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Use of project #31

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zs001122 opened this issue May 10, 2024 · 1 comment
Closed

Use of project #31

zs001122 opened this issue May 10, 2024 · 1 comment

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@zs001122
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Hello! How can I apply my own data

@TheProjectsGuy
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Hey @zs001122,

Thanks for taking interest in our work. I guess you want to apply our method on your own dataset. There are multiple interpretations of this question

  1. Inference on custom dataset (most common): You just want global descriptors using one of the AnyLoc domains (vocabulary). I suggest using torch.hub model for this. Refer to Releasing the model on torch.hub? #11 (comment) for more on this.
  2. Custom vocabulary: You want to train anyloc from scratch (fit VLAD descriptors) on your own dataset. I'd suggest looking at this: vlad cluster center for custom dataset #22 (comment)

You can refer to this comment for more information on "vocabulary": #26 (comment)

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