For example, why did you split configs into vssm and vssm1?

Also, in vssm1 dir, what is the difference between ade20k-512x512_tiny and tiny1 excluding depth and ssm_ratio?

Finally, which one should I leverage to get the optimal results?

Thank you.

Best,

@MzeroMiko
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From the contents of those configs, you can easily find out what model is used. In general, vssm stands for vanilla-vmamba, vssm1 stands for vmambav2_*_224.yaml, tiny1 corresponding to classification/configs/vmambav2v_tiny_224.yaml. If you want the fastest, you can choose tiny1. If you want the best performance, I recommend you to build your own config based on the classification checkpoints we released.

@MSH970515
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Thanks for swift reply! This helped me a lot

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