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What if I want to do imagenet transfer learning on my own data set

Open tianle-BigRice opened this issue 4 years ago • 4 comments

Do I only need to download the model parameters of VIT-H_14? If this is the case, the connection you provided seems to have no model parameters.https://github.com/rwightman/pytorch-image-models

tianle-BigRice avatar Dec 08 '20 07:12 tianle-BigRice

Ross framework should allow you to use ViT and download the pretrained models with one command

lucidrains avatar Dec 08 '20 15:12 lucidrains

I have already laid down the parameters of the VIT-H14 pre-trained model. I would like to ask you if it is possible to import this parameter into your definition model. ross' framework I see that I don't need to finetune it, and his framework collection has too many things in it that I don't need, so it is too cluttered.Also, are you Chinese?

tianle-BigRice avatar Dec 09 '20 01:12 tianle-BigRice

Have you ever solved it? I have a same question about how to finetune it to my own dataset with this ViT model.

duanyaohui avatar Jan 11 '21 16:01 duanyaohui

Have you ever solved it? I have a same question about how to finetune it to my own dataset with this ViT model.

没有,我直接换了一套demo:https://github.com/jeonsworld/ViT-pytorch,你也可以试试这个,我目前还没有跑通,但是我看了看代码应该是能用的。

tianle-BigRice avatar Jan 12 '21 08:01 tianle-BigRice