pretrain for resnet18

Question

pretrain for resnet18

jyang68sh opened this issue 3 years ago · 1 comments

jyang68sh commented 3 years ago

Hi. Just curious that is your pretrain link in readme for resnet18 correct?

I tried to train your model in mmseg framework, and got 3%-5% lower miou with your pretrain than r18v1c pretrain.

Any thoughts? Thanks!

BTW best I got with r18v1c pretrain is 76.8 miou
with your r18 pretrain it is 73.32 miou

Answer 1 · 2022-03-31T16:31:27.000Z

I am not surely the performance on mmseg. But in this codebase, we use the my pretrained r18 using this codebae.
https://github.com/implus/PytorchInsight If I have a time I will reproduce SFNet using mmseg. However, I did not have enought time for this. You can use our codebase for research since it outperforms the results in our paper.