I am sorry, I will definitely avoid tagging.
Yes, I understand that usually we remove the pretrained fc layer. But, I don’t want to directly go from 2048 -> 31.
So, do you mean to say replace the last trained fc layer and add 2 custom fc layers ? like 2048-1000-31 ??