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A question about the data augmentation #25

Open hjxwhy opened 4 months ago

hjxwhy commented 4 months ago

Great work and thanks for the code. The croco v2 carefully curated the dataset, I am curious about whether you have tried some strong data augmentation like dinov2? and I want to pre-train it in nuscenes data which most images are moving forward, so I want to add strong data augmentations. Lastly, will you release the curated data code, I have noticed that recently cvpr have a dataset can be used to train croco

PhilippeWeinzaepfel commented 3 months ago

Hi,

Sorry for the late answer. We did not try strong data augmentations on similar frames. We had a quicky try with two different augmentations from ImageNet images but was not succesuffly (Table 2 of our NeurIPS'22) paper. We do not plan to release the code that generates the list of crops.

Best Philippe