MoCov2_Pytorch_tutorial icon indicating copy to clipboard operation
MoCov2_Pytorch_tutorial copied to clipboard

The result is not ideal

Open luohao136486939 opened this issue 3 years ago • 2 comments

Hi Thanks you very much for your work. I see you here is ResNet18, What is the effect if you change to ResNet50?

luohao136486939 avatar Feb 16 '22 07:02 luohao136486939

Hi Thanks you very much for your work. I see you here is ResNet18, What is the effect if you change to ResNet50?

I think the reason we get the poor performance is using small data. Self-supervised learning needs a lot of data and transfers the representation learned from big data to downstream task.

So, I didn't implement ResNet50.

Seonghoon-Yu avatar Feb 16 '22 08:02 Seonghoon-Yu

emmmm,Moco v2 has MLP layer, but I didn't find it in your code.0_0。and ,i read this blog
https://www.analyticsvidhya.com/blog/2020/08/moco-v2-in-pytorch/#h2_3 ,So does he

luohao136486939 avatar Feb 18 '22 12:02 luohao136486939