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TheProjectsGuy avatar TheProjectsGuy commented on May 28, 2024

Hey there, sorry this issue slipped through. I'm assuming that you want to create cluster centers (what we call "VLAD vocabularies") and not really use the AnyLoc method (that comes with a set of cluster centers - each for a certain "Domain" fit for deployment).
You can use the following scripts

These would work for the datasets we have tested. However, since you mention that you have a custom dataset, you'll need to implement it in a separate class and put it here (see custom_datasets for example)

AnyLoc/scripts/dino_v2_global_vocab_vlad.py

Lines 105 to 116 in 2ae462d

from custom_datasets.global_dataloader import Global_Dataloader \
as GlobalDataloader
from dvgl_benchmark.datasets_ws import BaseDataset
from custom_datasets.baidu_dataloader import Baidu_Dataset
from custom_datasets.oxford_dataloader import Oxford
from custom_datasets.gardens import Gardens
from custom_datasets.aerial_dataloader import Aerial
from custom_datasets.hawkins_dataloader import Hawkins
from custom_datasets.vpair_dataloader import VPAir
from custom_datasets.laurel_dataloader import Laurel
from custom_datasets.eiffel_dataloader import Eiffel
from custom_datasets.vpair_distractor_dataloader import VPAir_Distractor

I'd refer you to issue #8 for more information. Let me know if that helps.

from anyloc.

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