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Is there a pretrained DINOV2 model trained on the ImageNet-1k dataset available?

Open sybapp opened this issue 2 years ago • 3 comments

I would like to utilize the DinoV2 model pretrained on the ImageNet-1k dataset as the backbone for my research, specifically for comparing it with other methods in my research domain. However, I am facing limitations in terms of computational resources, which are insufficient to support the training process.

sybapp avatar Sep 04 '23 06:09 sybapp

There are pretrained backbones provided. Please refer to the ReadMe

austingg avatar Sep 05 '23 02:09 austingg

There are pretrained backbones provided. Please refer to the ReadMe

I have reviewed the readme again, and I would like to clarify that I means a backbone pre-trained on the ImageNet-1k dataset, rather than on the LVD-142M dataset.

sybapp avatar Sep 05 '23 03:09 sybapp

I would like to utilize the DinoV2 model pretrained on the ImageNet-1k dataset as the backbone for my research, specifically for comparing it with other methods in my research domain. However, I am facing limitations in terms of computational resources, which are insufficient to support the training process.

Hello, may I ask if your issue has been resolved? I also want to train my own dataset based on its pre trained weights

PMRS-lab avatar Aug 27 '24 08:08 PMRS-lab